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2020 – today
- 2024
[j39]Stéphane Marchand-Maillet
, Edgar Chávez:
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs. Inf. Syst. 121: 102341 (2024)- [c106]Pierrette Bouillon, Christophe Chazalon, Sandra Coram-Mekkey, Gilles Falquet, Johanna Gerlach, Stéphane Marchand-Maillet, Laurent Moccozet, Jonathan Mutal, Raphael Rubino, Marco Sorbi:
RCnum: A Semantic and Multilingual Online Edition of the Geneva Council Registers from 1545 to 1550. EAMT (2) 2024: 21-22 - [c105]Victor Reyes, Margarita Liarou, Stéphane Marchand-Maillet:
A Topological Evaluation Model for Manifold Learning and Embedding Techniques. SISAP 2024: 185-192 - [i28]Fatemeh Nassajian Mojarrad, Lorenzo Bini, Thomas Matthes, Stéphane Marchand-Maillet:
Why Attention Graphs Are All We Need: Pioneering Hierarchical Classification of Hematologic Cell Populations with LeukoGraph. CoRR abs/2402.18610 (2024) - [i27]Lorenzo Bini, Fatemeh Nassajian Mojarrad, Thomas Matthes, Stéphane Marchand-Maillet:
HemaGraph: Breaking Barriers in Hematologic Single Cell Classification with Graph Attention. CoRR abs/2402.18611 (2024) - [i26]Lorenzo Bini, Fatemeh Nassajian Mojarrad, Margarita Liarou, Thomas Matthes, Stéphane Marchand-Maillet:
FlowCyt: A Comparative Study of Deep Learning Approaches for Multi-Class Classification in Flow Cytometry Benchmarking. CoRR abs/2403.00024 (2024) - [i25]Fatemeh Nassajian Mojarrad, Lorenzo Bini, Thomas Matthes, Stéphane Marchand-Maillet:
Injecting Hierarchical Biological Priors into Graph Neural Networks for Flow Cytometry Prediction. CoRR abs/2405.18507 (2024) - [i24]Lorenzo Bini, Marco Sorbi, Stéphane Marchand-Maillet:
Characterizing Massive Activations of Attention Mechanism in Graph Neural Networks. CoRR abs/2409.03463 (2024) - 2023
- [c104]Edgar Chávez, Stéphane Marchand-Maillet, Adolfo J. Quiroz:
Mutual k-Nearest Neighbor Graph for Data Analysis: Application to Metric Space Clustering. SISAP 2023: 33-40 - [i23]Yuan Chen, Stéphane Marchand-Maillet:
Supervised Auto-Encoding Twin-Bottleneck Hashing. CoRR abs/2306.11122 (2023) - 2022
- [c103]Ubaldo Ruiz, Stéphane Marchand-Maillet, Edgar Chávez:
Stable Anchors for Matching Unlabelled Point Clouds. SISAP 2022: 54-63 - [c102]Stéphane Marchand-Maillet, Edgar Chávez:
HubHSP Graph: Effective Data Sampling for Pivot-Based Representation Strategies. SISAP 2022: 164-177 - [i22]Niccolò Marini, Manfredo Atzori, Sebastian Otálora, Stéphane Marchand-Maillet, Henning Müller:
H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression. CoRR abs/2201.06329 (2022) - [i21]Etienne Brangbour, Pierrick Bruneau, Thomas Tamisier, Stéphane Marchand-Maillet:
Cold Start Active Learning Strategies in the Context of Imbalanced Classification. CoRR abs/2201.10227 (2022) - 2021
- [j38]Yasin N. Silva, Stéphane Marchand-Maillet:
Introduction to Special Issue of the 11th International Conference on Similarity Search and Applications (SISAP 2018). Inf. Syst. 95: 101509 (2021) - [j37]Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet:
Exchange-based diffusion in Hb-Graphs. Multim. Tools Appl. 80(15): 22429-22464 (2021) - [j36]Stevan Rudinac, Jenny Benois-Pineau, Stéphane Marchand-Maillet:
Special issue on content-based multimedia indexing in the era of artificial intelligence. Multim. Tools Appl. 80(15): 23133-23134 (2021) - [j35]Pierrick Bruneau, Etienne Brangbour, Stéphane Marchand-Maillet, Renaud Hostache, Marco Chini, Ramona Pelich, Patrick Matgen, Thomas Tamisier:
Measuring the Impact of Natural Hazards with Citizen Science: The Case of Flooded Area Estimation Using Twitter. Remote. Sens. 13(6): 1153 (2021) - [j34]Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet:
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) - [c101]Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet:
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. CBMI 2021: 1-6 - [c100]Niccolò Marini, Manfredo Atzori, Sebastian Otálora, Stéphane Marchand-Maillet, Henning Müller:
H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression. ICCVW 2021: 601-610 - [c99]Stéphane Marchand-Maillet, Oscar Pedreira, Edgar Chávez:
Structural Intrinsic Dimensionality. SISAP 2021: 173-185 - [i20]Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet:
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. CoRR abs/2106.00358 (2021) - 2020
- [j33]Mara Graziani, Vincent Andrearczyk, Stéphane Marchand-Maillet, Henning Müller:
Concept attribution: Explaining CNN decisions to physicians. Comput. Biol. Medicine 123: 103865 (2020) - [j32]Laurent Amsaleg, Stéphane Marchand-Maillet:
Introduction to Special Issue of the 10th International Conference on Similarity Search and Applications (SISAP 2017). Inf. Syst. 87 (2020) - [c98]Etienne Brangbour, Pierrick Bruneau, Thomas Tamisier, Stéphane Marchand-Maillet:
Active Learning with Crowdsourcing for the Cold Start of Imbalanced Classifiers. CDVE 2020: 192-201 - [c97]Edgar Roman-Rangel, Stéphane Marchand-Maillet:
Orthogonal Local Image Descriptors with Convolutional Autoencoders. MCPR 2020: 149-158 - [c96]Oscar Pedreira, Stéphane Marchand-Maillet, Edgar Chávez:
Reverse k-Nearest Neighbors Centrality Measures and Local Intrinsic Dimension. SISAP 2020: 270-278 - [c95]Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet:
The HyperBagGraph DataEdron: An Enriched Browsing Experience of Datasets. SOFSEM 2020: 362-374 - [i19]Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet:
Tuning Ranking in Co-occurrence Networks with General Biased Exchange-based Diffusion on Hyper-bag-graphs. CoRR abs/2003.07323 (2020) - [i18]Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet:
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders. CoRR abs/2008.05231 (2020) - [i17]Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet, Renaud Hostache, Marco Chini, Patrick Matgen, Thomas Tamisier:
Computing flood probabilities using Twitter: application to the Houston urban area during Harvey. CoRR abs/2012.03731 (2020)
2010 – 2019
- 2019
- [j31]Edgar Roman-Rangel, Stéphane Marchand-Maillet:
Inductive t-SNE via deep learning to visualize multi-label images. Eng. Appl. Artif. Intell. 81: 336-345 (2019) - [c94]Angello Hoyos, Ubaldo Ruiz, Stéphane Marchand-Maillet, Edgar Chávez:
Indexability-Based Dataset Partitioning. SISAP 2019: 143-150 - [e5]Cathal Gurrin, Björn Þór Jónsson, Renaud Péteri, Stevan Rudinac, Stéphane Marchand-Maillet, Georges Quénot, Kevin McGuinness, Gylfi Þór Guðmundsson, Suzanne Little, Marie Katsurai, Graham Healy:
2019 International Conference on Content-Based Multimedia Indexing, CBMI 2019, Dublin, Ireland, September 4-6, 2019. IEEE 2019, ISBN 978-1-7281-4673-7 [contents] - [i16]Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet, Renaud Hostache, Patrick Matgen, Marco Chini, Thomas Tamisier:
Extracting localized information from a Twitter corpus for flood prevention. CoRR abs/1903.04748 (2019) - [i15]Pablo Strasser, Stéphane Armand, Stéphane Marchand-Maillet, Alexandros Kalousis:
Learning by stochastic serializations. CoRR abs/1905.11245 (2019) - [i14]Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet:
The HyperBagGraph DataEdron: An Enriched Browsing Experience of Multimedia Datasets. CoRR abs/1905.11695 (2019) - 2018
- [j30]Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet:
Hypergraph Modeling and Visualisation of Complex Co-occurence Networks. Electron. Notes Discret. Math. 70: 65-70 (2018) - [j29]Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet:
On Adjacency and e-Adjacency in General Hypergraphs: Towards a New e-Adjacency Tensor. Electron. Notes Discret. Math. 70: 71-76 (2018) - [c93]Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet:
Exchange-Based Diffusion in Hb-Graphs: Highlighting Complex Relationships. CBMI 2018: 1-6 - [c92]Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet:
Extracting Flood Maps from Social Media for Assimilation. eScience 2018: 272-273 - [c91]Jacqueline Boutin, Jean-Luc Vergely, Stéphane Marchand-Maillet, Nicolas Kolodziejczyk, Nicolas Reul:
Revised Mitigation of Systematic Errors in SMOS Sea Surface Salinity. IGARSS 2018: 5640-5643 - [c90]Magda Gregorová, Jason Ramapuram, Alexandros Kalousis, Stéphane Marchand-Maillet:
Large-Scale Nonlinear Variable Selection via Kernel Random Features. ECML/PKDD (2) 2018: 177-192 - [c89]Magda Gregorova, Alexandros Kalousis, Stéphane Marchand-Maillet:
Structured nonlinear variable selection. UAI 2018: 23-32 - [e4]Stéphane Marchand-Maillet, Yasin N. Silva, Edgar Chávez:
Similarity Search and Applications - 11th International Conference, SISAP 2018, Lima, Peru, October 7-9, 2018, Proceedings. Lecture Notes in Computer Science 11223, Springer 2018, ISBN 978-3-030-02223-5 [contents] - [i13]Magda Gregorová, Jason Ramapuram, Alexandros Kalousis, Stéphane Marchand-Maillet:
Large-scale Nonlinear Variable Selection via Kernel Random Features. CoRR abs/1804.07169 (2018) - [i12]Magda Gregorová, Alexandros Kalousis, Stéphane Marchand-Maillet:
Structured nonlinear variable selection. CoRR abs/1805.06258 (2018) - [i11]Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet:
Adjacency and Tensor Representation in General Hypergraphs.Part 2: Multisets, Hb-graphs and Related e-adjacency Tensors. CoRR abs/1805.11952 (2018) - [i10]Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet:
On Adjacency and e-Adjacency in General Hypergraphs: Towards a New e-Adjacency Tensor. CoRR abs/1809.00162 (2018) - [i9]Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet:
Hypergraph Modeling and Visualisation of Complex Co-occurence Networks. CoRR abs/1809.00164 (2018) - [i8]Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet:
Exchange-Based Diffusion in Hb-Graphs: Highlighting Complex Relationships. CoRR abs/1809.00190 (2018) - 2017
- [j28]Frank Nielsen, Ke Sun, Stéphane Marchand-Maillet:
On Hölder Projective Divergences. Entropy 19(3): 122 (2017) - [j27]Martin Krulis, Hasmik Osipyan, Stéphane Marchand-Maillet:
Employing GPU architectures for permutation-based indexing. Multim. Tools Appl. 76(9): 11859-11887 (2017) - [c88]Magda Gregorová, Alexandros Kalousis, Stéphane Marchand-Maillet:
Learning Predictive Leading Indicators for Forecasting Time Series Systems with Unknown Clusters of Forecast Tasks. ACML 2017: 161-176 - [c87]Edgar Roman-Rangel, Stéphane Marchand-Maillet:
Visualizing weakly-Annotated Multi-label Mayan Inscriptions with Supervised t-SNE. CBMI 2017: 6:1-6:7 - [c86]Frank Nielsen, Ke Sun, Stéphane Marchand-Maillet:
k-Means Clustering with Hölder Divergences. GSI 2017: 856-863 - [c85]Edgar Roman-Rangel, Stéphane Marchand-Maillet:
Assessing Deep Learning Architectures for Visualizing Maya Hieroglyphs. MCPR 2017: 137-146 - [c84]Magda Gregorová, Alexandros Kalousis, Stéphane Marchand-Maillet:
Forecasting and Granger Modelling with Non-linear Dynamical Dependencies. ECML/PKDD (2) 2017: 544-558 - [i7]Frank Nielsen, Ke Sun, Stéphane Marchand-Maillet:
On Hölder projective divergences. CoRR abs/1701.03916 (2017) - [i6]Magda Gregorova, Alexandros Kalousis, Stéphane Marchand-Maillet:
Forecasting and Granger Modelling with Non-linear Dynamical Dependencies. CoRR abs/1706.08811 (2017) - [i5]Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet:
Networks of Collaborations: Hypergraph Modeling and Visualisation. CoRR abs/1707.00115 (2017) - [i4]Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet:
Adjacency and Tensor Representation in General Hypergraphs Part 1: e-adjacency Tensor Uniformisation Using Homogeneous Polynomials. CoRR abs/1712.08189 (2017) - 2016
- [j26]Edgar Roman-Rangel, Changhu Wang, Stéphane Marchand-Maillet:
SimMap: Similarity maps for scale invariant local shape descriptors. Neurocomputing 175: 888-898 (2016) - [j25]Edgar Roman-Rangel, Diego Jimenez-Badillo, Stéphane Marchand-Maillet:
Classification and Retrieval of Archaeological Potsherds Using Histograms of Spherical Orientations. ACM Journal on Computing and Cultural Heritage 9(3): 17:1-17:23 (2016) - [c83]Edgar Roman-Rangel, Gulcan Can, Stéphane Marchand-Maillet, Rui Hu, Carlos Pallan Gayol, Guido Krempel, Jakub Spotak, Jean-Marc Odobez, Daniel Gatica-Perez:
Transferring Neural Representations for Low-Dimensional Indexing of Maya Hieroglyphic Art. ECCV Workshops (1) 2016: 842-855 - [c82]Olivier Schwander, Stéphane Marchand-Maillet, Frank Nielsen:
Comix: Joint estimation and lightspeed comparison of mixture models. ICASSP 2016: 2449-2453 - [c81]Edgar Roman-Rangel, Stéphane Marchand-Maillet:
Indexing Mayan hieroglyphs with neural codes. ICPR 2016: 253-258 - [c80]Edgar Roman-Rangel, Diego Jimenez-Badillo, Stéphane Marchand-Maillet:
Rotation Invariant Local Shape Descriptors for Classification of Archaeological 3D Models. MCPR 2016: 13-22 - [c79]Stéphane Marchand-Maillet, Edgar Roman-Rangel, Hisham Mohamed, Frank Nielsen:
Quantifying the Invariance and Robustness of Permutation-Based Indexing Schemes. SISAP 2016: 79-92 - [c78]Hasmik Osipyan, Jakub Lokoc, Stéphane Marchand-Maillet:
Similarity Search of Sparse Histograms on GPU Architecture. SISAP 2016: 325-338 - 2015
- [j24]Hisham Mohamed, Stéphane Marchand-Maillet:
Quantized ranking for permutation-based indexing. Inf. Syst. 52: 163-175 (2015) - [j23]Edgar Roman-Rangel, Stéphane Marchand-Maillet:
Shape-based detection of Maya hieroglyphs using weighted bag representations. Pattern Recognit. 48(4): 1161-1173 (2015) - [j22]Rui Hu, Gulcan Can, Carlos Pallan Gayol, Guido Krempel, Jakub Spotak, Gabrielle Vail, Stéphane Marchand-Maillet, Jean-Marc Odobez, Daniel Gatica-Perez:
Multimedia Analysis and Access of Ancient Maya Epigraphy: Tools to support scholars on Maya hieroglyphics. IEEE Signal Process. Mag. 32(4): 75-84 (2015) - [j21]Li Weng, Laurent Amsaleg, April Morton, Stéphane Marchand-Maillet:
A Privacy-Preserving Framework for Large-Scale Content-Based Information Retrieval. IEEE Trans. Inf. Forensics Secur. 10(1): 152-167 (2015) - [c77]Martin Krulis, Hasmik Osipyan, Stéphane Marchand-Maillet:
Optimizing Sorting and Top-k Selection Steps in Permutation Based Indexing on GPUs. ADBIS (Short Papers and Workshops) 2015: 305-317 - [c76]Martin Krulis, Hasmik Osipyan, Stéphane Marchand-Maillet:
Permutation based indexing for high dimensional data on GPU architectures. CBMI 2015: 1-6 - [c75]Hasmik Osipyan, Martin Krulis, Stéphane Marchand-Maillet:
A Survey of CUDA-based Multidimensional Scaling on GPU Architecture. ICCSW 2015: 37-45 - [c74]Ke Sun, Jun Wang, Alexandros Kalousis, Stéphane Marchand-Maillet:
Information Geometry and Minimum Description Length Networks. ICML 2015: 49-58 - [c73]Ke Sun, Jun Wang, Alexandros Kalousis, Stéphane Marchand-Maillet:
Space-Time Local Embeddings. NIPS 2015: 100-108 - [p2]Hisham Mohamed, Stéphane Marchand-Maillet:
Scalable Indexing for Big Data Processing. Big Data - Algorithms, Analytics, and Applications 2015: 3-20 - [i3]Magda Gregorova, Alexandros Kalousis, Stéphane Marchand-Maillet, Jun Wang:
Learning vector autoregressive models with focalised Granger-causality graphs. CoRR abs/1507.01978 (2015) - 2014
- [j20]Stéphane Marchand-Maillet, Birgit Hofreiter:
Big Data Management and Analysis for Business Informatics - A Survey. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 9(1): 90-105 (2014) - [j19]Stéphane Marchand-Maillet, Patrick Lambert, Bernard Mérialdo, Jenny Benois-Pineau:
Preface to the special issue on Content-Based Multimedia Indexing. Multim. Tools Appl. 69(2): 423-427 (2014) - [j18]Hisham Mohamed, Stéphane Marchand-Maillet:
Distributed media indexing based on MPI and MapReduce. Multim. Tools Appl. 69(2): 513-537 (2014) - [c72]Ke Sun, Hisham Mohamed, Stéphane Marchand-Maillet:
Sparsity on Statistical Simplexes and Diversity in Social Ranking. ACML 2014 - [c71]Hisham Mohamed, Hasmik Osipyan, Stéphane Marchand-Maillet:
Fast large-scale multimedia indexing and searching. CBMI 2014: 1-6 - [c70]Stéphane Marchand-Maillet:
Digesting Large-scale data. CORIA-CIFED 2014 - [c69]Daniel Gatica-Perez, Carlos Pallan, Stéphane Marchand-Maillet, Jean-Marc Odobez, Edgar Roman-Rangel, Nikolai Grube:
The MAAYA Project: Multimedia Analysis and Access for Documentation and Decipherment of Maya Epigraphy. DH 2014 - [c68]Ke Sun, Stéphane Marchand-Maillet:
An Information Geometry of Statistical Manifold Learning. ICML 2014: 1-9 - [c67]Jun Wang, Ke Sun, Fei Sha, Stéphane Marchand-Maillet, Alexandros Kalousis:
Two-Stage Metric Learning. ICML 2014: 370-378 - [c66]Hasmik Osipyan, April Morton, Stéphane Marchand-Maillet:
Fast Interactive Information Retrieval with Sampling-Based MDS on GPU Architectures. IRFC 2014: 96-107 - [c65]Edgar Roman-Rangel, Stéphane Marchand-Maillet:
HOOSC128: A More Robust Local Shape Descriptor. MCPR 2014: 172-181 - [c64]Edgar Roman-Rangel, Stéphane Marchand-Maillet:
Automatic Removal of Visual Stop-Words. ACM Multimedia 2014: 1145-1148 - [c63]Bahareh Rahmanzadeh Heravi, Donn Morrison, Prashant Khare, Stéphane Marchand-Maillet:
Where Is the News Breaking? Towards a Location-Based Event Detection Framework for Journalists. MMM (2) 2014: 192-204 - [c62]Hisham Mohamed, Hasmik Osipyan, Stéphane Marchand-Maillet:
Multi-Core (CPU and GPU) for Permutation-Based Indexing. SISAP 2014: 277-288 - [i2]Jun Wang, Ke Sun, Fei Sha, Stéphane Marchand-Maillet, Alexandros Kalousis:
Two-Stage Metric Learning. CoRR abs/1405.2798 (2014) - 2013
- [j17]Donn Morrison, Theodora Tsikrika, Vera Hollink, Arjen P. de Vries, Eric Bruno, Stéphane Marchand-Maillet:
Topic modelling of clickthrough data in image search. Multim. Tools Appl. 66(3): 493-515 (2013) - [j16]Hisham Mohamed, Stéphane Marchand-Maillet:
MRO-MPI: MapReduce overlapping using MPI and an optimized data exchange policy. Parallel Comput. 39(12): 851-866 (2013) - [c61]Edgar Roman-Rangel, Stéphane Marchand-Maillet:
Bag-of-Visual-Phrases via Local Contexts. ACPR 2013: 867-871 - [c60]Hisham Mohamed, Stéphane Marchand-Maillet:
Permutation-Based Pruning for Approximate K-NN Search. DEXA (1) 2013: 40-47 - [c59]Edgar Roman-Rangel, Stéphane Marchand-Maillet:
Stopwords Detection in Bag-of-Visual-Words: The Case of Retrieving Maya Hieroglyphs. ICIAP Workshops 2013: 159-168 - [c58]Ke Sun, Donn Morrison, Eric Bruno, Stéphane Marchand-Maillet:
Learning Representative Nodes in Social Networks. PAKDD (2) 2013: 25-36 - [c57]Hisham Mohamed, Stéphane Marchand-Maillet:
Quantized Ranking for Permutation-Based Indexing. SISAP 2013: 103-114 - [c56]Birgit Hofreiter, Stéphane Marchand-Maillet:
Rank Aggregation for QoS-Aware Web Service Selection and Composition. SOCA 2013: 252-259 - [c55]Stéphane Marchand-Maillet, Birgit Hofreiter:
Multi-dimensional Information Ordering to Support Decision-Making Processes. CBI 2013: 85-92 - 2012
- [c54]Hisham Mohamed, Stéphane Marchand-Maillet:
Distributed media indexing based on MPI and MapReduce. CBMI 2012: 1-6 - [c53]Marc von Wyl, Stéphane Marchand-Maillet:
SwiftLink: Serendipitous Navigation Strategy for Large-Scale Document Collections. DEXA Workshops 2012: 83-87 - [c52]Hisham Mohamed, Stéphane Marchand-Maillet:
Enhancing MapReduce Using MPI and an Optimized Data Exchange Policy. ICPP Workshops 2012: 11-18 - [c51]Ke Sun, Eric Bruno, Stéphane Marchand-Maillet:
Unsupervised skeleton learning for manifold denoising. ICPR 2012: 2719-2722 - [c50]Ke Sun, Eric Bruno, Stéphane Marchand-Maillet:
Stochastic unfolding. MLSP 2012: 1-6 - [c49]Johan Oomen, Lora Aroyo, Stéphane Marchand-Maillet, Jeremy Douglass:
Personalized access to cultural heritage: multimedia by the crowd, for the crowd. ACM Multimedia 2012: 1521-1522 - [c48]Stéphane Marchand-Maillet:
Multimedia Information Retrieval in a Social Context. PROMISE Winter School 2012: 92-96 - [c47]Hisham Mohamed, Stéphane Marchand-Maillet:
Parallel Approaches to Permutation-Based Indexing Using Inverted Files. SISAP 2012: 148-161 - [c46]Marc von Wyl, Birgit Hofreiter, Stéphane Marchand-Maillet:
Serendipitous Exploration of Large-scale Product Catalogs. CEC 2012: 78-85 - 2011
- [j15]Ioannis Kompatsiaris, Stéphane Marchand-Maillet, Roelof van Zwol, Sébastien Marcel:
Introduction to the special issue on image and video retrieval: theory and applications. Multim. Tools Appl. 55(1): 1-6 (2011) - [c45]Hisham Mohamed, Marc von Wyl, Eric Bruno, Stéphane Marchand-Maillet:
Learning-Based Interactive Retrieval in Large-Scale Multimedia Collections. Adaptive Multimedia Retrieval 2011: 1-17 - [c44]Donn Morrison, Stéphane Marchand-Maillet, Eric Bruno:
Query log simulation for long-term learning in image retrieval. CBMI 2011: 55-60 - [c43]Jana Kludas, Stéphane Marchand-Maillet:
Effective multimodal information fusion by structure learning. FUSION 2011: 1-8 - [c42]Marc von Wyl, Hisham Mohamed, Eric Bruno, Stéphane Marchand-Maillet:
A parallel cross-modal search engine over large-scale multimedia collections with interactive relevance feedback. ICMR 2011: 73 - 2010
- [c41]Eniko Szekely, Eric Bruno, Stéphane Marchand-Maillet:
High-Dimensional Multimodal Distribution Embedding. ICDM Workshops 2010: 434-441 - [c40]Donn Morrison, Stéphane Marchand-Maillet, Eric Bruno:
TagCaptcha: annotating images with CAPTCHAs. ACM Multimedia 2010: 1557-1558 - [p1]Donn Morrison, Stéphane Marchand-Maillet, Eric Bruno:
Capturing the Semantics of User Interaction: A Review and Case Study. Emergent Web Intelligence 2010: 269-299 - [e3]Fabio Crestani, Stéphane Marchand-Maillet, Hsin-Hsi Chen, Efthimis N. Efthimiadis, Jacques Savoy:
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, ISBN 978-1-4503-0153-4 [contents]
2000 – 2009
- 2009
- [j14]Eric Bruno, Stéphane Marchand-Maillet:
Multimodal Preference Aggregation for Multimedia Information Retrieval. J. Multim. 4(5): 321-329 (2009) - [j13]Jana Kludas, Eric Bruno, Stéphane Marchand-Maillet:
Can feature information interaction help for information fusion in multimedia problems? Multim. Tools Appl. 42(1): 57-71 (2009) - [c39]Stéphane Marchand-Maillet, Donn Morrison, Eniko Szekely, Jana Kludas, Marc von Wyl, Eric Bruno:
Mining Networked Media Collections. Adaptive Multimedia Retrieval 2009: 1-11 - [c38]Stéphane Marchand-Maillet, Arjen P. de Vries, Mor Naaman:
Workshop on Information Retrieval over Social Networks. ECIR 2009: 803 - [c37]Eniko Szekely, Eric Bruno, Stéphane Marchand-Maillet:
Unsupervised Discriminant Embedding in Cluster Spaces. KDIR 2009: 70-76 - [c36]Eniko Szekely, Eric Bruno, Stéphane Marchand-Maillet:
Unsupervised Quadratic Discriminant Embeddings Using Gaussian Mixture Models. IC3K 2009: 107-120 - [c35]Donn Morrison, Stéphane Marchand-Maillet, Eric Bruno:
TagCaptcha: annotating images with CAPTCHAs. KDD Workshop on Human Computation 2009: 44-45 - [c34]Eric Bruno, Stéphane Marchand-Maillet:
Multiview clustering: a late fusion approach using latent models. SIGIR 2009: 736-737 - [c33]Stéphane Marchand-Maillet, Eniko Szekely, Eric Bruno:
Optimizing strategies for the exploration of social networks and associated data collections. WIAMIS 2009: 29-32 - [e2]Stéphane Marchand-Maillet, Yiannis Kompatsiaris:
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, CIVR 2009, Santorini Island, Greece, July 8-10, 2009. ACM 2009, ISBN 978-1-60558-480-5 [contents] - 2008
- [j12]Eric Bruno, Nicolas Moënne-Loccoz, Stéphane Marchand-Maillet:
Design of Multimodal Dissimilarity Spaces for Retrieval of Video Documents. IEEE Trans. Pattern Anal. Mach. Intell. 30(9): 1520-1533 (2008) - [j11]Serhiy Kosinov, Eric Bruno, Stéphane Marchand-Maillet:
Spatially consistent partial matching for intra- and inter-image prototype selection. Signal Process. Image Commun. 23(7): 516-524 (2008) - [c32]Donn Morrison, Stéphane Marchand-Maillet, Eric Bruno:
Semantic clustering of images using patterns of relevance feedback. CBMI 2008: 323-329 - [i1]Stéphane Marchand-Maillet:
Digging out implicit semantics from user interaction. Contextual and Social Media Understanding and Usage 2008 - 2007
- [c31]Donn Morrison, Stéphane Marchand-Maillet, Eric Bruno:
Automatic Image Annotation with Relevance Feedback and Latent Semantic Analysis. Adaptive Multimedia Retrieval 2007: 71-84 - [c30]Jana Kludas, Eric Bruno, Stéphane Marchand-Maillet:
Information Fusion in Multimedia Information Retrieval. Adaptive Multimedia Retrieval 2007: 147-159 - [c29]Eric Bruno, Jana Kludas, Stéphane Marchand-Maillet:
Combining multimodal preferences for multimedia information retrieval. Multimedia Information Retrieval 2007: 71-78 - [c28]Donn Morrison, Stéphane Marchand-Maillet, Eric Bruno:
Hierarchical Long-Term Learning for Automatic Image Annotation. SAMT 2007: 28-40 - [e1]Stéphane Marchand-Maillet, Eric Bruno, Andreas Nürnberger, Marcin Detyniecki:
Adaptive Multimedia Retrieval: User, Context, and Feedback, 4th International Workshop, AMR 2006, Geneva, Switzerland, July 27-28, 2006, Revised Selected Papers. Lecture Notes in Computer Science 4398, Springer 2007, ISBN 978-3-540-71544-3 [contents] - 2006
- [j10]Bruno Janvier, Eric Bruno, Thierry Pun, Stéphane Marchand-Maillet:
Information-theoretic temporal segmentation of video and applications: multiscale keyframes selection and shot boundaries detection. Multim. Tools Appl. 30(3): 273-288 (2006) - [j9]Nicolas Moënne-Loccoz, Bruno Janvier, Stéphane Marchand-Maillet, Eric Bruno:
Handling temporal heterogeneous data for content-based management of large video collections. Multim. Tools Appl. 31(3): 309-325 (2006) - [c27]Nicolas Moënne-Loccoz, Eric Bruno, Stéphane Marchand-Maillet:
Local Feature Trajectories for Efficient Event-Based Indexing of Video Sequences. CIVR 2006: 82-91 - [c26]Eric Bruno, Nicolas Moënne-Loccoz, Stéphane Marchand-Maillet:
Asymmetric Learning and Dissimilarity Spaces for Content-Based Retrieval. CIVR 2006: 330-339 - [c25]Serhiy Kosinov, Stéphane Marchand-Maillet, Igor Kozintsev, Carole Dulong, Thierry Pun:
Dual diffusion model of spreading activation for content-based image retrieval. Multimedia Information Retrieval 2006: 43-50 - [c24]Stéphane Marchand-Maillet, Marcel Worring:
Benchmarking image and video retrieval: an overview. Multimedia Information Retrieval 2006: 297-300 - 2005
- [c23]Nicolas Moënne-Loccoz, Eric Bruno, Stéphane Marchand-Maillet:
Interactive Retrieval of Video Sequences from Local Feature Dynamics. Adaptive Multimedia Retrieval 2005: 128-140 - [c22]Eric Bruno, Nicolas Moënne-Loccoz, Stéphane Marchand-Maillet:
Learning User Queries in Multimodal Dissimilarity Spaces. Adaptive Multimedia Retrieval 2005: 168-179 - [c21]Bruno Janvier, Eric Bruno, Stéphane Marchand-Maillet, Thierry Pun:
A contextual model for semantic video structuring. EUSIPCO 2005: 1-4 - [c20]Nicolas Moënne-Loccoz, Eric Bruno, Stéphane Marchand-Maillet:
Interactive partial matching of video sequences in large collections. ICIP (3) 2005: 1244-1247 - 2004
- [j8]Eric Bruno, Nicolas Moënne-Loccoz, Stéphane Marchand-Maillet:
Unsupervised event discrimination based on nonlinear temporal modeling of activity content. Pattern Anal. Appl. 7(4): 402-410 (2004) - [j7]Nicolas Moënne-Loccoz, Eric Bruno, Stéphane Marchand-Maillet:
Knowledge-based detection of events in video streams from salient regions of activity. Pattern Anal. Appl. 7(4): 422-429 (2004) - [c19]Nicolas Moënne-Loccoz, Eric Bruno, Stéphane Marchand-Maillet:
Video Content Representation as Salient Regions of Activity. CIVR 2004: 384-392 - [c18]Nicolas Moënne-Loccoz, Bruno Janvier, Stéphane Marchand-Maillet, Eric Bruno:
Managing Video Collections at Large. CVDB 2004: 59-66 - [c17]Serhiy Kosinov, Stéphane Marchand-Maillet, Thierry Pun:
Visual Object Categorization Using Distance-Based Discriminant Analysis. MDDE 2004 - [c16]Serhiy Kosinov, Stéphane Marchand-Maillet, Thierry Pun:
Visual Object Categorization using Distance-Based Discriminant Analysis. CVPR Workshops 2004: 145 - [c15]Serhiy Kosinov, Stéphane Marchand-Maillet, Thierry Pun:
Iterative Majorization Approach to the Distance-based Discriminant Analysis. GfKl 2004: 168-175 - [c14]Vincenzo Pallotta, Hatem Ghorbel, Afzal Ballim, Agnes Lisowska, Stéphane Marchand-Maillet:
Towards Meeting Information Systems: Meeting Knowledge Management. ICEIS (3) 2004: 464-469 - [c13]Nicolas Moënne-Loccoz, Bruno Janvier, Stéphane Marchand-Maillet, Eric Bruno:
An Integrated Framework for the Management of Video Collection. MLMI 2004: 101-110 - [c12]Carlo Jelmini, Stéphane Marchand-Maillet:
OWL-based reasoning with retractable inference. RIAO 2004: 753-762 - 2003
- [j6]Henning Müller, Wolfgang Müller, Stéphane Marchand-Maillet, Thierry Pun, David McG. Squire:
A Framework for Benchmarking in CBIR. Multim. Tools Appl. 21(1): 55-73 (2003) - [c11]Serhiy Kosinov, Stéphane Marchand-Maillet:
Overview of Approaches to Semantic Augmentation of Multimedia Databases for Efficient Access and Content Retrieval. Adaptive Multimedia Retrieval 2003: 19-35 - 2002
- [c10]Henning Müller, Stéphane Marchand-Maillet, Thierry Pun:
The Truth about Corel - Evaluation in Image Retrieval. CIVR 2002: 38-49 - [c9]Stéphane Marchand-Maillet:
Construction of a formal multimedia benchmark. EUSIPCO 2002: 1-4 - 2001
- [j5]Wolfgang Müller, Stéphane Marchand-Maillet, Henning Müller, David Squire, Thierry Pun:
Evaluating image browsers using structured annotation. J. Assoc. Inf. Sci. Technol. 52(11): 961-968 (2001) - [j4]Henning Müller, Wolfgang Müller, David Squire, Stéphane Marchand-Maillet, Thierry Pun:
Performance evaluation in content-based image retrieval: overview and proposals. Pattern Recognit. Lett. 22(5): 593-601 (2001) - [c8]Shelby Pereira, Sviatoslav Voloshynovskiy, Maribel Madueño, Stéphane Marchand-Maillet, Thierry Pun:
Second Generation Benchmarking and Application Oriented Evaluation. Information Hiding 2001: 340-353 - 2000
- [b1]Stéphane Marchand-Maillet, Yazid M. Sharaiha:
Binary digital image processing - a discrete approach. Academic Press 2000, ISBN 978-0-12-470505-0, pp. I-XXI, 1-251 - [c7]Bernard Mérialdo, Stéphane Marchand-Maillet, Benoit Huet:
Approximate Viterbi decoding for 2D-hidden Markov models. ICASSP 2000: 2147-2150 - [c6]Henning Müller, Wolfgang Müller, Stéphane Marchand-Maillet, Thierry Pun, David Squire:
Strategies for Positive and Negative Relevance Feedback in Image Retrieval. ICPR 2000: 5043-5042 - [c5]Henning Müller, Wolfgang Müller, David McG. Squire, Zoran Pecenovic, Stéphane Marchand-Maillet:
An open framework for distributed multimedia retrieval. RIAO 2000: 701-712 - [c4]Wolfgang Müller, Henning Müller, Stéphane Marchand-Maillet, Thierry Pun, David Squire, Zoran Pecenovic, Christoph Giess, Arjen P. de Vries:
MRML: A Communication Protocol for Content-Based Image Retrieval. VISUAL 2000: 300-311
1990 – 1999
- 1999
- [j3]Stéphane Marchand-Maillet, Yazid M. Sharaiha:
Euclidean Ordering via Chamfer Distance Calculations. Comput. Vis. Image Underst. 73(3): 404-413 (1999) - 1997
- [j2]Stéphane Marchand-Maillet, Yazid M. Sharaiha:
Discrete Convexity, Straightness, and the 16-Neighborhood. Comput. Vis. Image Underst. 66(3): 316-329 (1997) - [j1]Stéphane Marchand-Maillet, Yazid M. Sharaiha:
Skeleton location and evaluation based on local digital width in ribbon-like images. Pattern Recognit. 30(11): 1855-1865 (1997) - [c3]Stéphane Marchand-Maillet, Yazid M. Sharaiha:
Topological Errors and Optimal Chamfer Distance Coefficients. DGCI 1997: 199-210 - 1996
- [c2]Stéphane Marchand-Maillet, Yazid M. Sharaiha:
A minimum spanning tree approach to line image analysis. ICPR 1996: 225-230 - 1994
- [c1]Etienne Bertin, Stéphane Marchand-Maillet, Jean-Marc Chassery:
Optimization in Voronoi Diagrams. ISMM 1994: 209-216
Coauthor Index
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