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Vladimir S Cherkassky

1984 …2024

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  • 2019

    Group Learning for High-Dimensional Sparse Data

    Cherkassky, V., Chen, H. H. & Shiao, H. T., Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8852183. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations
  • 2017

    Universum learning for SVM regression

    Dhar, S. & Cherkassky, V., Jun 30 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3641-3648 8 p. 7966314. (Proceedings of the International Joint Conference on Neural Networks; vol. 2017-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations
  • 2016

    Donor selection for hematopoietic stem cell transplant using cost-sensitive SVM

    Sivasankaran, A., Cherkassky, V., Albrecht, M., Williams, E. & Maiers, M., Mar 2 2016, Proceedings - 2015 IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015. Institute of Electrical and Electronics Engineers Inc., p. 831-836 6 p. 7424425. (Proceedings - 2015 IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations
  • 2015

    Reliable seizure prediction from EEG data

    Cherkassky, V. S., Veber, B., Lee, J., Shiao, H. T., Patterson, N., Worrell, G. A. & Brinkmann, B. H., Sep 28 2015, 2015 International Joint Conference on Neural Networks, IJCNN 2015. Institute of Electrical and Electronics Engineers Inc., 7280327. (Proceedings of the International Joint Conference on Neural Networks; vol. 2015-September).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations
  • 2014

    Learning using privileged information (LUPI) for modeling survival data

    Shiao, H. T. & Cherkassky, V., Sep 3 2014, Proceedings of the International Joint Conference on Neural Networks. Institute of Electrical and Electronics Engineers Inc., p. 1042-1049 8 p. 6889517. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    13 Scopus citations
  • 2012

    Cost-sensitive universum-SVM

    Dhar, S. & Cherkassky, V., 2012, Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012. p. 220-225 6 p. 6406572. (Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations

  • Implementation and comparison of SVM-based Multi-Task Learning methods

    Shiao, H. T. & Cherkassky, V. S., 2012, 2012 International Joint Conference on Neural Networks, IJCNN 2012. 6252442. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations

  • Predictive learning, knowledge discovery and philosophy of science

    Cherkassky, V., Aug 20 2012, Advances in Computational Intelligence - IEEE World Congress on Computational Intelligence, WCCI 2012, Plenary/Invited Lectures. p. 209-233 25 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7311 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations
  • 2011

    Application of SOM to analysis of Minnesota soil survey data

    Dhar, S. & Cherkassky, V., Oct 24 2011, 2011 International Joint Conference on Neural Networks, IJCNN 2011 - Final Program. p. 633-639 7 p. 6033280. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Prediction of electric power consumption for commercial buildings

    Cherkassky, V., Roy Chowdhury, S., Landenberger, V., Tewari, S. & Bursch, P., 2011, 2011 International Joint Conference on Neural Networks, IJCNN 2011 - Final Program. p. 666-672 7 p. 6033285. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    22 Scopus citations
  • 2009

    Empirical study of the universum SVM learning for high-dimensional data

    Cherkassky, V. & Dai, W., 2009, Artificial Neural Networks - ICANN 2009 - 19th International Conference, Proceedings. PART 1 ed. p. 932-941 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5768 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    21 Scopus citations

  • Predictive learning with sparse heterogeneous data

    Cherkassky, V. S., Cai, F. & Liang, L., 2009, 2009 International Joint Conference on Neural Networks, IJCNN 2009. p. 544-551 8 p. 5179036. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • SVM+ regression and Multi-Task Learning

    Cai, F. & Cherkassky, V., 2009, 2009 International Joint Conference on Neural Networks, IJCNN 2009. p. 418-424 7 p. 5178650. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    30 Scopus citations
  • 2008

    Connection between SVM+ and multi-task learning

    Liang, L. & Cherkassky, V. S., 2008, 2008 International Joint Conference on Neural Networks, IJCNN 2008. p. 2048-2054 7 p. 4634079. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    43 Scopus citations

  • Gender classification of human faces using inference through contradictions

    Bai, X. & Cherkassky, V., 2008, 2008 International Joint Conference on Neural Networks, IJCNN 2008. p. 746-750 5 p. 4633879. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    21 Scopus citations
  • 2007

    Learning using structured data: Application to fMRI data analysis

    Liang, L. & Cherkassky, V., Dec 1 2007, The 2007 International Joint Conference on Neural Networks, IJCNN 2007 Conference Proceedings. p. 495-499 5 p. 4371006. (IEEE International Conference on Neural Networks - Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    14 Scopus citations

  • Probabilistic joint feature selection for multi-task learning

    Xiong, T., Bit, J., Rao, B. & Cherkassky, V. S., 2007, Proceedings of the 7th SIAM International Conference on Data Mining. Society for Industrial and Applied Mathematics Publications, p. 332-342 11 p. (Proceedings of the 7th SIAM International Conference on Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    13 Scopus citations
  • 2006

    Efficient model selection for regularized linear discriminant analysis

    Ye, J., Xiong, T., Li, Q., Janardan, R., Bi, J., Cherkassky, V. & Kambhamettu, C., 2006, Proceedings of the 15th ACM Conference on Information and Knowledge Management, CIKM 2006. p. 532-539 8 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    49 Scopus citations

  • Kernel uncorrelated and orthogonal discriminant analysis: A unified approach

    Xiong, T., Ye, J. & Cherkassky, V., 2006, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006. p. 125-131 7 p. 1640750. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Scopus citations

  • Real-time pricing of mutual funds

    Gao, H. & Cherkassky, V., Dec 1 2006, International Joint Conference on Neural Networks 2006, IJCNN '06. p. 2402-2408 7 p. 1716415. (IEEE International Conference on Neural Networks - Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Spatial SVM for feature selection and fMRI activation detection

    Liang, L., Cherkassky, V. & Rottenberg, D. A., 2006, International Joint Conference on Neural Networks 2006, IJCNN '06. p. 1463-1469 7 p. 1716278. (IEEE International Conference on Neural Networks - Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    17 Scopus citations
  • 2005

    Characterization of data complexity for SVM methods

    Ma, Y. & Cherkassky, V., 2005, Proceedings of the International Joint Conference on Neural Networks, IJCNN 2005. p. 919-924 6 p. 1555975. (Proceedings of the International Joint Conference on Neural Networks; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Efficient kernel discriminant analysis via QR decomposition

    Xiong, T., Ye, J., Li, Q., Cherkassky, V. S. & Janardan, R., 2005, Advances in Neural Information Processing Systems 17 - Proceedings of the 2004 Conference, NIPS 2004. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    30 Scopus citations

  • Support vector machines and regularization

    Cherkassky, V. & Ma, Y., 2005, Proceedings of the Seventh IASTED International Conference on Signal and Image Processing, SIP 2005. Marcellin, M. W. (ed.). p. 166-171 6 p. (Proceedings of the Seventh IASTED International Conference on Signal and Image Processing, SIP 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2004

    Multiple regression estimation for motion analysis and segmentation

    Cherkassky, V., Ma, Y. & Wechsler, H., 2004, 2004 IEEE International Joint Conference on Neural Networks - Proceedings. p. 2547-2552 6 p. (IEEE International Conference on Neural Networks - Conference Proceedings; vol. 4).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations
  • 2003

    Model Selection for K-Nearest Neighbors Regression Using VC Bounds

    Cherkassky, V. S., Ma, Y. & Tang, J., Sep 24 2003, Proceedings of the International Joint Conference on Neural Networks. Vol. 2. p. 1143-1148 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations
  • 2002

    Selection of meta-parameters for support vector regression

    Cherkassky, V. & Ma, Y., 2002, Artificial Neural Networks, ICANN 2002 - International Conference, Proceedings. Dorronsoro, J. R. & Dorronsoro, J. R. (eds.). Springer Verlag, p. 687-693 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2415 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    83 Scopus citations
  • 2001

    Comparison of wavelet thresholding methods for denoising ECG signals

    Cherkassky, V. & Kilts, S., Jan 1 2001, Artificial Neural Networks - ICANN 2001 - International Conference, Proceedings. Hornik, K., Dorffner, G. & Bischof, H. (eds.). Springer- Verlag, p. 625-630 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2130).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations
  • 2000

    Funds exchange: an approach for risk and portfolio management

    Cherkassky, V., Mulier, F. & Sheng, A. B., Jan 1 2000, IEEE/IAFE Conference on Computational Intelligence for Financial Engineering, Proceedings (CIFEr). IEEE, p. 3-7 5 p. (IEEE/IAFE Conference on Computational Intelligence for Financial Engineering, Proceedings (CIFEr)).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Image denoising using wavelet thresholding and model selection

    Zhong, S. & Cherkassky, V., Dec 1 2000, IEEE International Conference on Image Processing. Vol. 3.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    52 Scopus citations
  • 1999

    Multi-resolution Support Vector Machine

    Shao, X. & Cherkassky, V. S., Dec 1 1999, Proceedings of the International Joint Conference on Neural Networks. IEEE, Vol. 2. p. 1065-1070 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Scopus citations
  • 1998

    Object skeletons from sparse shapes in industrial image settings

    Singh, R., Papanikolopoulos, N. P. & Cherkassky, V., 1998, Proceedings - IEEE International Conference on Robotics and Automation. Institute of Electrical and Electronics Engineers Inc., p. 3388-3393 6 p. 680961. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 4).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations
  • 1994

    Learning rate schedules for self-organizing maps

    Mulier, F. & Cherkassky, V., 1994, Proceedings of the 12th IAPR International Conference on Pattern Recognition - Conference B: Pattern Recognition and Neural Networks, ICPR 1994. Institute of Electrical and Electronics Engineers Inc., p. 224-228 5 p. (Proceedings - International Conference on Pattern Recognition; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Scopus citations
  • 1993

    Combining neural networks and the wavelet transform for image compression

    Denk, T., Parhi, K. K. & Cherkassky, V., 1993, Plenary, Special, Audio, Underwater Acoustics, VLSI, Neural Networks. Publ by IEEE, p. I-637-I-640 (Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    19 Scopus citations

  • Neural Network controller for rearrangeable switching networks

    Park, Y. K. & Cherkassky, V. S., Jan 1 1993, 1993 IEEE International Conference on Neural Networks. Publ by IEEE, p. 1896-1901 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Neural Network controller for rearrangeable switching networks

    Park, Y. K. & Cherkassky, V., Jan 1 1993, 1993 IEEE International Conference on Neural Networks. Publ by IEEE, p. 1896-1901 6 p. (1993 IEEE International Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 1992

    ANALYSIS OF THE NOISE PERFORMANCE OF ASSOCIATIVE MEMORIES

    Raghunath, K. J. & Cherkassky, V., 1992, Proceedings - 1992 International Joint Conference on Neural Networks, IJCNN 1992. Institute of Electrical and Electronics Engineers Inc., p. 184-189 6 p. (Proceedings of the International Joint Conference on Neural Networks; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Neural networks and nonparametric regression

    Cherkassky, V., Jan 1 1992, Neural Networks for Signal Processing II - Proceedings of the 1992 IEEE Workshop. Kamm, C. A., Kung, S. Y., Sorenson, J. A. & Fallside, F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 511-521 11 p. 253661. (Neural Networks for Signal Processing - Proceedings of the IEEE Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations
  • 1991

    Fault-tolerant communications processing

    Cherkassky, V., Lari-Najafi, H. & Rooholamini, R., Jun 1 1991, 91 Fault-Tolerant Comput. Symp.. Publ by IEEE, p. 344-351 8 p. (Digest of Papers - FTCS (Fault-Tolerant Computing Symposium)).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Self-organizing network for regression: Efficient implementation and comparative evaluation

    Cherkassky, V., Lee, Y. & Lari-Najafi, H., Dec 1 1991, Proceedings. IJCNN-91-Seattle: International Joint Conference on Neural Networks. Anon (ed.). Publ by IEEE, p. 79-84 6 p. (Proceedings. IJCNN-91-Seattle: International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    14 Scopus citations
  • 1990

    Conventional and associative memory-based spelling checkers

    Cherkassky, V. S., Vassilas, N. & Brodt, G. L., 1990, Proc 2 Int IEEE Conf Tools Artif Intell. Publ by IEEE, p. 138-144 7 p. (Proc 2 Int IEEE Conf Tools Artif Intell).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Scaling neural network for job-shop scheduling

    Zhou, D. N., Cherkassky, V., Baldwin, T. R. & Hong, D. W., Dec 1 1990, IJCNN. International Joint Conference on Neural Networks. Publ by IEEE, p. 889-894 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    36 Scopus citations

  • Task reallocation for fault tolerance in multiprocessor systems

    Chen, C. I. H. & Cherkassky, V., Dec 1 1990, IEEE Proceedings of the National Aerospace and Electronics Conference. Publ by IEEE, Vol. 2. p. 495-500 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations
  • 1989

    Computation of the distributed associative memory and numerical stability of the generalized inverse matrix

    Mohideen, S., Cherkassky, V. & Wechsler, H., Dec 1 1989, IJCNN Int Jt Conf Neural Network. Anon (ed.). Publ by IEEE, 1 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations
  • 1988

    Architectural development and performance of a real time lan.

    Cherkassky, V., Lari-Najafi, H., Lawrie, N. L., Masson, D. & Pritty, D. W., Dec 1 1988, Proceedings - International Conference on Distributed Computing Systems. Publ by IEEE, p. 189-196 8 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 8).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • PERFORMANCE OF A REAL TIME LAN ARCHITECTURE FOR SENSOR FUSION APPLICATIONS.

    Cherkassky, V. S., Lari-Najaffi, H., Lawrie, N. L., Masson, D. & Pritty, D. W., Jan 1 1988, Proceedings - Computer Networking Symposium. IEEE, p. 120-128 9 p. (Proceedings - Computer Networking Symposium).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 1987

    CODING SCHEME FOR CONCURRENT ERROR DETECTION/CORRECTION IN MULTISTAGE INTERCONNECTION NETWORKS.

    Cherkassky, V., 1987, Proceedings of the International Conference on Parallel Processing. Sahni, S. K. (ed.). Pennsylvania State Univ Press, p. 755-758 4 p. (Proceedings of the International Conference on Parallel Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • GRACEFUL DEGRADATION OF MULTIPROCESSOR SYSTEMS.

    Cherkassky, V. S. & Malek, M., 1987, Proceedings of the International Conference on Parallel Processing. Sahni, S. K. (ed.). Pennsylvania State Univ Press, p. 885-888 4 p. (Proceedings of the International Conference on Parallel Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Scopus citations
  • 1986

    ANALYSIS OF CC-BANYAN NETWORKS.

    Cherkassky, V. S. & Malek, M., 1986, Proceedings of the International Conference on Parallel Processing. Hwang, K., Jacobs, S. M. & Swartzlander, E. E. (eds.). IEEE, p. 115-118 4 p. (Proceedings of the International Conference on Parallel Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • GROUP PROBING STRATEGY FOR TESTING LARGE NUMBER OF CHIPS.

    Cherkassky, V. S. & Kinney, L. L., 1986, Digest of Papers - International Test Conference. IEEE, p. 853-856 4 p. (Digest of Papers - International Test Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations