MLSP-P3: Classification and Clustering |
| Session Type: Poster |
| Time: Wednesday, March 28, 16:30 - 18:30 |
| Location: Poster Area B
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| Session Chairs: Konstantinos Diamantaras, TEI of Thessaloniki and Asoke K. Nandi, University of Liverpool
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MLSP-P3.1: TOTALLY-CORRECTIVE BOOSTING USING CONTINUOUS-VALUED WEAK LEARNERS
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| Chensheng Sun; The Hong Kong Polytechnic University
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| Sanyuan Zhao; Beijing Institute of Technology
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| Jiwei Hu; The Hong Kong Polytechnic University
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| Kin-Man Lam; The Hong Kong Polytechnic University
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MLSP-P3.2: A SINGLE-CLASS SVM BASED ALGORITHM FOR COMPUTING AN IDENTIFIABLE NMF
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| Slim Essid; Télécom ParisTech
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MLSP-P3.3: BINARY CLASSIFICATION BY MINIMIZING THE MEAN SQUARED SLACK
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| Konstantinos Diamantaras; TEI of Thessaloniki
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| Margarita Kotti; TEI of Thessaloniki
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MLSP-P3.4: GENERALIZED K-LABELSET ENSEMBLE FOR MULTI-LABEL CLASSIFICATION
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| Hung-Yi Lo; Academia Sinica
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| Shou-De Lin; National Taiwan University
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| Hsin-Min Wang; Academia Sinica
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MLSP-P3.5: ON EFFICIENT LEARNING AND CLASSIFICATION KERNEL METHODS
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| Sun-Yuan Kung; Princeton University
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| Pei-Yuan Wu; Princeton University
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MLSP-P3.6: MODELING HIERARCHICAL AND HETEROGENEOUS FEATURE REPRESENTATION WITH CONDITIONAL RANDOM FIELD FOR VISUAL OBJECT DETECTION
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| Yaping Zhu; Communication University of China
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| Steve Pan; Southeast University
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| Jianping Chai; Communication University of China
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MLSP-P3.7: RELIABLE EARLY CLASSIFICATION OF TIME SERIES
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| Hyrum Anderson; Sandia National Labs
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| Nathan Parrish; University of Washington
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| Kristi Tsukida; University of Washington
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| Maya Gupta; University of Washington
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MLSP-P3.8: COMPUTATIONALLY EFFICIENT MULTI-LABEL CLASSIFICATION BY LEAST-SQUARES PROBABILISTIC CLASSIFIER
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| Hyunha Nam; Tokyo Institute of Technology
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| Hirotaka Hachiya; Tokyo Institute of Technology
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| Masashi Sugiyama; Tokyo Institute of Technology
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MLSP-P3.9: INCREASING VIRTUAL SAMPLES THROUGH LOSS SMOOTHNESS DETERMINATION IN LARGE GEOMETRIC MARGIN MINIMUM CLASSIFICATION ERROR TRAINING
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| Tsukasa Ohashi; Doshisha University
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| Hideyuki Watanabe; National Institute of Information and Communications Technology
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| Jun'ichi Tokuno; Doshisha University
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| Shigeru Katagiri; Doshisha University
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| Miho Ohsaki; Doshisha University
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| Shigeki Matsuda; National Institute of Information and Communications Technology
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| Hideki Kashioka; National Institute of Information and Communications Technology
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MLSP-P3.10: DETECTING ACTIVITY-BASED COMMUNITIES USING DYNAMIC MEMBERSHIP PROPAGATION
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| Scott Philips; MIT Lincoln Laboratory
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| Michael Yee; MIT Lincoln Laboratory
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| Edward Kao; MIT Lincoln Laboratory
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| Christian Anderson; MIT Lincoln Laboratory
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MLSP-P3.11: MULTI-AFFINITY SPECTRAL CLUSTERING
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| Hsin-Chien Huang; National Taiwan University
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| Yung-Yu Chuang; National Taiwan University
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| Chu-Song Chen; Academia Sinica
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MLSP-P3.12: K-SEARCH: SEARCHING FOR CLUSTERS
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| Rhonda Phillips; MIT Lincoln Laboratory
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| Bijaya Zenchenko; MIT Lincoln Laboratory
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