Technical Program
MLSP-P7: Kernel Methods |
| Session Type: Poster |
| Time: Thursday, May 30, 15:20 - 17:20 |
| Location: Poster Area G |
| Session Chair: Sergios Theodoridis, University of Athens |
| MLSP-P7.1: A CLASSIFICATION SCHEME FOR ’HIGH-DIMENSIONAL-SMALL-SAMPLE-SIZE’ DATA USING SODA AND RIDGE-SVM WITH MICROWAVE MEASUREMENT APPLICATIONS |
| Yinan Yu; Chalmers University of Technology |
| Tomas McKelvey; Chalmers University of Technology |
| Sun-Yuan Kung; Princeton University |
| MLSP-P7.2: ADAPTIVE THRESHOLDING FOR MULTI-LABEL SVM CLASSIFICATION WITH APPLICATION TO PROTEIN SUBCELLULAR LOCALIZATION PREDICTION |
| Shibiao Wan; The Hong Kong Polytechnic University |
| Man-Wai Mak; The Hong Kong Polytechnic University |
| Sun-Yuan Kung; Princeton University |
| MLSP-P7.3: INCORPORATING COVARIANCE INFORMATION IN ONE CLASS SUPPORT VECTOR CLASSIFICATION |
| Naimul Mefraz Khan; Ryerson University |
| Riadh Ksantini; University of Windsor |
| Imran Shafiq Ahmad; University of Windsor |
| Ling Guan; Ryerson University |
| MLSP-P7.4: AN EFFICIENT DATA-REUSING KERNEL ADAPTIVE FILTERING ALGORITHM BASED ON PARALLEL HYPERSLAB PROJECTION ALONG AFFINE SUBSPACES |
| Masa-aki Takizawa; Niigata University |
| Masahiro Yukawa; Niigata University |
| MLSP-P7.5: HMM BASED PYRAMID MATCH KERNEL FOR CLASSIFICATION OF SEQUENTIAL PATTERNS OF SPEECH USING SUPPORT VECTOR MACHINES |
| Dileep A. D.; Indian Institute of Technology Madras |
| Chandra Sekhar C.; Indian Institute of Technology Madras |
| MLSP-P7.6: A NEW ONE-CLASS SVM FOR ANOMALY DETECTION |
| Yuting Chen; Boston University |
| Jing Qian; Boston University |
| Venkatesh Saligrama; Boston University |
| MLSP-P7.7: KERNEL RECURRENT SYSTEM TRAINED BY REAL-TIME RECURRENT LEARNING ALGORITHM |
| Pingping Zhu; University of Florida |
| Jose C. Principe; University of Florida |
| MLSP-P7.8: KERNEL-BASED TENSOR PARTIAL LEAST SQUARES FOR RECONSTRUCTION OF LIMB MOVEMENTS |
| Qibin Zhao; RIKEN Brain Science Institute |
| Guoxu Zhou; RIKEN Brain Science Institute |
| Tulay Adali; University of Maryland, Baltimore County |
| Liqing Zhang; Shanghai Jiao Tong University |
| Andrzej Cichocki; RIKEN Brain Science Institute |
| MLSP-P7.9: METRIC BASED GAUSSIAN KERNEL LEARNING FOR CLASSIFICATION |
| Zhenyu Guo; University of British Columbia |
| Z. Jane Wang; University of British Columbia |
| MLSP-P7.10: ADAPTIVE KERNEL CANONICAL CORRELATION ANALYSIS ALGORITHMS FOR MAXIMUM AND MINIMUM VARIANCE |
| Steven Van Vaerenbergh; University of Cantabria |
| Javier Vía; University of Cantabria |
| Julio César Manco-Vásquez; University of Cantabria |
| Ignacio Santamaría; University of Cantabria |