Chidanand Apté

According to our database1, Chidanand Apté
  • authored at least 37 papers between 1982 and 2016.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2016
Data Science for Food, Energy and Water: A Workshop Report.
SIGKDD Explorations, 2016

2013
Analyzing analytics.
SIGMOD Record, 2013

2012
Business leadership through analytics.
IBM Journal of Research and Development, 2012

2011
Introduction to Special Issue on Large-Scale Data Mining.
TKDD, 2011

2010
Predictive rule discovery from electronic health records.
Proceedings of the ACM International Health Informatics Symposium, 2010

The Role of Machine Learning in Business Optimization.
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

2006
Data mining and clinical data repositories: Insights from a 667, 000 patient data set.
Comp. in Bio. and Med., 2006

Using secure coprocessors for privacy preserving collaborative data mining and analysis.
Proceedings of the Workshop on Data Management on New Hardware, 2006

2004
Empirical evaluation of feature subset selection based on a real-world data set.
Eng. Appl. of AI, 2004

Cross channel optimized marketing by reinforcement learning.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

2003
Data-intensive analytics for predictive modeling.
IBM Journal of Research and Development, 2003

2002
Automated generation of model cases for help-desk applications.
IBM Systems Journal, 2002

Predictive algorithms in the management of computer systems.
IBM Systems Journal, 2002

A probabilistic estimation framework for predictive modeling analytics.
IBM Systems Journal, 2002

Business applications of data mining.
Commun. ACM, 2002

Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

2001
Segmentation-based modeling for advanced targeted marketing.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

2000
Lightweight Document Matching for Help-Desk Applications.
IEEE Intelligent Systems, 2000

AI at IBM Research.
IEEE Intelligent Systems, 2000

Leightweight Document Clustering.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Empirical Evaluation of Feature Subset Selection Based on a Real-World Data Set.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Active learning using adaptive resampling.
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Operational Data Analysis: Improved Predictions Using Multi-computer Pattern Detection.
Proceedings of the Services Management in Intelligent Networks, 2000

1998
Decomposition of Heterogeneous Classification Problems.
Intell. Data Anal., 1998

1997
Data mining with decision trees and decision rules.
Future Generation Comp. Syst., 1997

Decomposition of Heterogeneous Classification Problems.
Proceedings of the Advances in Intelligent Data Analysis, 1997

1996
Predicting Equity Returns from Securities Data.
Advances in Knowledge Discovery and Data Mining, 1996

1994
Automated Learning of Decision Rules for Text Categorization.
ACM Trans. Inf. Syst., 1994

Case studies in high-dimensional classification.
Appl. Intell., 1994

Towards Language Independent Automated Learning of Text Categorisation Models.
Proceedings of the 17th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Dublin, 1994

Predicting Equity Returns from Securities Data with Minimal Rule Generation.
Proceedings of the Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, 1994

1992
An experiment in constructing an open expert system using a knowledge substrate.
IBM Journal of Research and Development, 1992

1987
Organizing Knowledge in a Complex Financial Domain.
IEEE Expert, 1987

1986
A Knowledge-Based Consultant for Financial Marketing.
AI Magazine, 1986

Using Qualitative Reasoning to Understand Financial Arithmetic.
Proceedings of the 5th National Conference on Artificial Intelligence. Philadelphia, 1986

1985
An Approach to Expert Control of Interactive Software Systems.
IEEE Trans. Pattern Anal. Mach. Intell., 1985

1982
Building Expert Systems for Controlling Complex Programs.
Proceedings of the National Conference on Artificial Intelligence. Pittsburgh, 1982


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