Kari Torkkola

2008
26	EE	Kari 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
25	EE	Kari Torkkola, Eugene Tuv: Ensembles of Least Squares Classifiers with Randomized Kernels. Data Mining: Foundations and Practice 2008: 375-386
2007
24	EE	Keshu Zhang, Haifeng Li, Kari Torkkola, Mike Gardner: Adaptive learning of semantic locations and routes. Autonomics 2007: 3
23	EE	Keshu 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
22	EE	Keshu Zhang, Haifeng Li, Kari Torkkola, Mike Gardner: Adaptive Learning of Semantic Locations and Routes. LoCA 2007: 193-210
21	EE	Harry 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
20	EE	Eugene Tuv, Alexander Borisov, Kari Torkkola: Best Subset Feature Selection for Massive Mixed-Type Problems. IDEAL 2006: 1048-1056
19	EE	Eugene Tuv, Alexander Borisov, Kari Torkkola: Feature Selection Using Ensemble Based Ranking Against Artificial Contrasts. IJCNN 2006: 2181-2186
18	EE	Kari Torkkola, Mike Gardner, Christopher Schreiner, Keshu Zhang, Bob Leivian, John Summers: Sensor Selection for Driving State Recognition. IJCNN 2006: 4734-4739
17	EE	Kenneth 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
16	EE	Kari Torkkola, Eugene Tuv: Ensemble Learning with Supervised Kernels. ECML 2005: 400-411
15		Kari Torkkola, Srihari Venkatesan, Huan Liu: Sensor Sequence Modeling for Driving. FLAIRS Conference 2005: 721-727
14	EE	Huan 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
13	EE	Kari Torkkola: Discriminative features for text document classification. Pattern Anal. Appl. 6(4): 301-308 (2004)
2003
12		Chung Hee Hwang, Noel Massey, Bradford W. Miller, Kari Torkkola: Hybrid Intelligence for Driver Assistance. FLAIRS Conference 2003: 281-285
11		Kari Torkkola, Noel Massey, Bob Leivian, Chip Wood, John Summers, Snehal Kundalkar: Classification of Critical Driving Events. ICMLA 2003: 81-85
10		Huan Liu, Amit Mandvikar, Patricia G. Foschi, Kari Torkkola: Active Learning with Ensembles for Image Classification. IJCAI 2003: 1435-1436
9	EE	Kari Torkkola: Feature Extraction by Non-Parametric Mutual Information Maximization. Journal of Machine Learning Research 3: 1415-1438 (2003)
2002
8		William M. Campbell, Kari Torkkola: Machine Learning for Advising a Driver: A Survey. ICMLA 2002: 219-225
7	EE	Kari Torkkola: Discriminative Features for Document Classification. ICPR (1) 2002: 472-475
6	EE	Kari Torkkola: Learning Feature Transforms Is an Easier Problem Than Feature Selection. ICPR (2) 2002: 104-107
2001
5	EE	Kari Torkkola: Learning Discriminative Feature Transforms to Low Dimensions in Low Dimentions. NIPS 2001: 969-976
4		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
3		Kari Torkkola, William M. Campbell: Mutual Information in Learning Feature Transformations. ICML 2000: 1015-1022
2		William M. Campbell, Kari Torkkola, Sreeream V. Balakrishnan: Dimension Reduction Techniques for Training Polynomial Networks. ICML 2000: 119-126
1997
1		Kari Torkkola: Blind Separation of Radio Signals in Fading Channels. NIPS 1997

Coauthor Index

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

Colors in the list of coauthors