Technical Program
MLSP-P5: Classification and Pattern Recognition |
| Session Type: Poster |
| Time: Thursday, May 30, 10:30 - 12:30 |
| Location: Poster Area E |
| Session Chair: Raviv Raich, Oregon State University |
| MLSP-P5.1: RECOGNIZING HUMAN ACTIONS BY BP-ADABOOST ALGORITHM UNDER A HIERARCHICAL RECOGNITION FRAMEWORK |
| Nijun Li; Southeast University |
| Xu Cheng; Southeast University |
| Suofei Zhang; Southeast University |
| Zhenyang Wu; Southeast University |
| MLSP-P5.2: MULTIRESOLUTION CLASSIFICATION WITH SEMI-SUPERVISED LEARNING FOR INDIRECT BRIDGE STRUCTURAL HEALTH MONITORING |
| Siheng Chen; Carnegie Mellon University |
| Fernando Cerda; Universidad de Concepción |
| Jia Guo; Carnegie Mellon University |
| Joel B. Harley; Carnegie Mellon University |
| Qing Shi; Carnegie Mellon University |
| Piervincenzo Rizzo; University of Pittsburgh |
| Jacobo Bielak; Carnegie Mellon University |
| James Garrett; Carnegie Mellon University |
| Jelena Kovačević; Carnegie Mellon University |
| MLSP-P5.3: MAXIMUM DISCRIMINANT MARGIN TRANSFORM OF DISCRIMINANT FUNCTIONS |
| Fabian Schmieder; University of Stuttgart |
| Bin Yang; University of Stuttgart |
| MLSP-P5.4: LARGE-SCALE MALWARE CLASSIFICATION USING RANDOM PROJECTIONS AND NEURAL NETWORKS |
| George Dahl; University of Toronto |
| Jack W. Stokes; Microsoft Research |
| Li Deng; Microsoft Research |
| Dong Yu; Microsoft Research |
| MLSP-P5.5: DISCRIMINATIVE AND COMPACT DICTIONARY DESIGN FOR HYPERSPECTRAL IMAGE CLASSIFICATION USING LEARNING VQ FRAMEWORK |
| Zhaowen Wang; University of Illinois at Urbana-Champaign |
| Nasser Nasrabadi; US Army Research Lab |
| Thomas Huang; University of Illinois at Urbana-Champaign |
| MLSP-P5.6: HIERARCHICAL CLASSIFICATION FUSION FRAMEWORK |
| Asmar Azar Khan; Lancaster University |
| Costas Xydeas; Lancaster University |
| Hassan Ahmed; Lancaster University |
| MLSP-P5.7: PERFORMANCE OF LINEAR DISCRIMINANT ANALYSIS IN STOCHASTIC SETTINGS |
| Amin Zollanvari; Texas A&M University |
| Jianping Hua; Translational Genomics Research Institute (TGEN) |
| Edward R. Dougherty; Texas A&M University |
| MLSP-P5.8: HIERARCHICAL BAYESIAN LEARNING FOR ELECTRICAL TRANSIENT CLASSIFICATION |
| Matthieu Sanquer; GIPSA-Lab |
| Florent Chatelain; GIPSA-Lab |
| Mabrouka El-Guedri; EDF R&D |
| Nadine Martin; GIPSA-Lab |
| MLSP-P5.9: MULTIMODAL MUSIC EMOTION CLASSIFICATION USING ADABOOST WITH DECISION STUMPS |
| Dan Su; Hong Kong University of Science and Technology |
| Pascale Fung; Hong Kong University of Science and Technology |
| Nicolas Auguin; Hong Kong University of Science and Technology |
| MLSP-P5.10: COMPETITIVE AND ONLINE PIECEWISE LINEAR CLASSIFICATION |
| Huseyin Ozkan; Bilkent University |
| Mehmet Donmez; Koc University |
| Ozgun Pelvan; Turk Telekom Group |
| Arda Akman; Turk Telekom Group |
| Suleyman Kozat; Bilkent University |
| MLSP-P5.11: EFFICIENT MONTE CARLO OPTIMIZATION FOR MULTI-LABEL CLASSIFIER CHAINS |
| Jesse Read; Universidad Carlos III de Madrid |
| Luca Martino; Universidad Carlos III de Madrid |
| David Luengo; Universidad Politécnica de Madrid |
| MLSP-P5.12: CLASSIFICATION WITH MINIMUM EXPECTED ERROR OVER AN UNCERTAINTY CLASS OF GAUSSIAN DISTRIBUTIONS |
| Lori Dalton; The Ohio State University |
| MLSP-P5.13: IMAGE RECOGNITION BASED ON SEPARABLE LATTICE TRAJECTORY 2-D HMMS |
| Akira Tamamori; Nagoya Institute of Technology |
| Yoshihiko Nankaku; Nagoya Institute of Technology |
| Keiichi Tokuda; Nagoya Institute of Technology |
| MLSP-P5.14: A HETEROGENEOUS DICTIONARY MODEL FOR REPRESENTATION AND RECOGNITION OF HUMAN ACTIONS |
| Rushil Anirudh; Arizona State University |
| Karthikeyan Ramamurthy; Arizona State University |
| Jayaraman J. Thiagarajan; Arizona State University |
| Pavan Turaga; Arizona State University |
| Andreas Spanias; Arizona State University |