Publications

Journal articles

[2023, article| Download] (BIB)
Marini, N., Otalora, S., Wodzinski, M., Tomassini, S., Dragoni, A. F., & Marchand-Maillet, S., et al. (2023). Data-driven color augmentation for H\&E stained images in computational pathology. Journal of Pathology Informatics, 14, 100183.
[2022, article| Download] (BIB)
Orel, E., Esra, R., Estill, J., Thiabaud, A., Marchand-Maillet, S., Merzouki, A., & Keiser, O. (2022). Prediction of HIV status based on socio-behavioural characteristics in East and Southern Africa. PLOS ONE, 17(3), 1-15.
[2021, article| Download] (BIB)
Messina, N., Amato, G., Esuli, A., Falchi, F., Gennaro, C., & -, S. M. (2021). Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders. {ACM} Trans. Multim. Comput. Commun. Appl., 17(4), 128:1-128:23.
[2021, article| Download] (BIB)
Rudinac, S., Benois-Pineau, J., & Marchand-Maillet, S. (2021). Special issue on content-based multimedia indexing in the era of artificial intelligence. Multim. Tools Appl., 80(15), 23133-23134.
[2021, article] (BIB)
Silva, Y., & Marchand-Maillet, S. (2021). Introduction to Special Issue of the 11th International Conference on Similarity Search and Applications (SISAP 2017). Informations Systems, 95.
[2021, article| Download] (BIB)
Bruneau, P., Brangbour, E., Marchand-Maillet, S., Hostache, R., Chini, M., & Pelich, R., et al. (2021). Measuring the Impact of Natural Hazards with Citizen Science: The Case of Flooded Area Estimation Using Twitter. Remote. Sens., 13(6), 1153.
[2021, article| Download] (BIB)
Ouvrard, X., Goff, J. L., & Marchand-Maillet, S. (2021). Exchange-based diffusion in Hb-Graphs: Highlighting complex relationships in multimedia collections. Multim. Tools Appl., 80(15), 22429-22464.
[2020, article| Download] (BIB)
Orel, E., Esra, R., Estill, J., Marchand-Maillet, S., Merzouki, A., & Keiser, O. (2020). Machine learning to identify socio-behavioural predictors of HIV positivity in East and Southern Africa. medRxiv.
[2020, article| Download] (BIB)
Graziani, M., Andrearczyk, V., -, S. M., & Müller, H. (2020). Concept attribution: Explaining {CNN} decisions to physicians. Computers in Biology and Medicine, 123, 103865.
[2020, article] (BIB)
Amsaleg, L., & Marchand-Maillet, S. (2020). Introduction to Special Issue of the 10th International Conference on Similarity Search and Applications (SISAP 2017). Informations Systems, 87.
[2019, article| Download] (BIB)
Roman-Rangel, E., & Marchand-Maillet, S. (2019). Inductive t-SNE via deep learning to visualize multi-label images. Eng. Appl. of {AI}, 81, 336-345.
[2018, article| Download] (BIB)
Ouvrard, X., Goff, J. L., & Marchand-Maillet, S. (2018). On Adjacency and e-Adjacency in General Hypergraphs: Towards a New e-Adjacency Tensor. Electronic Notes in Discrete Mathematics, 70, 71-76.
[2018, article| Download] (BIB)
Ouvrard, X., Goff, J. L., & Marchand-Maillet, S. (2018). On Adjacency and e-Adjacency in General Hypergraphs: Towards a New e-Adjacency Tensor. Electronic Notes in Discrete Mathematics, 70, 71-76.
[2017, article| Download] (BIB)
Nielsen, F., Sun, K., & Marchand-Maillet, S. (2017). On Holder Projective Divergences. Entropy, 19.
[2017, article| Download] (BIB)
Krulis, M., Osipyan, H., & Marchand-Maillet, S. (2017). Employing {GPU} architectures for permutation-based indexing. Multimedia Tools and Applications, 76.
[2016, article| Download] (BIB)
Roman-Rangel, E., Jimenez-Badillo, D., & Marchand-Maillet, S. (2016). Classification and Retrieval of Archaeological Potsherds using Histograms of Spherical Orientations. Journal on Computing and Cultural Heritage, 9.
[2016, article| Download] (BIB)
Roman-Rangel, E., Wang, C., & Marchand-Maillet, S. (2016). SimMap: Similarity maps for scale invariant local shape descriptors. Neurocomputing, 175, 888-898.
[2015, article| Download] (BIB)
Weng, L., Amsaleg, L., Morton, A., & Marchand-Maillet, S. (2015). A Privacy-Preserving Framework for Large-Scale Content-Based Information Retrieval. IEEE Transactions on Information Forensics and Security, 10(1).
[2015, article| Download] (BIB)
Roman-Rangel, E., & Marchand-Maillet, S. (2015). Shape-based detection of Maya hieroglyphs using weighted bag representations. Pattern Recognition, 48(4), 1161-1173.
[2015, article| Download] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2015). Quantized Ranking for Permutation-Based Indexing. Information Systems(52), 163-175.
[2015, article| Download] (BIB)
Hu, R., Can, G., Gayol, C. P., Krempel, G., Spotak, J., & Vail, G., et al. (2015). Multimedia Analysis and Access of Ancient Maya Epigraphy: Tools to support scholars on Maya hieroglyphics. {IEEE} Signal Processing Magazine, 32(4), 75-84.
[2014, article] (BIB)
Marchand-Maillet, S., Lambert, P., Merialdo, B., & Benois, J. (2014). Introduction to the special issue on content-based image retrieval. Multimedia Tools and Applications, 69(2).
[2014, article| Download] (BIB)
Marchand-Maillet, S., & Hofreiter, B. (2014). Big Data Management and Analysis for Business Informatics. Enterprise Modelling and Information Systems Architectures (EMISA), 9.
[2014, article| Download] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2014). Distributed media indexing based on MPI and MapReduce. Multimedia Tools and Applications, 69(2).
[2013, article] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2013). MRO-MPI: MapReduce overlapping using MPI and an optimized data exchange policy. Parallel Computing, 39(12).
[2013, article] (BIB)
Morrison, D., Tsikrika, T., Hollink, V., de Vries, A. P., Bruno, E., & Marchand-Maillet, S. (2013). Topic Modelling of clickthrough data in image search. Multimedia Tools and Applications, 66(3).
[2011, article| Download] (BIB)
Kompatsiaris, I., Marchand-Maillet, S., van Zwol, R., & Marcel, S. (2011). Introduction to the special issue on image and video retrieval: theory and applications. Multimedia Tools and Applications, 55(1).
[2009, article| Download] (BIB)
Bruno, E., & Marchand-Maillet, S. (2009). Multimodal Preference Aggregation for Multimedia Information Retrieval. Journal of Multimedia, 4(5), 321-329.
[2008, article| Download] (BIB)
Kosinov, S., Bruno, E., & Marchand-Maillet, S. (2008). Spatially-consistent partial matching for intra- and inter-image prototype selection. Signal Processing: Image Communication special issue on "Semantic Analysis for Interactive Multimedia Services", 23, 516-524.
[2008, article| Download] (BIB)
Bruno, E., Moënne-Loccoz, N., & Marchand-Maillet, S. (2008). Design of multimodal dissimilarity spaces for retrieval of multimedia documents. IEEE Transactions on Pattern Analysis and Machine Intelligence, 30(9), 1520-1533.
[2008, article| Download] (BIB)
Kosinov, S., & Pun, T. (2008). Distance-based discriminant analysis method and its applications. Pattern Analysis and Applications, 11(3-4), 227-246.
[2008, article| Download] (BIB)
Kludas, J., Bruno, E., & Marchand-Maillet, S. (2008). Can Feature Information Interaction help for Information Fusion in Multimedia Problems?. Multimedia Tools and Applications Journal special issue on "Metadata Mining for Image Understanding", 42(1), 57-71.
[2006, article| Download] (BIB)
Janvier, B., Bruno, E., Marchand-Maillet, S., & Pun, T. (2006). Information-theoretic temporal segmentation of videos and applications: multiscale keyframe selection and transition detection. Multimedia Tools and Applications, 30, 273-288.
[2006, article| Download] (BIB)
Moënne-Loccoz, N., Janvier, B., Marchand-Maillet, S., & Bruno, E. (2006). Handling Temporal Heterogeneous Data for Content-Based Management of Large Video Collections. Multimedia Tools and Applications, 31, 309-325.
[2004, article| Download] (BIB)
Moënne-Loccoz, N., Bruno, E., & Marchand-Maillet, S. (2004). Knowledge-based Detection of Events in Video Streams from Salient Regions of Activities. Pattern Analysis and Applications (PAA), special issue Video Event Mining, 7(4), 422-429.
[2004, article| Download] (BIB)
Bruno, E., Moënne-Loccoz, N., & Marchand-Maillet, S. (2004). Unsupervised Event Discrimination Based on Nonlinear Temporal Modelling of Activity. Pattern Analysis and Application, 7(4), 402-410.
[2003, article| Download] (BIB)
Pingault, M., Bruno, E., & Pellerin, D. (2003). A Robust Multiscale B-spline Function Decomposition Process to Motion Transparency Estimation. IEEE Transactions on Image Processing, 12(11), 1416-1426.
[2003, article] (BIB)
Müller, H., Squire, D. M., & Pun, T. (2003). Learning from user behavior in image retrieval: application of the market basket analysis. Int. J. of Comp. Vision, Special Issue on Content-Based Image Retrieval, to appear.
[2002, article] (BIB)
Müller, H., Müller, W., Marchand-Maillet, S., Squire, D. M., & Pun, T. (2002). A Framework for Benchmarking in Visual Information Retrieval. International Journal on Multimedia Tools and Applications.
[2002, article] (BIB)
Müller, H. (2002). {J}äger des verlorenen {F}otos - {D}as {GNU} {I}mage {F}inding {T}ool in der {P}raxis. ct Magazin {für} Computertechnik, 6, 252-257.
[2002, article| Download] (BIB)
Bruno, E., & Pellerin, D. (2002). Robust Motion Estimation using Spatial Gabor-like filters. Signal Processing, 82(2), 297-309.
[2001, article] (BIB)
Müller, W., Marchand-Maillet, S., Müller, H., Squire, D. M., & Pun, T. (2001). Evaluating Image Browsers Using Structured Annotation. Journal of American for Information Science and Technology (JASIST), 52(11).
[2001, article| Download] (BIB)
Müller, H., Müller, W., Squire, D. M., Marchand-Maillet, S., & Pun, T. (2001). Performance Evaluation in Content-Based Image Retrieval: Overview and Proposals. Pattern Recognition Letters (Special Issue on Image and Video Indexing), 22(5), 593-601.
[2001, article] (BIB)
Müller, H. (2001). {S}uchen ohne {W}orte -- wie inhaltsbasierte {S}uche funktioniert. ct Magazin {für} Computertechnik, 15, 162-172.
[2000, article| Download] (BIB)
Squire, D. M., Müller, W., Müller, H., & Pun, T. (2000). Content-based query of image databases: inspirations from text retrieval. Pattern Recognition Letters (Selected Papers from The 11th Scandinavian Conference on Image Analysis SCIA '99), 21(13-14), 1193-1198.
[2000, article] (BIB)
Squire, D. M. (2000). Distance Learning Networks: learning a similarity-based distance measure for content--based image retrieval. Journal of Visual Communication and Image Representation.
Squire, D. M., & Caelli, T. M. (2000). Invariance Signatures: Characterizing contours by their departures from invariance. Computer Vision and Image Understanding, 77(3), 284-316.
Squire, D. M., & Pun, T. (1998). Assessing Agreement Between Human and Machine Clusterings of Image Databases. Pattern Recognition, 31(12), 1905-1919.
Pun, T., & Squire, D. M. (1996). Statistical structuring of pictorial databases for content-based image retrieval systems. Pattern Recognition Letters, 17, 1299-1310.

Books or Chapters

[2019, inbook] (BIB)
Cathal Gurrin, Jónsson, B. Þór., Péteri, R., Rudinac, S., Marchand-Maillet, S., & Quénot, G., et al. (2019). Proceedings of 2019 International Conference on Content-Based Multimedia Indexing, CBMI 2019. IEEE proceedings.
[2018, inbook] (BIB)
Marchand-Maillet, S., Silva, Y., & Chavez, E. (2018). Similarity Search and Applications - 11th International Conference, SISAP 2018. Springer.
[2015, inbook| Download] (BIB)
Mohammed, H., & Marchand-Maillet, S. (2015). Scalable Indexing for Big Data Processing. Chapman & Hall.
[2013, inbook] (BIB)
Mohammed, H., vonWyl, M., Bruno, E., & Marchand-Maillet, S. (2013). Learning-Based Interactive Retrieval in Large-scale Multimedia Collections. Springer.
[2013, inbook] (BIB)
Marchand-Maillet, S. (2013). Multimedia Information Retrieval in a Social Context. In N. Agosti M.and Ferro, P. Forner & H. Müller & G. Santucci (Eds.), Springer.
[2012, proceedings] (BIB)
Johan Oomen and Lora Aroyo and Stephane Marchand-Maillet and Jeremy Douglass. (2012). Proceedings of the 2012 ACM Workshop on Personalized Access to Cultural Heritage, PATCH'12 (co-located with ACM Multimedia 2012), November 2, 2012, Nara, Japan. ACM.
[2011, inbook] (BIB)
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2011). Unsupervised Discriminant Embedding in Cluster Spaces. In A. Fred, J. L. G. Dietz & K. Liu & (. J. Filipe (Eds.), Springer.
[2011, inbook| Download] (BIB)
Marchand-Maillet, S., Morrison, D., Szekely, E., Kludas, J., von Wyl, M., & Bruno, E. (2011). Mining Networked Media Collections. Springer.
[2010, proceedings| Download] (BIB)
Fabio Crestani and Stephane Marchand-Maillet and Hsin-Hsi Chen and Efthimis N. Efthimiadis and Jacques Savoy. (2010). Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010. ACM.
[2010, inbook] (BIB)
Tsikrika, T., & Kludas, J. (2010). Overview of the wikipediaMM task at ImageCLEF 2009. Springer.
[2010, inbook] (BIB)
Morrison, D., Bruno, E., & Marchand-Maillet, S. (2010). Capturing the semantics of user interaction: A review and case study. (pp. 269-299). Springer.
[2010, inbook] (BIB)
Marchand-Maillet, S., Morrison, D., Szekely, E., & Bruno, E. (2010). Interactive Representations of Multimodal Databases. In J. -P. Thiran, H. Bourlard & F. Marques (Eds.), Academic Press.
[2009, proceedings| Download] (BIB)
Y. Kompatsiaris and S. Marchand-Maillet and Y. Avrithis and D. Gatica-Perez and N. O'Connor and T.-S. Chua. (2009). Proceedings of the ACM International Conference on Image and Video Retrieval. ACM Press.
[2009, inproceedings] (BIB)
Tsikrika, T., & Kludas, J. (2009). Overview of the wikipediaMM task at ImageCLEF 2008. In Evaluating Systems for Multilingual and Multimodal Information Access, Proceedings of the 9th Workshop of the Cross-Language Evaluation Forum, Lecture Notes in Computer Science.
[2007, book| Download] (BIB)
Marchand-Maillet, S., Bruno, E., Nurnberger, A., & Detyniecki, M. (2007). Adaptive Multmedia Retrieval: User, Context and Feedback Springer-Verlag.
[2001, incollection] (BIB)
Squire, D. M., Müller, H., Müller, W., Marchand-Maillet, S., & Pun, T. (2001). Design and Evaluation of a Content-based Image Retrieval System. In S. M. Rahman (Ed.), (pp. 125-151). Idea Group Publishing.
[2000, book] (BIB)
Marchand-Maillet, S., & Sharaiha, Y. (2000). Binary Digital Image Processing: A Discrete Approach Academic Press.

Conference papers

[2022, inproceedings| Download] (BIB)
Ruiz, U., -, S. M., & Chávez, E. (2022). Stable Anchors for Matching Unlabelled Point Clouds. In Similarity Search and Applications - 15th International Conference, {SISAP} 2022, Bologna, Italy, October 5-7, 2022, Proceedings.
[2022, inproceedings] (BIB)
Marchand-Maillet, S., & Chávez, E. (2022). HubHSP Graph: Effective Data Sampling for Pivot-Based Representation Strategies. In Similarity Search and Applications, Bologna, Italy.
[2021, inproceedings] (BIB)
Marchand-Maillet, S., Pedreira, O., & Chavez, E. (2021). Structural Intrinsic Dimensionality. In Similarity Search and Applications - 14th International Conference (SISAP2021), Dortmund, DE - online.
[2021, inproceedings| Download] (BIB)
Messina, N., Amato, G., Falchi, F., Gennaro, C., & Marchand-Maillet, S. (2021). Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. In 18th International Conference on Content-Based Multimedia Indexing, {CBMI} 2021, Lille, France, June 28-30, 2021.
[2021, inproceedings| Download] (BIB)
Marini, N., Atzori, M., Otálora, S., Marchand-Maillet, S., & Müller, H. (2021). H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression. In {IEEE/CVF} International Conference on Computer Vision Workshops, {ICCVW} 2021, Montreal, BC, Canada, October 11-17, 2021.
[2020, inproceedings| Download] (BIB)
Ouvrard, X., Goff, J. L., & Marchand-Maillet, S. (2020). The HyperBagGraph DataEdron: An Enriched Browsing Experience of Multimedia Datasets. In 46th International Conference on Current Trends in Theory and Practice of Computer Science, SOFSEM 2020.
[2020, inproceedings] (BIB)
Roman-Rangel, E., & Marchand-Maillet, S. (2020). Orthogonal Local Image Descriptors with Convolutional Autoencoders. In Mexican Conference on Pattern Recognition (MCPR2020), Morelia, MX.
[2020, inproceedings] (BIB)
Brangbour, E., Bruneau, P., Tamisier, T., & -, S. M. (2020). Active Learning with Crowdsourcing for the Cold Start of Imbalanced Classifiers. In Cooperative Design, Visualization, and Engineering - 17th International Conference, {CDVE}, Bangkok, TH - online.
[2020, inproceedings] (BIB)
Pedreira, O., Marchand-Maillet, S., & Chávez, E. (2020). Reverse k-Nearest Neighbors Centrality Measures and Local Intrinsic Dimension. In Similarity Search and Applications - 13th International Conference (SISAP2020), Copenhagen, DK - online.
[2019, inproceedings] (BIB)
Brangbour, E., Bruneau, P., Marchand-Maillet, S., Hostache, R., Chini, M., Matgen, P., & Tamisier, T. (2019). Computing flood probabilities using Twitter: application to the Houston urban area during {Harvey}. In Climate Informatics 2019.
[2019, inproceedings| Download] (BIB)
Hoyos, A., Ruiz, U., Marchand-Maillet, S., & Chavez, E. (2019). Indexability-Based Dataset Partitioning. In Similarity Search and Applications - 12th International Conference, {SISAP} 2019, Newark, NJ, USA, October 2-4, 2019, Proceedings.
[2018, inproceedings] (BIB)
Ouvrard, X., Goff, J. L., & Marchand-Maillet, S. (2018). On {Hb}-graphs and their application to hypergraph e-adjacency tensor. In MCCCC 32 - Midwest Conference on Combinatorics and Combinatorial Computing, Duluth, USA.
[2018, inproceedings] (BIB)
Ouvrard, X., Goff, J. L., & Marchand-Maillet, S. (2018). On Adjacency and e-Adjacency in General Hypergraphs: Towards a New e-Adjacency Tensor. In IMA Conference on Theoretical and Computational Discrete Mathematics, Derby, UK.
[2018, inproceedings] (BIB)
Gregorová, M., Ramapuram, J., Kalousis, A., & Marchand-Maillet, S. (2018). Large-scale Nonlinear Variable Selection via Kernel Random Features.. In ECML/PKDD 2018, Dublin, IE.
[2018, inproceedings] (BIB)
Gregorová, M., Kalousis, A., & Marchand-Maillet, S. (2018). Structured Non-linear Variable Selection. In Conference on Uncertainty in Artificial Intelligence UAI2018, Monterey, CA.
[2017, inproceedings] (BIB)
Roman-Rangel, E., & Marchand-Maillet, S. (2017). Visualizing weakly-annotated multi-label Mayan inscriptions with supervised t-{SNE}. In Content-Based Multimedia Indexing (CBMI2017), Florence, IT.
[2017, inproceedings] (BIB)
Nielsen, F., Sun, K., & Marchand-Maillet, S. (2017). K-means clustering with Holder Divergences. In Geometric Science of Information (GSI2017), Paris, FR.
[2017, inproceedings] (BIB)
Roman-Rangel, E., & Marchand-Maillet, S. (2017). Assessing Deep Learning Architectures for Vizualising Maya Hieroglyphs. In Mexican Conference on Pattern Recognition (MCPR2017), Mexico, MX.
[2017, inproceedings] (BIB)
Gregorova, M., Kalousis, A., & Marchand-Maillet, S. (2017). Forecasting and Granger modelling with non-linear dynamical dependencies. In ECML/PKDD 2017, Skopje, MD.
[2017, inproceedings] (BIB)
Gregorova, M., Kalousis, A., & Marchand-Maillet, S. (2017). Learning Predictive Leading Indicators for Forecasting Time Series Systems with Unknown Clusters of Forecast Tasks. In Asian Conference on Machine Learning (ACML2017), Soul, South Korea.
[2016, inproceedings] (BIB)
Schwander, O., Marchand-Maillet, S., & Nielsen, F. (2016). Comix: Joint estimation and lightspeed comparison of mixture models. In IEEE ICASSP 2016, Shanghai, China, March 2016.
[2016, inproceedings] (BIB)
Roman-Rangel, E., Jimenez-Badillo, D., & Marchand-Maillet, S. (2016). Rotation Invariant Local Shape Descriptors for Classification of Archaeological 3D Models. In Mexican Conference on Pattern Recognition (MCPR 2016), Guanajuato, MX.
[2016, inproceedings] (BIB)
Marchand-Maillet, S., Roman-Rangel, E., Mohamed, H., & Nielsen, F. (2016). Quantifying the invariance and robustness of Permutation-based Indexing schemes. In 9th International Conference on Similarity Search and Applications (SISAP 2016), Tokyo, JP.
[2016, inproceedings] (BIB)
Osipyan, H., Lokoč, J., & Marchand-Maillet, S. (2016). Similarity Search of Sparse Histograms on GPU Architecture. In 9th International Conference on Similarity Search and Applications (SISAP 2016), Tokyo, JP.
[2016, inproceedings] (BIB)
Roman-Rangel, E., Can, G., Marchand-Maillet, S., Hu, R., Gayol, C. P., & Krempel, G., et al. (2016). Transferring Neural Representations for Low-dimensional Indexing of Maya Hieroglyphic Art. In 3rd Workshop on Computer Vision for Art Analysis (VISART-ECCV 2016), Amsterdam, NL.
[2016, inproceedings] (BIB)
Roman-Rangel, E., & Marchand-Maillet, S. (2016). Indexing Mayan Hieroglyphs with Neural Codes. In International Conference on Pattern Recognition (ICPR 2016), Cancun, MX.
[2015, inproceedings| Download] (BIB)
Krulis, M., Osipyan, H., & Marchand-Maillet, S. (2015). Permutation based indexing for high dimensional data on GPU architectures. In 13th International Workshop on Content-Based Multimedia Indexing, CBMI 2015, Prague, Czech Republic, June 10-12, 2015.
[2015, inproceedings| Download] (BIB)
Krulis, M., Osipyan, H., & Marchand-Maillet, S. (2015). Optimizing Sorting and Top-k Selection Steps in Permutation Based Indexing on GPUs. In New Trends in Databases and Information Systems - ADBIS 2015 Short Papers and Workshops, Poitiers, France, September 8-11, 2015. Proceedings.
[2015, inproceedings| Download] (BIB)
Sun, K., Wang, J., Kalousis, A., & Marchand-Maillet, S. (2015). Information Geometry and Minimum Description Length Networks. In Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, 6-11 July 2015.
[2015, inproceedings| Download] (BIB)
Osipyan, H., Krulis, M., & Marchand-Maillet, S. (2015). A Survey of CUDA-based Multidimensional Scaling on GPU Architecture. In 2015 Imperial College Computing Student Workshop, ICCSW 2015, September 24-25, 2015, London, United Kingdom.
[2015, inproceedings] (BIB)
Gregorova, M., Kalousis, A., Marchand-Maillet, S., & Wang, J. (2015). Learning coherent Granger-causality in panel vector autoregressive models. In Demand Forecasting Workshop at ICML 2015.
[2015, inproceedings| Download] (BIB)
Sun, K., Wang, J., Kalousis, A., & Marchand-Maillet, S. (2015). Space-Time Local Embeddings. In Proceedings of Advances in Neural Information Processing Systems 28 (NIPS 2015), Montreal, Canada, December 2015.
[2014, inproceedings] (BIB)
Gatica-Perez, D., Pallan, C., Marchand-Maillet, S., Odobez, J., Roman Rangel, E., & Grube, N. (2014). The MAAYA Project: Multimedia Analysis and Access for Documentation and Decipherment of Maya Epigraphy. In Digital Humanities (DH 2014), Lausanne, Switzerland.
[2014, inproceedings] (BIB)
Roman-Rangel, E., & Marchand-Maillet, S. (2014). HOOSC128: A More Robust Local Shape Descriptor. In Proceedings of the 6th Mexican Conference on Pattern Recognition (MCPR2014), Cancun, Mexico.
[2014, inproceedings] (BIB)
Mohamed, H., Osipyan, H., & Marchand-Maillet, S. (2014). Fast Large-Scale Multimedia Indexing and Searching. In Proceedings of the International Workshop on Content-Based Multimedia Indexing (CBMI 2014), Klagenfurt, Austria.
[2014, inproceedings] (BIB)
Wang, J., Sun, K., Sha, F., Marchand-Maillet, S., & Kalousis, A. (2014). Two-Stage Metric Learning. In Proceedings of the International Conference on Machine Learning (ICML 2014), Beijing, China.
[2014, inproceedings] (BIB)
Sun, K., & Marchand-Maillet, S. (2014). An Information Geometry of Statistical Manifold Learning. In Proceedings of the International Conference on Machine Learning (ICML 2014), Beijing, China.
[2014, inproceedings] (BIB)
Sun, K., Mohamed, H., & Marchand-Maillet, S. (2014). Sparsity on Statistical Simplexes and Diversity in Social Ranking. In Proceedings of the 6th Asian Conference on Machine Learning (ACML 2014), Nha Trang, Vietnam.
[2014, inproceedings] (BIB)
Marchand-Maillet, S. (2014). Digesting Large-scale Data. In Invited talk at the 11th French Information Retrieval Conference (CORIA 2014), Nancy, France.
[2014, inproceedings] (BIB)
Heravi, B., Morrison, D., Khare, P., & Marchand-Maillet, S. (2014). Where is the news breaking? Towards a location-based event detection framework for journalists. In Proceedings of the 20th Anniversary International Conference on MultiMedia Modeling (MMM 2014), Dublin, Ireland.
[2014, inproceedings] (BIB)
Mohamed, H., Osipyan, H., & Marchand-Maillet, S. (2014). Multi-Core (CPU and GPU) For Permutation-Based Indexing. In Proceedings of the 7th Internation Conference on Similarity Search and Applications (SISAP2014), Los Cabos, Mexico.
[2014, inproceedings] (BIB)
Sun, K., & Marchand-Maillet, S. (2014). Information Geometric Density Estimation. In Proceedings of the 34th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt2014), Amboise, France.
[2014, inproceedings] (BIB)
Osipyan, H., Morton, A., & Marchand-Maillet, S. (2014). Fast Interactive Information Retrieval with Sampling-Based MDS on GPU Architectures. In Proceedings of the 7th Information Retrieval Facility Conference (IRFC 2014), Copenhagen, DK.
[2014, inproceedings] (BIB)
Rangel, E. R., & Marchand-Maillet, S. (2014). Automatic Removal of Visual Stop-Words. In Proceedings of the 34th International ACM Multimeia Conference (ACM Multimedia 2014), Orlando, FL.
[2013, inproceedings| Download] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2013). Permutation-Based Pruning for Approximate K-NN Search. In DEXA, Prague, CZ.
[2013, inproceedings] (BIB)
Sun, K., Morrison, D., Bruno, E., & Marchand-Maillet, S. (2013). Learning Representative Nodes in Social Networks. In 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Gold Coast, AU.
[2013, inproceedings] (BIB)
Marchand-Maillet, S., & Hofreiter, B. (2013). Multi-dimensional Information Ordering to Support Decision-making Processes. In IEEE Conference on Business Informatics (IEEE-CBI 2013), Vienna, AT.
[2013, inproceedings| Download] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2013). Metric Suffix Array For Large-Scale Similarity Search. In ACM WSDM 2013 Workshop on Large Scale and Distributed Systems for Information Retrieval, Rome, IT.
[2013, inproceedings] (BIB)
Roman-Rangel, E., & Marchand-Maillet, S. (2013). Bag-of-Visual-Phrases via Local Contexts. In Proceedings of Workshop in Recent Advances in Computer Vision and Pattern Recognition (RACVPR). In the 2nd Asian Conference on Pattern Recognition (ACPR).
[2013, inproceedings] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2013). Quantized Ranking for Permutation-Based Indexing. In SISAP, Coruna, SP.
[2013, inproceedings] (BIB)
Hofreiter, B., & Marchand-Maillet, S. (2013). Rank Aggregation for QoS-Aware Web Service Selection and Composition. In Proceedings of the IEEE International Conference on Service Oriented Computing & Applications (SOCA 2013), Kauai Island, Hawai.
[2013, inproceedings] (BIB)
Roman-Rangel, E., Odobez, J., & Gatica-Perez, D. (2013). Evaluating Shape Descriptors for Detection of Maya Hieroglyphs. In Proceedings of the 5th Mexican Conference on Pattern Recognition (MCPR).
[2013, inproceedings] (BIB)
Roman-Rangel, E., & Marchand-Maillet, S. (2013). Stopwords Detection in Bag-of-Visual-Words: The Case of Retrieving Maya Hieroglyphs. In Proceedings of the 2nd International Workshop on Multimedia for Cultural Heritage (MM4CH). In the 17th International Conference on Image Analysis and Processing (ICIAP).
[2012, inproceedings] (BIB)
Sun, K., Bruno, E., & Marchand-Maillet, S. (2012). Unsupervised Skeleton Learning for Manifold Denoising and Outlier Detection. In International Conference on Pattern Recognition (ICPR'2012), Tsukuba, JP.
[2012, inproceedings] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2012). Distributed Media indexing based on MPI and MapReduce. In Content-based Multimedia Indexing (CBMI'2012), Annecy, FR.
[2012, inproceedings] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2012). Enhancing MapReduce using MPI and an optimized data exchange policy. In ICPP 2012: The 41st International Conference on Parallel Processing, (P2S2 Workshop), Pittsburgh.
[2012, inproceedings| Download] (BIB)
von Wyl, M., Hofreiter, B., & Marchand-Maillet, S. (2012). Serendipitous Exploration of Large-scale Product Catalogs. In 14th IEEE International Conference on Commerce and Enterprise Computing (CEC 2012), Hangzhou, CN.
[2012, inproceedings| Download] (BIB)
von Wyl, M., & Marchand-Maillet, S. (2012). SwiftLink: Serendipitous Navigation Strategy for Large-scale Document Collections. In 2nd International Workshop on Recommender Systems meet Databases (DEXA2012 - RSmeetDB), Vienna, Austria.
[2012, inproceedings] (BIB)
Sun, K., Bruno, E., & Marchand-Maillet, S. (2012). Stochastic Unfolding. In IEEE Machine Learning for Signal Processing Workshop (MLSP'2012), Santander, Spain.
[2012, inproceedings] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2012). Parallel Approaches to Permutation-Based Indexing using Inverted Files. In 5th International Conference on Similarity Search and Applications (SISAP), Toronto, CA.
[2011, inproceedings] (BIB)
Morrison, D., Bruno, E., & Marchand-Maillet, S. (2011). Query log simulation for long-term learning in image retrieval. In Content-based Multimedia Indexinding (CBMI'11), Madrid, Spain.
[2011, inproceedings] (BIB)
von Wyl, M., Mohamed, H., Bruno, E., & Marchand-Maillet, S. (2011). A Parallel Cross-Modal Search Engine over Large-Scale Multimedia Collections with Interactive Relevance Feedback. In Demo at ACM International Conference on Multimedia Retrieval (ACM-ICMR'11), Trento, Italy.
[2011, inproceedings] (BIB)
Kludas, J., & Marchand-Maillet, S. (2011). Effective Multimodal Information Fusion by Structure Learning. In 14th International Conference on Information Fusion (FUSION 2011), Chicago, IL.
[2011, inproceedings] (BIB)
Mohamed, H., von Wyl, M., Bruno, E., & Marchand-Maillet, S. (2011). Learning-Based Interactive Retrieval in Large-Scale Multimedia Collections. In Adaptive Multimedia Retrieval.
[2010, inproceedings] (BIB)
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2010). High-dimensional multimodal distribution embedding. In IEEE ICDM 2010 Workshop on Visual Analytics and Knowledge Discovery (VAKD'10), Sydney, Australia.
[2010, inproceedings| Download] (BIB)
Morrison, D., Bruno, E., & Marchand-Maillet, S. (2010). TagCaptcha: Annotating images with CAPTCHAs. In ACM MULTIMEDIA 2010 (Demo Program), Firenze, Italy.
[2009, inproceedings| Download] (BIB)
Marchand-Maillet, S., Eniko Szekely, & Bruno, E. (2009). Optimizing Strategies for the Exploration of Social-Networks and Associated Data Collections. In Proceedings of the International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS'09) - Special session on "People, Pixels, Peers: Interactive Content in Social Networks", London, UK.
[2009, inproceedings| Download] (BIB)
Morrison, D., Marchand-Maillet, S., & Bruno, E. (2009). Modelling long-term relevance feedback. In Proceedings of the ECIR Workshop on Information Retrieval over Social Networks, Toulouse, FR.
[2009, inproceedings| Download] (BIB)
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2009). Distance Transformation for Effective Dimension Reduction of High-Dimensional Data. In 1st International Workshop on Topological Learning (in conjunction with the 18th International Symposium on Methodologies for Intelligent Systems), Prague, Czech Republic.
[2009, inproceedings| Download] (BIB)
Bruno, E., & Marchand-Maillet, S. (2009). Multiview clustering: a late fusion approach using latent models. In Proceedings of the 32nd ACM Special Interest Group on Information Retrieval Conference, SIGIR 09, Boston, USA.
[2009, inproceedings| Download] (BIB)
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2009). Unsupervised Discriminant Embedding in Cluster Spaces. In International Conference on Knowledge Discovery and Information Retrieval (KDIR'09), Madeira, Portugal.
[2009, inproceedings| Download] (BIB)
Morrison, D., Marchand-Maillet, S., & Bruno, E. (2009). TagCaptcha: Annotating images with CAPTCHAs. In Proceedings of the Human Computation Workshop (HCOMP2009) - co-located with ACM-KDD 2009, Paris, FR.
[2008, inproceedings| Download] (BIB)
Kludas, J., Marchand-Maillet, S., & Bruno, E. (2008). Exploiting document feature interactions for efficient information fusion in high dimensional spaces. In Proceedings of the First International Workshops on Image Processing Theory, Tools and Applications (IPTA'2008), Sousse, Tunisia.
[2008, inproceedings| Download] (BIB)
Morrison, D., Marchand-Maillet, S., & Bruno, E. (2008). Semantic clustering of images using patterns of relevance feedback. In Proceedings of the 6th International Workshop on Content-based Multimedia Indexing (CBMI'2008), London, UK.
[2008, inproceedings| Download] (BIB)
Kludas, J., Bruno, E., & Marchand-Maillet, S. (2008). Exploiting Synergistic and Redundant Features for Multimedia Document Classification. In 32nd Annual Conference of the German Classification Society - Advances in Data Analysis, Data Handling and Business Intelligence (GfKl 2008), Hamburg, Germany.
[2008, inproceedings| Download] (BIB)
Kludas, J., Bruno, E., & Marchand-Maillet, S. (2008). Can Feature Information Interaction help for Information Fusion in Multimedia Problems?. In First International Workshop on Metadata Mining for Image Understanding, Funchal, Madeira.
[2007, inproceedings| Download] (BIB)
Bruno, E., Kludas, J., & Marchand-Maillet, S. (2007). Combining Multimodal Preferences for Multimedia Information Retrieval. In Proc. of International Workshop on Multimedia Information Retrieval, Augsburg, Germany.
[2007, inproceedings| Download] (BIB)
Kludas, J., Bruno, E., & Marchand-Maillet, S. (2007). Information Fusion in Multimedia Information Retrieval. In Proceedings of 5th international Workshop on Adaptive Multimedia Retrieval (AMR), Paris, France.
[2007, inproceedings| Download] (BIB)
Kludas, J. (2007). Multimedia Retrieval and Classification for Web Content. In Proceedings of BCS IRSG Symposium: Future Directions in InformationAccess (FDIA), Glasgow, Scotland.
[2007, inproceedings| Download] (BIB)
Morrison, D., Marchand-Maillet, S., & Bruno, E. (2007). Automatic image annotation with relevance feedback and latent semantic analysis. In Proceedings 5th International Workshop on Adaptive Multimedia Retrieval, Paris, France.
[2007, inproceedings| Download] (BIB)
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2007). Clustered multidimensional scaling for exploration in information retrieval. In 1st International Conference on the Theory of Information Retrieval (ICTIR'07), Budapest, Hungary.
[2007, inproceedings| Download] (BIB)
Morrison, D., Marchand-Maillet, S., & Bruno, E. (2007). Hierarchical long-term learning for automatic image annotation. In Proceedings 2nd International Conference on Semantic and Digital Media Technologies, Genova, Italy.
[2006, inproceedings| Download] (BIB)
Janvier, B., Bruno, E., Maillet, S. M., & Pun, T. (2006). Performance evaluation of a contextual news story segmentation algorithm. In Proc. SPIE Vol. 6073, 60730X, Multimedia Content Analysis, Management, and Retrieval, San Jose, CA.
[2006, inproceedings] (BIB)
Kosinov, S., & Marchand-Maillet, S. (2006). Visual object categorization with indefinite kernels in discriminantanalysis framework. In Proceedings of SPIE Photonics West, Electronic Imaging 2006, MultimediaContent Analysis, Management, and Retrieval 2006 (EI122), San Jose, USA.
[2006, inproceedings| Download] (BIB)
Bruno, E., Moënne-Loccoz, N., & Marchand-Maillet, S. (2006). Asymmetric Learning and Dissimilarity Spaces for Content-based Retrieval. In Proc. of International Conference on Image and Video Retrieval (CIVR), Tempe, AZ.
[2006, inproceedings| Download] (BIB)
Kosinov, S., Marchand-Maillet, S., Kozintsev, I., Dulong, C., & Pun, T. (2006). Dual diffusion model of spreading activation for content-based imageretrieval. In 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, Santa Barbara, CA, USA.
[2006, inproceedings| Download] (BIB)
Marchand-Maillet, S., & Worring, M. (2006). Benchmarking image and video retrieval: an overview. In Proc. of the Workshop on Multimedia Information Retrieval, Santa Barbara, CA.
[2005, inproceedings| Download] (BIB)
Bruno, E., Moënne-Loccoz, N., & Marchand-Maillet, S. (2005). Interactive Video Retrieval based on Multimodal Dissimilarity Representation. In Proceedings of the Machine Learning Techniques for Processing Multimedia Content- ICML workshop, MLMM'05, Bonn, Germany.
[2005, inproceedings| Download] (BIB)
Janvier, B., Marchand-Maillet, S., Bruno, E., & Pun, T. (2005). Semantic segmentation of video collections using boosted random fields. In Proceedings of the 2005 second Workshop on Machine Learning and MultimodalInteraction, {MLMI'05}, Edinburgh, UK.
[2005, inproceedings| Download] (BIB)
Janvier, B., Bruno, E., Marchand-Maillet, S., & Pun, T. (2005). A contextual model for semantic video structuring. In Proceedings of the 13th European Signal Processing Conference (Eusipco2005), Antalya, Turkey.
[2005, inproceedings| Download] (BIB)
Kosinov, S., Marchand-Maillet, S., & Pun, T. (2005). Countering the false positive projection effect in nonlinear asymmetricclassification. In The IEEE Symposium on Signal Processing and Information Technology(ISSPIT'05), Athens, Greece.
[2005, inproceedings] (BIB)
Moënne-Loccoz, N., Bruno, E., & Marchand-Maillet, S. (2005). Interactive Retrieval of Video Sequences from Local Feature Dynamics. In Proceedings of the 3rd International Workshop on Adaptive MultimediaRetrieval, AMR'05, Glasgow, UK.
[2005, inproceedings] (BIB)
Kosinov, S., Titov, I., & Marchand-Maillet, S. (2005). Large Margin Multiple Hyperplane Classification for Content-based Multimedia Retrieval. In Proceedings of the 1st Workshop on Machine Learning Techniques for Processing Multimedia Content, {MLMM'05}, Bonn, Germany.
[2005, inproceedings| Download] (BIB)
Bruno, E., Moënne-Loccoz, N., & Marchand-Maillet, S. (2005). Learning User Queries in Multimodal Dissimilarity Spaces. In Proceedings of the 3rd International Workshop on Adaptive MultimediaRetrieval, AMR'05, Glasgow, UK.
[2005, inproceedings| Download] (BIB)
Marchand-Maillet, S., & Bruno, E. (2005). Collection Guiding: A new framework for handling large multimediacollections. In Proceedings of the First Workshop on Audio-visual Content And InformationVisualization In Digital Librairies, {AVIVDiLib05}, Cortona, Italy.
[2005, inproceedings] (BIB)
Moënne-Loccoz, N., Bruno, E., & Marchand-Maillet, S. (2005). Interactive Partial Matching of Video Sequences in Large Collections. In {IEEE} International Conference on Image Processing, Genova, Italy.
[2004, inproceedings] (BIB)
Kosinov, S., & Marchand-Maillet, S. (2004). Evaluation of distance-based discriminant analysis and its kernelizedextension in visual object recognition. In Proceedings of the 7th International on signal/image processing andpattern recognition ({UkrObraz} 2004), Kijiv, Ukraine.
[2004, inproceedings| Download] (BIB)
Kosinov, S., & Marchand-Maillet, S. (2004). Hierarchical Ensemble Learning For Multimedia Categorization AndAutoannotation. In Proceedings of the 2004 {IEEE} Signal Processing Society Workshop({MLSP} 2004), São Lu{í}s, Brazil.
[2004, inproceedings| Download] (BIB)
Kosinov, S., Marchand-Maillet, S., & Pun, T. (2004). Iterative majorization approach to the distance-based discriminantanalysis. In Proceedings of the 28th Annual Conference of the {GfKl} 2004, Dortmund, Germany.
[2004, inproceedings| Download] (BIB)
Kosinov, S., & Marchand-Maillet, S. (2004). Multimedia autoannotation via hierarchical semantic ensembles. In Proceedings of the Int. Workshop on Learning for Adaptable VisualSystems ({LAVS} 2004), Cambridge, UK.
[2004, inproceedings| Download] (BIB)
Kosinov, S., Marchand-Maillet, S., & Pun, T. (2004). Visual object categorization using distance-based discriminant analysis. In Proceedings of the 4th International Workshop on Multimedia Data and Document Engineering, Washington, DC.
[2004, inproceedings] (BIB)
Jelmini, C., & Marchand-Maillet, S. (2004). OWL-based reasoning with retractable inference. In Proceedings of {RIAO} 2004, Conference on coupling approaches, couplingmedia and coupling languages for information retrieval, Avignon, France.
[2004, inproceedings] (BIB)
Muller, H., Geissbuhler, A., Marchand-Maillet, S., & Clough, P. (2004). Benchmarking Image Retrieval Applications. In Proceedings of the 7th Internatinoal Conference on VISual InformationSystems {(VIS'2004)}, San Francisco, USA.
[2004, inproceedings] (BIB)
Moënne-Loccoz, N., Bruno, E., & Marchand-Maillet, S. (2004). Video Content Representation as Salient Regions of Activity. In Proceedings of the International Conference on Image and Video Retrieval, Dublin, Ireland.
[2004, inproceedings] (BIB)
Pallotta, V., Ballim, A., Marchand-Maillet, S., & Lisowska, A. (2004). Towards Meeting Information Sytems: Meeting Knowledge Management. In Proceedings of the International Conference on Enterprise InformationSytems {(ICEIS 04)}, Porto, Portugal.
[2004, inproceedings| Download] (BIB)
Moënne-Loccoz, N., Janvier, B., , E. B., & Marchand-Maillet, S. (2004). Managing Video at Large. In Proceedings of the ACM SIGMOD Workshop on Computer Vision meets Databases, Paris, France.
[2004, inproceedings| Download] (BIB)
Moënne-Loccoz, N., Janvier, B., Marchand-Maillet, S., & Bruno, E. (2004). An Integrating Framework for the Management of Video Collections. In Proceedings of the 2004 First Workshop on Machine Learning and MultimodalInteraction, {MLMI'04}, Martigny, Switzerland.
[2003, inproceedings| Download] (BIB)
Bruno, E., & Marchand-Maillet, S. (2003). Prédiction Temporelle de Descripteurs Visuels pour la Mesurede Similarité entre Vidéos. In Proceedings of the GRETSI'03, Paris, France.
[2003, inproceedings| Download] (BIB)
Bruno, E., & Marchand-Maillet, S. (2003). Nonlinear Temporal Modeling for Motion-based Video Overviewing. In Proceedings of the 3rd International Workshop on Content-Based MultimediaIndexing, CBMI'03, Rennes, France.
[2003, inproceedings] (BIB)
Jelmini, C., & Marchand-Maillet, S. (2003). {DEVA}: an extensible ontology-based annotation model for visualdocument collections. In Proceedings of {SPIE} Photonics West, Electronic Imaging 2002, InternetImaging {IV}, Santa Clara, CA, USA.
[2003, inproceedings] (BIB)
Müller, H., Geissbuhler, A., & Marchand-Maillet, S. (2003). Extension to the Multimedia Retrieval Markup Language: A communicationprotocol for content-based image retrieval. In Proceedings of the 3rd International Workshop on Content-Based MultimediaIndexing, CBMI'03, Rennes, France.
[2003, inproceedings| Download] (BIB)
Kosinov, S., & Marchand-Maillet, S. (2003). Overview of approaches to semantic augmentation of multimedia databasesfor efficient access and content retrieval. In Proceedings of the 1st International Workshop on Adaptive MultimediaRetrieval (AMR 2003), Hamburg.
[2003, inproceedings| Download| Download another format] (BIB)
Müller, H., Müller, W., Marchand-Maillet, S., Squire, D. M., & Pun, T. (2003). A framework for benchmarking in visual information retrieval. In Int. Journal on Multimedia Tools and Applications (Kluwer), SpecialIssue on Multimedia Information Retrieval.
[2002, inproceedings] (BIB)
Müller, H., Marchand-Maillet, S., & Pun, T. (2002). The Truth About {C}orel -- Evaluation in Image Retrieval. In Proceedings of The Challenge of Image and Video Retrieval {(CIVR2002)}, London, UK.
[2002, inproceedings| Download] (BIB)
Bruno, E., & Pellerin, D. (2002). Video structuring, indexing and retrieval based on global motionwavelet coefficients. In Proceedings of International Conference of Pattern Recognition (ICPR), Quebec City, Canada.
[2002, inproceedings| Download] (BIB)
Bruno, E., & Pellerin, D. (2002). Video shot detection based on temporal linear prediction of motion. In Proceedings of the IEEE International Conference on Multimedia andExposition (ICME), Lausanne, Switzerland.
[2002, inproceedings] (BIB)
Louchnikova, T., & Marchand-Maillet, S. (2002). Flexible Image Decomposition for Multimedia Indexing and Retrieval. In Proceedings of {SPIE} Photonics West, Electronic Imaging 2002, InternetImaging {III}, San Jose, USA.
[2002, inproceedings] (BIB)
Marchand-Maillet, S. (2002). {CBIR} in Geneva: Past, Present and Future. In Meeting Content-Based Image and Video Retrieval (Dagstuhl seminar)- (Invited).
[2002, inproceedings] (BIB)
Pfund, T., & Marchand-Maillet, S. (2002). A Dynamic Multimedia Annotation Tool. In Proccedings of {SPIE} Photonics West, Electronic Imaging 2002, InternetImaging {III}, San Jose, USA.
[2002, inproceedings] (BIB)
Marchand-Maillet, S. (2002). Construction of a Formal Multimedia Benchmark. In Proceedings of the European Signal Processing Conference {(EUSIPCO2002)}, Toulouse, France.
[2001, inproceedings] (BIB)
Marchand-Maillet, S. (2001). Performance Evaluation in Content-Based Image Retrieval. In Multimedia Content-Based Indexing and Retrieval {(MMCBIR} 2001), INRIA Rocquencourt, Paris, France.
[2001, conference| Download] (BIB)
Bruno, E., & Pellerin, D. (2001). Global motion model based on \textsc{B}-spline wavelets : application to motion estimation and video indexing. In Proc. of the 2nd Int. Symposium. on Image and Signal Processing and Analysis, ISPA'01.
[2001, inproceedings| Download] (BIB)
Müller, H., Müller, W., Squire, D. M., Marchand-Maillet, S., & Pun, T. (2001). Automated Benchmarking in Content-based Image Retrieval. In Proceedings of the 2001 IEEE International Conference on Multimediaand Expo (ICME2001), Tokyo, Japan.
[2001, inproceedings| Download] (BIB)
Marchand-Maillet, S., Lasri, N., Müller, H., Müller, W., & Pun, T. (2001). The Reality of Content-based Image Retrieval. In Proceeding of the meeting Suchbilder, Berlin, Germany.
[2001, inproceedings] (BIB)
Müller, H., Müller, W., Marchand-Maillet, S., Squire, D. M., & Pun, T. (2001). A Web-Based Evaluation System for Content-Based Image Retrieval. In Proceedings of the {ACM} Multimedia Workshop on Multimedia InformationRetrieval {(ACM} {MIR} 2001), Ottawa, Canada.
[2001, inproceedings| Download| Download another format] (BIB)
Pereira, S., Voloshynovskiy, S., Madueño, M., Marchand-Maillet, S., & Pun, T. (2001). Second generation benchmarking and application oriented evaluation. In Information Hiding Workshop, Pittsburgh, PA, USA.
[2001, inproceedings] (BIB)
Bruno, E., Moënne-Loccoz, N., & Marchand-Maillet, S. (2001). Unsupervised Event Discrimination Based on Nonlinear Temporal Modellingof Activity. In Pattern Analysis and Application {(PAA)}, special issue on VideoBased Event Detection, to appear.
[2000, inproceedings] (BIB)
Müller, W., Müller, H., Marchand-Maillet, S., Pun, T., Squire, D. M., & c, Z. P., et al. (2000). MRML: A communication protocol for content-based multimedia retrieval. In Proposal, ISO/IEC JTC1/SC29/WG11, MPEG00/M6099, Int. Organiz. forStandardization, Coding of Moving Pictures and Associated Audio, Geneva.
[2000, inproceedings| Download| Download another format] (BIB)
Müller, W., Müller, H., Marchand-Maillet, S., Pun, T., Squire, D. M., & c, Z. P., et al. (2000). {MRML}: A Communication Protocol for Content-Based Image Retrieval. In International Conference on Visual Information Systems (Visual 2000), Lyon, France.
[2000, inproceedings| Download| Download another format] (BIB)
Müller, W., Marchand-Maillet, S., Müller, H., & Pun, T. (2000). Towards a fair benchmark for image browsers. In SPIE Photonics East, Voice, Video, and Data Communications, Boston, MA, USA.
[2000, inproceedings| Download| Download another format] (BIB)
Müller, W., c, Z. P., Müller, H., Marchand-Maillet, S., Pun, T., & Squire, D. M., et al. (2000). MRML: An Extensible Communication Protocol for Interoperability andBenchmarking of Multimedia Information Retrieval Systems. In SPIE Photonics East - Voice, Video, and Data Communications, Boston, MA, USA.
[2000, inproceedings| Download| Download another format] (BIB)
Müller, H., Müller, W., Squire, D. M., Marchand-Maillet, S., & Pun, T. (2000). Lernen von Merkmalsgewichtungen beim inhaltsbasierten Suchen in grossenBilddatenbanken (Content-based image retrieval). In Proceedings of the Fachwissenschaftlicher Informatik-Kongress, Bad Schussenried, Germany.
[2000, inproceedings] (BIB)
Bruno, E., & Pellerin, D. (2000). Global Motion Fourier Series Expansion for Video Indexing and Retrieval. In VISUAL '00: Proceedings of the 4th International Conference on Advances in Visual Information Systems, London, UK.
[2000, inproceedings| Download| Download another format] (BIB)
Müller, H., Müller, W., Squire, D. M., Marchand-Maillet, S., & Pun, T. (2000). Learning features weights from user behavior in Content-Based ImageRetrieval. In ACM SIGKDD International Conference on Knowledge Discovery and DataMining (Workshop on Multimedia Data Mining MDM/KDD2000), Boston, MA, USA.
[2000, inproceedings| Download| Download another format] (BIB)
Müller, H., Müller, W., Squire, D. M., c, Z. P., Marchand-Maillet, S., & Pun, T. (2000). An Open Framework for Distributed Multimedia Retrieval. In Recherche d'Informations Assistée par Ordinateur (RIAO'2000) Computer-AssistedInformation Retrieval, Paris, France.
[2000, inproceedings| Download| Download another format] (BIB)
Müller, H., Müller, W., Marchand-Maillet, S., & Squire, D. M. (2000). Strategies for positive and negative relevance feedback in imageretrieval. In Proceedings of the International Conference on Pattern Recognition(ICPR'2000), Barcelona, Spain.
[1999, inproceedings| Download| Download another format] (BIB)
Müller, H., Squire, D. M., Müller, W., & Pun, T. (1999). Efficient access methods for content-based image retrieval with invertedfiles. In Multimedia Storage and Archiving Systems IV (VV02), Boston, Massachusetts, USA.
[1999, inproceedings| Download| Download another format] (BIB)
Squire, D. M., Müller, W., & Müller, H. (1999). Relevance feedback and term weighting schemes for content-based imageretrieval. In Third International Conference On Visual Information Systems, Amsterdam, The Netherlands.
[1999, inproceedings| Download| Download another format] (BIB)
Squire, D. M., Müller, W., Müller, H., & Raki, J. (1999). Content-based query of image databases, inspirations from text retrieval:inverted files, frequency-based weights and relevance feedback. In The 11th Scandinavian Conference on Image Analysis, Kangerlussuaq, Greenland.
[1999, inproceedings| Download| Download another format] (BIB)
Squire, D. M., Müller, H., & Müller, W. (1999). Improving Response Time by Search Pruning in a Content-Based ImageRetrieval System, Using Inverted File Techniques. In IEEE Workshop on Content-based Access of Image and Video Libraries(CBAIVL-99), Fort Collins, Colorado, USA.
[1999, inproceedings| Download| Download another format] (BIB)
Müller, W., Squire, D. M., Müller, H., & Pun, T. (1999). Hunting moving targets: an extension to {B}ayesian methods in multimediadatabases. In Multimedia Storage and Archiving Systems IV (VV02), Boston, Massachusetts, USA.
[1999, inproceedings| Download] (BIB)
Müller, H., Squire, D. M., Müller, W., & Pun, T. (1999). Content-based image retrieval, bildinhaltsbasiertes Suchen in großenBilddatenbanken. In Informatiktage 99, Bad Schussenried, Germany.
[1998, inproceedings| Download| Download another format] (BIB)
Squire, D. M. (1998). Learning a similarity-based distance measure for image database organizationfrom human partitionings of an image set. In Fourth IEEE Workshop on Applications of Computer Vision (WACV'98), Princeton, NJ, USA.
[1998, inproceedings] (BIB)
Squire, D. M. (1998). Using human partitionings of image sets to learn a similarity-baseddistance measure for the organization of image databases. In Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA.
[1997, inproceedings| Download| Download another format] (BIB)
Squire, D. M., & Pun, T. (1997). A Comparison of Human and Machine Assessments of Image Similarityfor the Organization of Image Databases. In The 10th Scandinavian Conference on Image Analysis, Lappeenranta, Finland.
[1996, inproceedings] (BIB)
Rauber, C., Tschudin, P., Startchik, S., & Pun, T. (1996). Archival and retrieval for large image databases: application to an historical watermarks archive. In Objects Applications.
[1996, inproceedings] (BIB)
Rauber, C., Tschudin, P., Startchik, S., & Pun, T. (1996). Archival and retrieval of historical watermark images. In ICIP'96, IEEE International Conference on Image Processing, Lausanne, Switzerland.
[1996, inproceedings] (BIB)
Rauber, C., Tschudin, P., Startchik, S., & Pun, T. (1996). Archivage et recherche d'images de filigranes. In CNED'96, 4ème Coll. National sur l'Ecrit et le Document, Nantes, France.

Technical Reports / arXiv

[2022, techreport| Download] (BIB)
Blondé, L., Kalousis, A., & Marchand-Maillet, S. (2022). Optimality Inductive Biases and Agnostic Guidelines for Offline Reinforcement Learning.
[2022, techreport| Download] (BIB)
Marini, N., Atzori, M., Otálora, S., -, S. M., & Müller, H. (2022). H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression.
[2022, techreport| Download] (BIB)
Brangbour, E., Bruneau, P., Tamisier, T., & Marchand-Maillet, S. (2022). Cold Start Active Learning Strategies in the Context of Imbalanced Classification.
[2022, techreport| Download] (BIB)
Graziani, M., Otalora, S., Marchand-Maillet, S., Muller, H., & Andrearczyk, V. (2022). Learning Interpretable Microscopic Features of Tumor by Multi-task Adversarial CNNs Improves Generalization.
[2021, techreport| Download] (BIB)
Messina, N., Amato, G., Falchi, F., Gennaro, C., & Marchand-Maillet, S. (2021). Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features.
[2020, techreport| Download] (BIB)
Ouvrard, X., Goff, J. L., & Marchand-Maillet, S. (2020). Tuning Ranking in Co-occurrence Networks with General Biased Exchange-based Diffusion on Hyper-bag-graphs CoRR abs/2003.07323.
[2020, techreport| Download] (BIB)
Brangbour, E., Bruneau, P., -, S. M., Hostache, R., Chini, M., Matgen, P., & Tamisier, T. (2020). Computing flood probabilities using Twitter: application to the Houston urban area during Harvey CoRR abs/2012.03731.
[2020, techreport| Download] (BIB)
Messina, N., Amato, G., Esuli, A., Falchi, F., Gennaro, C., & -, S. M. (2020). Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders CoRR abs/2008.05231.
[2019, techreport| Download] (BIB)
Brangbour, E., Bruneau, P., Marchand-Maillet, S., Hostache, R., Matgen, P., Chini, M., & Tamisier, T. (2019). Extracting localized information from a Twitter corpus for flood prevention CoRR abs/1903.04748.
[2019, techreport| Download] (BIB)
Strasser, P., Armand, S., Marchand-Maillet, S., & Kalousis, A. (2019). Learning by stochastic serializations CoRR abs/1905.11245.
[2019, techreport| Download] (BIB)
Ouvrard, X., Goff, J. L., & Marchand-Maillet, S. (2019). The HyperBagGraph DataEdron: An Enriched Browsing Experience of Multimedia Datasets CoRR abs/1905.11695.
[2018, techreport| Download] (BIB)
Gregorová, M., Kalousis, A., & Marchand-Maillet, S. (2018). Structured nonlinear variable selection CoRR abs/1805.06258.
[2018, techreport| Download] (BIB)
Gregorová, M., Ramapuram, J., Kalousis, A., & Marchand-Maillet, S. (2018). Large-scale Nonlinear Variable Selection via Kernel Random Features. CoRR abs/1804.07169.
[2018, techreport| Download] (BIB)
Ouvrard, X., Goff, J. L., & Marchand-Maillet, S. (2018). On Adjacency and e-Adjacency in General Hypergraphs: Towards a New e-Adjacency Tensor CoRR abs/1809.00162.
[2018, techreport| Download] (BIB)
Ouvrard, X., Goff, J. L., & Marchand-Maillet, S. (2018). Hypergraph Modeling and Visualisation of Complex Co-occurence Networks CoRR abs/1809.00164.
[2018, techreport| Download] (BIB)
Ouvrard, X., Goff, J. L., & Marchand-Maillet, S. (2018). Exchange-Based Diffusion in Hb-Graphs: Highlighting Complex Relationships CoRR abs/1809.00190.
[2017, techreport| Download] (BIB)
Gregorova, M., Kalousis, A., & Marchand-Maillet, S. (2017). Forecasting and Granger modelling with non-linear dynamical dependencies CoRR abs/1706.08811.
[2017, techreport| Download] (BIB)
Ouvrard, X., Goff, J. L., & Marchand-Maillet, S. (2017). Networks of Collaborations: Hypergraph modeling and visualisation CoRR abs/1707.0015.
[2017, techreport| Download] (BIB)
Nielsen, F., Sun, K., & Marchand-Maillet, S. (2017). On Hölder projective divergences CoRR abs/1701.03916.
[2017, techreport| Download] (BIB)
Ouvrard, X., & Marchand-Maillet, S. (2017). Adjacency Matrix and Co-occurrence Tensor of General Hypergraphs: Two Well Separated Notions CoRR abs/1712.08189.
[2015, techreport| Download] (BIB)
Gregorova, M., Kalousis, A., & Marchand-Maillet, S. (2015). Learning Leading Indicators for time series predictions CoRR abs/1507.01978.
[2014, techreport| Download] (BIB)
Wang, J., Sun, K., Sha, F., Marchand-Maillet, S., & Kalousis, A. (2014). Two-stage Metric Learning CoRR abs/1405.2798.
[2009, techreport| Download] (BIB)
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2009). Collection guiding: review of the main strategies fro multimedia collection browsing (No. 09.01). Route de Drize, 7, CH-1227, Carouge, Switzerland: Viper group - CVMLab, Dept of Computer Science, University of Geneva.
[2008, techreport| Download] (BIB)
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2008). Unsupervised Dimension Reduction of High-Dimensional Data for Cluster Preservation (No. 08.01). Route de Drize, 7, CH-1227, Carouge, Switzerland: Viper group - CVMLab, Dept of Computer Science, University of Geneva.
[2006, techreport| Download] (BIB)
Kosinov, S., & Marchand-Maillet, S. (2006). Dual diffusion model of spreading activation for content-based image retrieval (No. 06.01). Rue Général Dufour, 24, CH-1211, Geneva, Switzerland: Computer Vision and Multimedia Laboratory, Computing Centre, University of Geneva.
[2003, techreport] (BIB)
Jelmini, C., & Marchand-Maillet, S. (2003). The Semantic Web Knowledge Base ({SWKB}), an {OWL} reasoning toolwith retractable inference Rue Général Dufour, 24, CH-1211, Geneva, Switzerland: Computer Vision and Multimedia Laboratory, Computing Centre, Universityof Geneva.
[2003, techreport] (BIB)
Marchand-Maillet, S. (2003). MRML: Steps towards version 2 (No. 03.02). rue General Dufour, 24, CH-1211, Geneva, Switzerland: Computer Vision and Multimedia Laboratory, Computing Centre, University of Geneva.
[2003, techreport] (BIB)
Bouzerda, T., & Marchand-Maillet, S. (2003). A flexible framework for the development of XML protocols: Applications to MRML (No. 03.03). rue General Dufour, 24, CH-1211, Geneva, Switzerland: Computer Vision and Multimedia Laboratory, Computing Centre, University of Geneva.
[2003, techreport] (BIB)
Moënne-Loccoz, N. (2003). Characterizing activity in video shots based on salient points (No. 03.04). rue General Dufour, 24, CH-1211, Geneva, Switzerland: Computer Vision and Multimedia Laboratory, Computing Centre, University of Geneva.
[2003, techreport] (BIB)
Marchand-Maillet, S. (2003). Meeting Record Modelling for Enhanced Browsing (No. 03.01). rue General Dufour, 24, CH-1211, Geneva, Switzerland: Computer Vision and Multimedia Laboratory, Computing Centre, University of Geneva.
[2003, techreport] (BIB)
Kosinov, S. (2003). Visual object recognition using distance-based discriminant analysis (No. 03.07). Rue Général Dufour, 24, CH-1211, Geneva, Switzerland: Computer Vision and Multimedia Laboratory, Computing Centre, University of Geneva.
[2003, techreport] (BIB)
Marchand-Maillet, S. (2003). Collection guiding Rue Général Dufour, 24, CH-1211, Geneva, Switzerland: Computer Vision and Multimedia Laboratory, Computing Centre, University of Geneva.
[2001, techreport| Download| Download another format] (BIB)
Müller, H., Müller, W., Marchand-Maillet, S., Squire, D. M., & Pun, T. (2001). Automated benchmarking in content-based image retrieval (No. 01.01). University of Geneva.
Marchand-Maillet, S. (2000). Content-Based Video Retrieval: An Overview (No. 00.06). Geneva, Switzerland: CUI - University of Geneva.
[2000, techreport| Download| Download another format] (BIB)
Müller, H., Müller, W., Squire, D. M., Marchand-Maillet, S., & Pun, T. (2000). Strategies for positive and negative relevance feedback in image retrieval (No. 00.01). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[2000, techreport| Download| Download another format] (BIB)
Müller, H., Müller, W., Squire, D. M., c, Z. P., Marchand-Maillet, S., & Pun, T. (2000). An Open Framework for Distributed Multimedia Retrieval (No. 00.03). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[2000, techreport| Download| Download another format] (BIB)
Müller, H., Müller, W., Squire, D. M., Marchand-Maillet, S., & Pun, T. (2000). Long-Term Learning from User Behavior in Content-Based Image Retrieval (No. 00.04). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[2000, techreport| Download| Download another format] (BIB)
Müller, W., Müller, H., Marchand-Maillet, S., Pun, T., Squire, D. M., & c, Z. P., et al. (2000). {MRML}: A Communication Protocol for Content-Based Image Retrieval (No. 00.02). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1999, techreport| Download| Download another format] (BIB)
Müller, W., Squire, D. M., Müller, H., & Pun, T. (1999). Hunting moving targets: an extension to {B}ayesian methods in multimedia databases (No. 99.03). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1999, techreport| Download| Download another format] (BIB)
Squire, D. M., Müller, H., & Müller, W. (1999). Improving Response Time by Search Pruning in a Content-Based Image Retrieval System, Using Inverted File Techniques (No. 99.01). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1999, techreport| Download| Download another format] (BIB)
Müller, W., c, Z. P., de Vries, A. P., Squire, D. M., Müller, H., & Pun, T. (1999). {MRML}: Towards an extensible standard for multimedia querying and benchmarking (Draft Proposal) (No. 99.04). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1999, techreport| Download| Download another format] (BIB)
Müller, H., Squire, D. M., Müller, W., & Pun, T. (1999). Efficient access methods for content-based image retrieval with inverted files (No. 99.02). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1999, techreport| Download| Download another format] (BIB)
Müller, H., Müller, W., Squire, D. M., & Pun, T. (1999). Performance Evaluation in Content-Based Image Retrieval: Overview and Proposals (No. 99.05). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1998, techreport| Download| Download another format] (BIB)
Squire, D. M., Müller, W., Müller, H., & Raki, J. (1998). Content-based query of image databases, inspirations from text retrieval: inverted files, frequency-based weights and relevance feedback (No. 98.04). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1998, techreport| Download| Download another format] (BIB)
Squire, D. M., Müller, W., & Müller, H. (1998). Relevance feedback and term weighting schemes for content-based image retrieval (No. 98.05). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1998, techreport| Download| Download another format] (BIB)
Squire, D. M. (1998). Generalization performance of factor analysis techniques used for image database organization (No. 98.01). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1998, techreport| Download| Download another format] (BIB)
Squire, D. M. (1998). Learning a similarity-based distance measure for image database organization from human partitionings of an image set (No. 98.03). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1997, techreport| Download| Download another format] (BIB)
Squire, D. M., & Pun, T. (1997). Using human partitionings of an image set to learn a similarity-based distance measure (No. 97.06). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1997, techreport| Download| Download another format] (BIB)
Squire, D. M., & Caelli, T. M. (1997). Invariance Signatures: Characterizing contours by their departures from invariance (No. 97.04). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1997, techreport| Download| Download another format] (BIB)
Squire, D. M., & Pun, T. (1997). Assessing Agreement Between Human and Machine Clusterings of Image Databases (No. 97.03). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1995, techreport] (BIB)
Garrini, C. D. (1995). Exploratory statistics for automated structuration of large image databases (No. 95.01). rue Général Dufour, 24, CH-1211 Genève, Switzerland: AI and Vision Group, Computing Centre, University of Geneva.
[1994, techreport| Download] (BIB)
Garrini, C. D. (1994). Détermination de la translation, de la rotation et du facteur d'echelle d'un objet dans differents contextes (No. 94.08). rue Général Dufour, 24, CH-1211 Genève, Switzerland: AI and Vision Group, Computing Centre, University of Geneva.

PhD theses

[2018, phdthesis| Download] (BIB)
Dicente Cid, Y. ((2018). Lung tissue analysis: from local visual descriptors to global modeling.). Unpublished PhD Thesis.
[2017, phdthesis| Download] (BIB)
Farahmand, M. ((2017). Computational models of learning the idiosyncrasy of multiword expressions.). Unpublished PhD Thesis.
[2017, phdthesis| Download] (BIB)
Jimenez Del Toro, O. ((2017). Quantitative analysis of medical images: finding relevant regions-of-interest for medical decision support.). Unpublished PhD Thesis.
[2015, phdthesis| Download] (BIB)
Garcia Seco De Herrera, A. ((2015). Use case oriented medical visual information retrieval & system evaluation.). Unpublished PhD Thesis.
[2015, phdthesis| Download] (BIB)
Sun, K. ((2015). Information Geometry and Data Manifold Representations.). Unpublished PhD Thesis.
[2015, phdthesis| Download] (BIB)
Nguyen, P. ((2015). Meta-mining: a meta-learning framework to support the recommendation, planning and optimization of data mining workflows.). Unpublished PhD Thesis.
[2015, phdthesis| Download] (BIB)
Garg, N. ((2015). Generative models for syntactic and semantic structure prediction using latent variables.). Unpublished PhD Thesis.
[2014, phdthesis| Download] (BIB)
Mohamed, H. ((2014). Scalable approximate k-NN in multidimensional big data.). Unpublished PhD Thesis.
[2014, phdthesis| Download] (BIB)
Foncubierta Rodriguez, A. ((2014). Description and retrieval of medical visual information based on language modelling.). Unpublished PhD Thesis.
[2014, phdthesis| Download] (BIB)
Markonis, D. ((2014). User-oriented medical image retrieval.). Unpublished PhD Thesis.
[2014, phdthesis| Download] (BIB)
Markonis, D. ((2014). User-oriented medical image retrieval.). Unpublished PhD Thesis.
[2011, phdthesis| Download] (BIB)
Szekely, E. ((2011). Dimension reduction for clustered high-dimensional data.). Unpublished PhD Thesis.
[2011, phdthesis| Download] (BIB)
Morrison, D. ((2011). Latent variable modelling of user interaction in image retrieval.). Unpublished PhD Thesis.
[2010, phdthesis| Download] (BIB)
Kludas, J. ((2010). Information Fusion for Multimedia exploiting Feature Interactions for Semantic Feature Selection and Construction.). Unpublished PhD Thesis.
[2007, phdthesis| Download] (BIB)
Janvier, B. ((2007). Towards Automatic Semantic Multimedia Structuring and Retrieval.). Unpublished PhD Thesis.
[2005, phdthesis] (BIB)
Kosinov, S. ((2005). Machine Learning Approach to Semantic Augmentation of Multimedia Documents for Efficient Access and Retrieval.). Unpublished PhD Thesis.
[2005, phdthesis| Download] (BIB)
Moënne-Loccoz, N. ((2005). Dynamiques des Composantes Visuelles pour la Gestion de Documents Vid éo par le Contenu.). Unpublished PhD Thesis.
[2002, phdthesis] (BIB)
Müller, H. ((2002). User interaction and evaluation in content-based visual information retrieval.). Unpublished PhD Thesis , Geneva, Switzerland.
[2001, phdthesis] (BIB)
Müller, W. ((2001). Design and implementation of a flexible Content--Based Image Retrieval Framework - The GNU Image Finding Tool.). Unpublished PhD Thesis , Geneva, Switzerland.
[1998, phdthesis| Download] (BIB)
Startchik, S. ((1998). Geometric and Illumination Invariant Object Representation: Application to Content-based Image Retrieval.). Unpublished PhD Thesis , Switzerland.
[1998, phdthesis| Download] (BIB)
Rauber, C. ((1998). Acquisition, archivage et recherche de documents accessibles par le contenu: application à la gestion d'une base de données d'images de filigranes.). Unpublished PhD Thesis , Switzerland.

Student reports

[2018, mastersthesis| Download] (BIB)
Morel, J. ((2018). Vivarium: vulgarisation des mécanismes de l’Intelligence Artificielle par l’exemple.). Unpublished Master's Dissertation.
[2007, mastersthesis] (BIB)
Ernst, J. ((2007). Web<img>Seek : Un moteur d'indexation et de recherche d'images sur le Web basé sur les informations textuelles et visuelles.). Unpublished Master's Dissertation.
[2007, mastersthesis] (BIB)
Fakhfouri, A. ((2007). Gestion de contenu pour la TV numérique.). Unpublished Master's Dissertation.
[2006, mastersthesis] (BIB)
Jordan, P. ((2006). Long term usage of interaction log in content-based retrieval systems via LSI.). Unpublished Master's Dissertation , Geneva, Switzerland.
[2006, mastersthesis] (BIB)
Laskowski, M. ((2006). Optimising interaction in multimedia content description processes using structured knowledge.). Unpublished Master's Dissertation.
[2005, mastersthesis] (BIB)
Strumiello, O. ((2005). VidaView : Interface optimale pour la visualisation multimodale de vidéo segmentée.). Unpublished Master's Dissertation.
[2004, mastersthesis] (BIB)
Chekroun, O. ((2004). Partitionnement d'image robuste pour l'indexation par région (Robust image segmentation).). Unpublished Master's Dissertation.
[2004, mastersthesis] (BIB)
Heuberger, J. ((2004). Descripteur sémantique pour l'indexation de vidéos: détection de visages (Face detection in video sequences).). Unpublished Master's Dissertation.
[2004, mastersthesis] (BIB)
Campelo, R. ((2004). Collection guiding.). Unpublished Master's Dissertation.
[2003, mastersthesis] (BIB)
Annen, F. ((2003). GIFT: Mode'lisation et propositions d'évolution.). Unpublished Master's Dissertation.
[2002, mastersthesis] (BIB)
Jelmini, C. ((2002). DEVA: Un modèle d'annotation flexible pour les collections de documents visuels.). Unpublished Master's Dissertation.
[2001, misc| Download] (BIB)
Pfund, T. (2001). Création D'une Interface Web Dynamique Pour L'annotation D'images.
[2001, misc| Download] (BIB)
Chabloz, N. (2001). Création D'un Client Pour Le Système de Recherche D'images {\it Viper}.
[2001, misc] (BIB)
Crotta, R. (2001). Le Développement D'outils de Recherche Dans Une Base de Données Multimédia.
[2001, mastersthesis| Download] (BIB)
Louchnikova, T. ((2001). Segmentation {d'Images} Interactive.). Unpublished Master's Dissertation.
[2000, misc] (BIB)
Luoni, C. (2000). Development of an Interface to a Database Storing the Features of a Multimedia Retrieval System.
[1999, mastersthesis| Download| Download another format] (BIB)
Raki, J. ((1999). Utilisation d'un protocole de communication et d'une structure de fichier inversé pour la recherche dans une base de données d'images.). Unpublished Master's Dissertation.
[1998, misc] (BIB)
De~Giacomi, A. (1998). Structures d'indexation efficaces pour archivage / recherche dans des bases de données multimédia.
[1997, mastersthesis] (BIB)
Petrucci, L. ((1997). Interfaces d'archivage et de recherche pour la post-production de documents vidéo.). Unpublished Master's Dissertation.
[1997, misc] (BIB)
Raki, J. (1997). Parallélisation de la recherche d'images de filigranes.
[1993, misc] (BIB)
Garrini, C. D. (1993). Qualification et reconstruction de formes géométriques simples.

research/publi_type.txt · Last modified: 2023/04/07 18:02 by marchand
--

Keywords: machine learning, information geometry, data mining, Big Data, affective information retrieval (recherche d'information), information visualisation, content-based image and video retrieval (CBIR, CBR, CBVR, CBMR, CBMIR), information mining, classification, multimedia and multimodal information management, semantic web, knowledge base (RDF, OWL, XML, metadata, auto-annotation, description), multimodal information fusion