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Kari Torkkola Vis

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*2008
28EEKari Torkkola, Mike Gardner, Christopher Schreiner, Keshu Zhang, Bob Leivian, Harry Zhang, John Summers: Understanding Driving Activity Using Ensemble Methods. Computational Intelligence in Automotive Applications 2008: 39-58
27EEKari Torkkola, Eugene Tuv: Ensembles of Least Squares Classifiers with Randomized Kernels. Data Mining: Foundations and Practice 2008: 375-386
2007
26EEKeshu Zhang, Haifeng Li, Kari Torkkola, Mike Gardner: Adaptive learning of semantic locations and routes. Autonomics 2007: 3
25EEKeshu Zhang, Kari Torkkola, Haifeng Li, Christopher Schreiner, Harry Zhang, Robert Mike Gardner, Zheng Zhao: A Context Aware Automatic Traffic Notification System for Cell Phones. ICDCS Workshops 2007: 48
24EEKeshu Zhang, Haifeng Li, Kari Torkkola, Mike Gardner: Adaptive Learning of Semantic Locations and Routes. LoCA 2007: 193-210
23EEHarry Zhang, Christopher Schreiner, Keshu Zhang, Kari Torkkola: Naturalistic use of cell phones in driving and context-based user assistance. Mobile HCI 2007: 273-276
2006
22EEEugene Tuv, Alexander Borisov, Kari Torkkola: Best Subset Feature Selection for Massive Mixed-Type Problems. IDEAL 2006: 1048-1056
21EEEugene Tuv, Alexander Borisov, Kari Torkkola: Feature Selection Using Ensemble Based Ranking Against Artificial Contrasts. IJCNN 2006: 2181-2186
20EEKari Torkkola, Mike Gardner, Christopher Schreiner, Keshu Zhang, Bob Leivian, John Summers: Sensor Selection for Driving State Recognition. IJCNN 2006: 4734-4739
19EEKenneth E. Hild II, Deniz Erdogmus, Kari Torkkola, Jose C. Principe: Feature Extraction Using Information-Theoretic Learning. IEEE Trans. Pattern Anal. Mach. Intell. 28(9): 1385-1392 (2006)
2005
18EEKari Torkkola, Eugene Tuv: Ensemble Learning with Supervised Kernels. ECML 2005: 400-411
17 Kari Torkkola, Srihari Venkatesan, Huan Liu: Sensor Sequence Modeling for Driving. FLAIRS Conference 2005: 721-727
16EEHuan Liu, Edward R. Dougherty, Jennifer G. Dy, Kari Torkkola, Eugene Tuv, Hanchuan Peng, Chris H. Q. Ding, Fuhui Long, Michael E. Berens, Lance Parsons, Zheng Zhao, Lei Yu, George Forman: Evolving Feature Selection. IEEE Intelligent Systems 20(6): 64-76 (2005)
2004
15EEKari Torkkola: Discriminative features for text document classification. Pattern Anal. Appl. 6(4): 301-308 (2004)
2003
14 Chung Hee Hwang, Noel Massey, Bradford W. Miller, Kari Torkkola: Hybrid Intelligence for Driver Assistance. FLAIRS Conference 2003: 281-285
13 Kari Torkkola, Noel Massey, Bob Leivian, Chip Wood, John Summers, Snehal Kundalkar: Classification of Critical Driving Events. ICMLA 2003: 81-85
12 Huan Liu, Amit Mandvikar, Patricia G. Foschi, Kari Torkkola: Active Learning with Ensembles for Image Classification. IJCAI 2003: 1435-1436
11EEKari Torkkola: Feature Extraction by Non-Parametric Mutual Information Maximization. Journal of Machine Learning Research 3: 1415-1438 (2003)
2002
10 William M. Campbell, Kari Torkkola: Machine Learning for Advising a Driver: A Survey. ICMLA 2002: 219-225
9EEKari Torkkola: Discriminative Features for Document Classification. ICPR (1) 2002: 472-475
8EEKari Torkkola: Learning Feature Transforms Is an Easier Problem Than Feature Selection. ICPR (2) 2002: 104-107
2001
7EEKari Torkkola: Learning Discriminative Feature Transforms to Low Dimensions in Low Dimentions. NIPS 2001: 969-976
6 Kari Torkkola, Robert Mike Gardner, Tamma Kaysser-Kranich, Calvin Ma: Self-organizing maps in mining gene expression data. Inf. Sci. 139(1-2): 79-96 (2001)
2000
5 Kari Torkkola, William M. Campbell: Mutual Information in Learning Feature Transformations. ICML 2000: 1015-1022
4 William M. Campbell, Kari Torkkola, Sreeream V. Balakrishnan: Dimension Reduction Techniques for Training Polynomial Networks. ICML 2000: 119-126
1997
3 Kari Torkkola: Blind Separation of Radio Signals in Fading Channels. NIPS 1997
1994
2EEJyri Mäntysalo, Kari Torkkola, Teuvo Kohonen: Mapping content dependent acoustic information into context independent form by LVQ. Speech Communication 14(2): 119-130 (1994)
1990
1EEMikko Kokkonen, Kari Torkkola: Using self-organizing maps and multi-layered feed-forward nets to obtain phonemic transcriptions of spoken utterances. Speech Communication 9(5-6): 541-549 (1990)

Coauthor Index

1Sreeream V. Balakrishnan [4]
2Michael E. Berens [16]
3Alexander Borisov [21] [22]
4William M. Campbell [4] [5] [10]
5Chris H. Q. Ding (Hong Q. Ding) [16]
6Edward R. Dougherty [16]
7Jennifer G. Dy [16]
8Deniz Erdogmus [19]
9George Forman [16]
10Patricia G. Foschi [12]
11Mike Gardner [20] [24] [26] [28]
12Robert Mike Gardner [6] [25]
13Kenneth E. Hild II [19]
14Chung Hee Hwang [14]
15Tamma Kaysser-Kranich [6]
16Teuvo Kohonen [2]
17Mikko Kokkonen [1]
18Snehal Kundalkar [13]
19Bob Leivian [13] [20] [28]
20Haifeng Li [24] [25] [26]
21Huan Liu [12] [16] [17]
22Fuhui Long [16]
23Calvin Ma [6]
24Amit Mandvikar [12]
25Jyri Mäntysalo [2]
26Noel Massey [13] [14]
27Bradford W. Miller [14]
28Lance Parsons [16]
29Hanchuan Peng [16]
30José Carlos Príncipe (José C. Príncipe, Jose C. Principe) [19]
31Christopher Schreiner [20] [23] [25] [28]
32John Summers [13] [20] [28]
33Eugene Tuv [16] [18] [21] [22] [27]
34Srihari Venkatesan [17]
35Chip Wood [13]
36Lei Yu [16]
37Harry Zhang [23] [25] [28]
38Keshu Zhang [20] [23] [24] [25] [26] [28]
39Zheng Zhao [16] [25]

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Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)