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hal-01810436v1  Journal articles
Stanislas ChambonMathieu GaltierPierrick ArnalGilles WainribAlexandre Gramfort. A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Institute of Electrical and Electronics Engineers, 2018, 26 (4), pp.17683810. ⟨10.1109/TNSRE.2018.2813138⟩
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hal-01922988v1  Conference papers
Robin VogelAurélien BelletStéphan Clémençon. A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization
International Conference on Machine Learning (ICML 2018), 2018, Stockholm, Sweden
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hal-01950909v1  Conference papers
Antoine AmarilliCharles Paperman. Topological Sorting with Regular Constraints
ICALP 2018 - 45th International Colloquium on Automata, Languages, and Programming, Jul 2018, Prague, Czech Republic. pp.115:1--115:14
hal-02338348v1  Journal articles
Antoine AmarilliAntone AmarilliMichael BenediktPierre BourhisMichael Vanden Boom. Query Answering with Transitive and Linear-Ordered Data
Journal of Artificial Intelligence Research, Association for the Advancement of Artificial Intelligence, 2018, 63, pp.191-264. ⟨10.1613/jair.1.11240⟩
hal-01970746v1  Journal articles
Pierre AblinJean-François CardosoAlexandre Gramfort. Faster Independent Component Analysis by Preconditioning With Hessian Approximations
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2018, 66 (15), pp.4040-4049
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hal-01831322v1  Conference papers
Lou SalaunAmira AlloumPhilippe Jacquet. Adaptive Multiplicity Codes based PIR Protocol for Multi-Cloud Plateform Services
IEEE 5G 2018 - World Forum : Workshop on 5G Cloud Native Design, Jul 2018, Santa Clara, California, United States. pp.1-8, ⟨10.1109/5GWF.2018.8517057⟩
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hal-01917529v1  Conference papers
Stanislas ChambonValentin ThoreyPierrick ArnalEmmanuel MignotAlexandre Gramfort. A deep learning architecture to detect events in EEG signals during sleep
MLSP 2018 - IEEE International Workshop on Machine Learning for Signal Processing, Sep 2018, Aalborg, Denmark
hal-01920043v1  Conference papers
Ahmad IssaMounira HarzallahGiuseppe BerioNicolas BéchetAhmad Faour. Redefining Hearst Patterns by using Dependency Relations
10th International Conference on Knowledge Engineering and Ontology Development, Sep 2018, Seville, France
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hal-01791754v1  Conference papers
Wanyu LiuOlivier RioulJoanna McgrenereWendy E. MackayMichel Beaudouin-Lafon. BIGFile: Bayesian Information Gain for Fast File Retrieval
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI '18), Apr 2018, Montreal QC, Canada. ⟨10.1145/3173574.3173959⟩
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hal-01714909v1  Conference papers
Umut SimsekliHalil ErdoganSimon LeglaiveAntoine LiutkusRoland Badeau et al.  Alpha-stable low-rank plus residual decomposition for speech enhancement
ICASSP: International Conference on Acoustics, Speech, and Signal Processing, Apr 2018, Calgary, Canada. pp.651-655, ⟨10.1109/ICASSP.2018.8461539⟩
hal-01712247v1  Journal articles
Andrea AraldoGyorgy DanDario Rossi. Caching Encrypted Content via Stochastic Cache Partitioning
IEEE/ACM Transactions on Networking, 2018, 26 (1), pp.548-561
hal-01712190v1  Conference papers
Flavia SalutariDanilo CicaleseDario Rossi. A closer look at IP-ID behavior in the Wild
International Conference on Passive and Active Network Measurement (PAM), Mar 2018, Berlin, Germany
hal-01712226v1  Conference papers
Thomas GreenAnthony LambertCristel PelsserDario Rossi. Leveraging Inter-domain Stability for BGP Dynamics Analysis
International Conference on Passive and Active Network Measurement (PAM), Mar 2018, Berlin, Germany
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tel-01963559v1  Theses
Mikaël Monet. Combined Complexity of Probabilistic Query Evaluation
Databases [cs.DB]. Université Paris-Saclay, 2018. English
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tel-01891805v1  Theses
Miyoung Han. Reinforcement Learning Approaches in Dynamic Environments
Databases [cs.DB]. Télécom ParisTech, 2018. English
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hal-01966685v1  Conference papers
Tom Dupré La TourThomas MoreauMainak JasAlexandre Gramfort. Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals
Advances in Neural Information Processing Systems (NeurIPS), Dec 2018, Montréal, Canada
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hal-02264598v1  Conference papers
Fei SongArnaud StieglerYanlei DiaoJesse ReadAlbert Bifet. EXAD: A System for Explainable Anomaly Detection on Big Data Traces
ICDMW 2018 - IEEE International Conference on Data Mining Workshops, Nov 2018, Singapore, Singapore
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hal-01958236v2  Conference papers
Maria VakalopoulouGuillaume ChassagnonNorbert BusRafael Marini SilvaEvangelia Zacharaki et al.  AtlasNet: Multi-atlas Non-linear Deep Networks for Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention, Sep 2018, Granada, Spain
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hal-01686051v2  Conference papers
Lou SalaunChung Shue ChenMarceau Coupechoux. Optimal Joint Subcarrier and Power Allocation in NOMA is Strongly NP-Hard
IEEE International Conference on Communications (ICC), May 2018, Kansas City, United States. pp.1-7, ⟨10.1109/ICC.2018.8422362⟩
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hal-01891436v2  Conference papers
Bruno FruchardEric LecolinetOlivier Chapuis. How Memorizing Positions or Directions Affects Gesture Learning?
Proceedings of the 2018 International Conference on Interactive Surfaces and Spaces, Nov 2018, Tokyo, Japan. pp.107--114, ⟨10.1145/3279778.3279787⟩
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hal-01898325v1  Conference papers
Bruno FruchardEric LecolinetOlivier Chapuis. Mémorisation de Commandes: Positions Spatiales versus Gestes Directionnels
Proceedings of the 30e Conférence Francophone sur l’Interaction Homme-Machine, Oct 2018, Chauvigny, France. ⟨10.1145/3286689.3286700⟩
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hal-01899048v1  Conference papers
Bruno FruchardEric LecolinetOlivier Chapuis. Mémorisation de Commandes : Positions Spatiales versus Gestes Directionnels
30eme conférence francophone sur l'interaction homme-machine, Oct 2018, Brest, France. pp.92-99
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hal-01764757v1  Conference papers
Bruno FruchardEric LecolinetOlivier Chapuis. Impact of Semantic Aids on Command Memorization for On-Body Interaction and Directional Gestures
AVI 2018 - International Conference on Advanced Visual Interfaces, May 2018, Castiglione della Pescaia, Grosseto, Italy. ⟨10.1145/3206505.3206524⟩