Chidanand V (Chid) Apte  Chidanand V (Chid) Apte photo       

contact information

Director - Mathematical Sciences & Blockchain Solutions
Thomas J. Watson Research Center, Yorktown Heights, NY USA
  +1dash914dash945dash1024

links

Professional Associations

Professional Associations:  ACM SIGKDD  |  IEEE


2008

Harnessing Uncertainty: The Future of Risk Analytics
B Ray, C Apte, K McAuliffe, L Deleris, E Cope
Technical Report, 2008


2007

Advanced Targeted Marketing for Single
CV Apte, R Natarajan, FA Tipu
2007 - en.scientificcommons.org


2006

Data mining and clinical data repositories: Insights from a 667,000 patient data set
I M Mullins, M S Siadaty, J Lyman, K Scully, C T Garrett, W Greg Miller, R Muller, B Robson, C Apte, S Weiss, I Rigoutsos, D Platt, S Cohen, W Knaus
Computers in biology and medicine 36(12), 1351--1377, 2006

Using secure coprocessors for privacy preserving collaborative data mining and analysis
B Bhattacharjee, N Abe, K Goldman, B Zadrozny, V R Chillakuru, M Carpio del, C Apte
Proceedings of the 2nd international workshop on Data management on new hardware, pp. 1, 2006


2004

Sampling approach to resource light data mining
N Abe, C Apte, B Bhattacharjee, K Goldman, J Langford, B Zadrozny
SIAM Workshop on Data Mining in Resource Constrained Environments, 2004

Empirical evaluation of feature subset selection based on a real-world data set
P Perner, C Apte
Engineering Applications of Artificial Intelligence, 2004 - Elsevier

Cross channel optimized marketing by reinforcement learning
N Abe, N Verma, C Apte, R Schroko
Proceedings of the tenth ACM SIGKDD international conference …, 2004 - portal.acm.org


2003

The big (data) dig
C Apte
OR MS TODAY 30(1), 24--29, INSTITUTE FOR OPERATIONS RESEARCH AND THE MANAGEMENT, 2003

Data-intensive analytics for predictive modeling-References
CV Apte, SJ Hong, R Natarajan, EPD Pednault, FA Tipu, SM Weiss
IBM Journal of Research and Development 47(1), 2003

Data-intensive analytics for predictive modeling-Author Bios
CV Apte, SJ Hong, R Natarajan, EPD Pednault, FA Tipu, SM Weiss
IBM Journal of Research and Development 47(1), 2003


Data-intensive analytics for predictive modeling
CV Apte, SJ Hong, R Natarajan, EPD Pednault, FA Tipu, SM Weiss
IBM Journal of Research and Development 47(1), 17--23, IBM, 2003


2002

Fault Prediction in Computer Networks
R Vilalta, C Apte, JL Hellerstein, S Ma, S Weiss
IBM System Journal, Special Issue on AI, 2002

A probabilistic estimation framework fro predictive modeling analytics
CV Apte
IBM Systems Journal, 2002

Predictive algorithms in the management of computer systems-References
R Vilalta, CV Apte, JL Hellerstein, S Ma, SM Weiss
IBM Systems Journal, 2002 - research.ibm.com

Automated generation of model cases for help-desk applications-References
SM Weiss, CV Apte
IBM Systems Journal, 2002 - research.ibm.com

A probabilistic estimation framework for predictive modeling analytics-References
CV Apte, R Natarajan, EPD Pednault, FA Tipu
IBM Systems Journal 41(3), 2002

Automated generation of model cases for help-desk applications-Author bios
SM Weiss, CV Apte
IBM Systems Journal, 2002 - research.ibm.com

Predictive algorithms in the management of computer systems-Author bios
R Vilalta, CV Apte, JL Hellerstein, S Ma, SM Weiss
IBM Systems Journal, 2002 - research.ibm.com

A probabilistic estimation framework for predictive modeling analytics-Author bios
CV Apte, R Natarajan, EPD Pednault, FA Tipu
IBM Systems Journal 41(3), 2002

A probabilistic framework for predictive modeling analytics
C Apte, R Natarajan, E Pednault, F Tipu
IBM Systems Journal 41(3), 2002

Automated generation of model cases for help-desk applications
SM Weiss, CV Apte
IBM systems journal, 2002 - research.ibm.com

A probabilistic estimation framework for predictive modeling analytics
CV Apte, R Natarajan, E P D Pednault, FA Tipu
IBM Systems Journal 41(3), 438--448, IBM Corp., 2002

Business applications of data mining
C Apte, B Liu, E P D Pednault, P Smyth
Communications of the ACM 45(8), 53, ACM, 2002

Predictive algorithms in the management of computer systems
R Vilalta, CV Apte, JL Hellerstein, S Ma, SM Weiss
IBM Systems Journal, 2002 - research.ibm.com

Empirical comparison of various reinforcement learning strategies for sequential targeted marketing
N Abe, E Pednault, H Wang, B Zadrozny, W Fan, C Apte
Proceedings of the 2002 IEEE International Conference on Data Mining, pp. 3-10, IEEE


2001

Light weight document matcher
C Apte, F J Damerau, S M Weiss, B F White
unknown, Google Patents, 2001
US Patent 6,286,000

PROBABILISTIC ESTIMATION IN DATA MINING
EPD Pednault, C Apte
Data Mining for Scientific and Engineering Applications, 2001 - books.google.com

Segmentation-Based Modeling for Advanced Targeted Marketing
D Campbell, B Nelson, C Apte, E Bibelnieks, R Natarajan, E Pednault, F Tipu
Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD, pp. 408--413, 2001

Segmentation-based modeling for advanced targeted marketing
C Apte, E Bibelnieks, R Natarajan, E Pednault, F Tipu, D Campbell, B Nelson
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 408--413, 2001


2000

Operational Data Analysis: Improved Predictions Using
R Vilalta, C Apte, S Weiss
Services Management in Intelligent Networks: 11th IFIP/IEEE …, 2000 - books.google.com

Al and IBM Research
C Apte, L Morgenstern, SJ Hong
IEEE INTELLIGENT SYSTEMS AND THEIR APPLICATIONS15, 51--57, IEEE COMPUTER SOCIETY, 2000

Handling Imbalanced Data Sets in Insurance Risk Modeling:
EPD Pednault, BK Rosen, C Apte
IBM Research Re port, 2000

AI at IBM Research
C Apte, L Morgenstern, SJ Hong
IEEE Intelligent Systems Magazine and Their Applications, 2000 - research.ibm.com

Lightweight Document Clustering
W Sholom, B White, C Apte
unknown, 2000

Operational data analysis: improved predictions using multi-computer pattern detection
R Vilalta, C Apte, S Weiss
Lecture notes in computer science, 2000 - Springer

The importance of estimation errors in cost-sensitive learning
E Pednault, B Rosen, C Apte
ICML Workshop on Cost-Sensitive Learning, IBM Research Report RC-21757, 2000

Lightweight document clustering
SM Weiss, BF White, CV Apte
unknown, 2000

Handling imbalanced data sets in insurance risk modeling
E P D Pednault, B K Rosen, C Apte
AAAI Workshop on Learning from Imbalanced Data Sets, pp. 58--63, AAAI Technical Report WS-00-05, 2000

Lightweight document matching for help-desk applications
SM Weiss, BF White, CV Apte, FJ Damerau, IBMTJWR …
unknown, 2000

Active learning using adaptive resampling
VS Iyengar, C Apte, T Zhang
Proceedings of the sixth ACM SIGKDD international conference …, 2000 - portal.acm.org


1999

Data mining based underwriting profitability analysis
C V Apte, E Grossman, E P D Pednault, B K Rosen, F A Tipu, H Wang, B F White
US Patent ..., 1999 - Google Patents, Google Patents
US Patent 5,970,464

Insurance risk modeling using data mining technology
C Apte, E Grossman, E Pednault, B Rosen, F Tipu, B White
Proceedings of PADD99: The Practical Application of Knowledge Discovery and Data Mining, 39--47, Citeseer, 1999

Probabilistic estimation-based data mining for discovering insurance risks
C Apte, E Grossman, E P D Pednault, B K Rosen, F A Tipu, B White
IEEE Intelligent Systems 14(6), 49--58, Citeseer, 1999


1998

Text mining with decision rules and decision trees
C Apte, F Damerau, SM Weiss, C Apte, F Damerau, S Weiss
In Workshop on Learning from text and the Web, Conference on Automated Learning and Discovery, 1998

Data Mining with Extended Symbolic Models
C Apte, E Pednault, S Weiss, E Pednault, S Weiss
1998 proceedings of the Statistical Computing Section: papers presented at the annual meeting of the American Statistical Association, Dallas, Texas, August 9-13, 1998, pp. 1, Citeseer

B. White, Insurance Risk Modeling Using Data Mining Technology
C Apte, E Grossman, E Pednault, B Rosen, F Tipu
1998 - IBM Research Report RC-21314

Text mining with decision trees and decision rules
C Apte, F Damerau, SM Weiss
Workshop on Learning from Text and the Web, Conference on …, 1998 - Citeseer


1997

Data mining with decision trees and decision rules. Future Generation Computer Systems
C Apte, SM Weiss, C Apte, S Weiss
Computer Systems, 1997 - eprints.kfupm.edu.sa

Data mining: an industrial research perspective
C Apte, IBMTJWR Center, Y Heights
IEEE Computational Science & Engineering, 1997 - ieeexplore.ieee.org

Decomposition of heterogeneous classification problems
C Apte, S Hong, J Hosking, J Lepre, E Pednault, B Rosen
Advances in Intelligent Data Analysis Reasoning about Data, 17--28, Springer, 1997


1996

Predicting Equity Returns from Securities Data with Minimal Rule Generation
C Apte, SJ Hong
Advances in Knowledge Discovery and Data Mining, 1996 - aaai.org


1995

Ramp: Rules abstraction for modeling and prediction
CV Apt, SJ Hong, S Prasad, B Rosen
1995 - reference.kfupm.edu.sa


1994

Case studies in high-dimensional classification
C Apt, R Sasisekharan, V Seshadri, SM Weiss
Applied Intelligence, 1994 - Springer

Automated learning of decision rules for text categorization
C Apt, F Damerau, SM Weiss
ACM Transactions on Information Systems (TOIS), 1994 - portal.acm.org

Towards language independent automated learning of text categorization models
C Apt, F Damerau, SM Weiss
Proceedings of the 17th annual international ACM SIGIR …, 1994 - portal.acm.org


1993

Predicting defects in disk drive manufacturing: a case study in high-dimensional classification
C Apte, S Weiss, G Grout
IEEE Annual Conference on AI Applications CAIA-93, 1993

Knowledge discovery for document classification
C Apte, F Damerau, S Weiss, Research Division, …
Working Notes of the AAAI 1993 Workshop on Knowledge …, 1993 - aaai.org

Predicting defects in disk drive manufacturing: A case study inhigh-dimensional classification
C Apte, S Weiss, G Grout, YH IBM
Artificial Intelligence for Applications, 1993. Proceedings. …, 1993 - ieeexplore.ieee.org


1992

An experiment in constructing an open expert system using a knowledge substrate
CV Apte, RA Dionne, JH Griesmer, M Karnaugh, JK …
IBM Journal of Research and Development, 1992 - portal.acm.org


1991

An object-centered representation for financial analysis
C Apt{'e}, J Kastner
Expert Systems with Applications 3(1), 19--25, Elsevier, 1991

Rapid Prototyping Based on Common Substrate of Knowledge
Y J C Apte
Artificial Intelligence Applications: 7th Conference: Papers, pp. 155, 1991


1989

Utilizing knowledge intensive techniques in an automated consultant for financial marketing
C Apte, J Griesmer, SJ Hong, M Karnaugh, J Kastner …
Expert Systems in Economics, Banking and Management, 1989


1988

Building numerical sensitivity analysis systems using a knowledgebased approach
C Apte, R Dionne, IBMTJWR Center, Y Heights
Artificial Intelligence Applications, 1988., Proceedings of …, 1988 - ieeexplore.ieee.org

Experience with K-REP: an object-centered knowledgerepresentation language
E Mays, C Apte, J Griesmer, J Kastner, IBMTJWR …
Artificial Intelligence Applications, 1988., Proceedings of …, 1988 - ieeexplore.ieee.org


1987

Organizing knowledge in a complex financial domain
E Mays, C Apte, J Griesmer, J Kastner
IEEE Expert [see also IEEE Intelligent Systems and Their …, 1987 - ieeexplore.ieee.org


1986

Using qualitative reasoning to understand financial arithmetic
C Apte, SJ Hong
Proceedings of the Fifth National Conference on Artificial …, 1986 - aaai.org

A knowledge-based consultant for financial marketing
J Kastner, C Apt, J Griesmer, SJ Hong, M …
AI magazine, 1986 - aaai.org


1982

Building expert systems for controlling complex programs
SM Weiss, C Kulikowski, C Apt, M Uschold, J …
1982 - aaai.org


Year Unknown

An Industrial Research Perspective
C Apt{'e}
mec.ita.br, 0

Maximizing text-mining performance
SM Weiss, C Apte, FJ Damerau, DE Johnson, FJ Oles, T Goetz, T Hampp
IEEE Intelligent Systems and their applications 14(4), 63--69, 0

To appearinACM SIGKDD 2000 Active Learning using Adaptive Resampling
V Iyengar, C Apte, VS Iyengar, C Apte, T Zhang, T …
Citeseer, 0

Revised Version Lightweight DocumentMatching for Help Desk Applications
S Weiss, B White, C Apte, F Damerau, SM Weiss, BF …
Citeseer, 0


Lightweight Document Matching and Text Mining
SM Weiss, BF White, CV Apte, FJ Damerau
SM Weiss, BF White, CV Apte, FJ Damerau, 0

Abstract Lightweight Document Clustering
S Weiss, B White, C Apte, SM Weiss, BF White, V …
Citeseer, 0


RAMP: Rules abstraction for modeling and prediction
SHSPB Rosen, C Apte
Technical report, IBM Research Division, TJ Watson Research …, 0


Decomposition of heterogeneous classification problems", IBM Research Report, RC-20514, March 1996, …
C Apte, SJ Hong, JRM Hosking, J Lepre, E Pednault, …
Conf. on Intelligent Data Analysis, IDA-97, 0