Nitin Indurkhya

According to our database1, Nitin Indurkhya authored at least 34 papers between 1989 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Condition-transforming Variational Autoencoder for Conversation Response Generation.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
A Study on Improving End-to-End Neural Coreference Resolution.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2018

2015
Fundamentals of Predictive Text Mining, Second Edition
Texts in Computer Science, Springer, ISBN: 978-1-4471-6750-1, 2015

Emerging directions in predictive text mining.
WIREs Data Mining Knowl. Discov., 2015

2014
Natural Language Processing.
Proceedings of the Computing Handbook, 2014

2010
Fundamentals of Predictive Text Mining.
Texts in Computer Science 41, Springer, ISBN: 978-1-84996-226-1, 2010

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

2008
Estimating Sales Opportunity Using Similarity-Based Methods.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

2004
Text categorization for a comprehensive time-dependent benchmark.
Inf. Process. Manag., 2004

2002
Experiments in high-dimensional text categorization.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

2001
Kirrkirr: Software for Browsing and Visual Exploration of a Structured Warlpiri Dictionary.
Lit. Linguistic Comput., 2001

Lightweight Collaborative Filtering Method for Binary-Encoded Data.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001

Rule-Based Ensemble Solutions for Regression.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2001

Solving regression problems with rule-based ensemble classifiers.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

2000
Decision-Rule Solutions for Data Mining with Missing Values.
Proceedings of the Advances in Artificial Intelligence, 2000

Lightweight Rule Induction.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

1998
Estimating Performance Gains for Voted Decision Trees.
Intell. Data Anal., 1998

1997
Predictive data mining - a practical guide.
Morgan Kaufmann, ISBN: 978-1-55860-403-2, 1997

1996
Selecting the Right-Size Model for Prediction.
Appl. Intell., 1996

1995
Rule-based Machine Learning Methods for Functional Prediction.
J. Artif. Intell. Res., 1995

Using Case Data to Improve on Rule-based Function Approximation.
Proceedings of the Case-Based Reasoning Research and Development, 1995

1994
Graph-based induction as a unified learning framework.
Appl. Intell., 1994

Guest editors' introduction.
Appl. Intell., 1994

Small Sample Decision tree Pruning.
Proceedings of the Machine Learning, 1994

Decision Tree Pruning: Biased or Optimal?
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994

1993
Optimized Rule Induction.
IEEE Expert, 1993

Transmembrane Segment Prediction from Protein Sequence Data.
Proceedings of the 1st International Conference on Intelligent Systems for Molecular Biology, 1993

Rule-Based Regression.
Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

Unifying Learning Methods by Colored Digraphs.
Proceedings of the Algorithmic Learning Theory, 4th International Workshop, 1993

A New Algorithm for Automatic Configuration of Hidden Markov Models.
Proceedings of the Algorithmic Learning Theory, 4th International Workshop, 1993

1992
Heuristic configuration of single hidden-layer feed-forward neural networks.
Appl. Intell., 1992

1991
Iterative rule induction methods.
Appl. Intell., 1991

Reduced Complexity Rule Induction.
Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991

1989
Models for measuring performance of medical expert systems.
Artif. Intell. Medicine, 1989


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