This page points to some of the papers by Kishan Mehrotra
on (a) Neural Networks
and (b) Evolutionary/Genetic Algorithms.
Recent papers on Statistics:
- mle.ps
- Title: Maximum likelihood estimation for longitudinal data
with truncated observations,
Authors: K. Mehrotra, P. M. Kulkarni, R. C. Tripathi, and
J. E. Michalek,
Where: Submitted to Biometrics, 1997
wls.ps
Title: Weighted Least-Squares Estimation of the Decay Rate
in Pharmacokinetic Studies of Persistent Contaminants,
Authors: K. Mehrotra, R. C. Tripathi, and
J. E. Michalek,
Where: Submitted to Environmetics, 1997
Papers on Neural Networks:
- TemporalSeq.ps
- Title: Storing Temporal Sequences of Patterns in
Neural Networks,
Authors: D. Krishnaswamy, K. Mehrotra, C. Mohan, and S. Ranka,
Where: Proc. Conf. on Neural and Stochastic Methods
in Image and Signal Processing II (SPIE'93), San Diego, pp. 120-126, July 1993
- PERT.ps
- Title: A Study of Approximating the Moments of the Job
Completion Time in PERT Networks,
Authors: K. Mehrotra, J. Chai, and S. Pillutla,
Where: Journal of Operation Management, Project Management
Issue, 1996
- BoundsIEEE.ps
- Title: Bounds on the Number of Samples needed for Neural Learning,
Authors: K. Mehrotra, C. Mohan, and S. Ranka,
Where: IEEE Transactions on Neural Networks, Vol. 2, No. 6,
pp. 548-558, Nov. 1991
- sigmoid.ps
- Title: Simple Sigmoid Functions, their Inverses and Neural Network
Implications,
Authors: A. Menon, K. Mehrotra, C. Mohan, and S. Ranka,
To be published in: Neural Networks, 1996
Abstract
- NonlinearSystemControl-IJCNN.ps
- Title: Nonlinear System Identification and Control using Neural Networks,
Authors: H. Lee, K. Mehrotra, C. Mohan, and S. Ranka,
Where: Proc. International Joint Conf. on Neural Networks,
Singapore, pp. 2410-2415, 1991
- ImbalancedTrainingIEEE.ps
- Title: An Improved Algorithm for Neural Network Classification
of Imbalanced Training Sets,
Authors: R. Anand, K. Mehrotra, C. Mohan, and S. Ranka,
Where: IEEE Transactions on Neural Networks,
Vol. 4, No. 6, pp. 962-969, Nov. 1993
- FaultTolerantNN-ftcs94.ps
- Title: Training Techniques to obtain Fault Tolerant Neural
Networks,
Authors: C.-T. Chiu, K. Mehrotra, C. Mohan, and S. Ranka,
Where: Proc. 24th International Symp. on Fault Tolerant Computing
(FTCS-24), Austin (TX), pp. 360-369, June 1994
- ft-icnn94.ps
- Title: Robustness of Feedforward Neural Networks,
Authors: C.-T. Chiu, K. Mehrotra, C. Mohan, and S. Ranka,
Where: Second IEEE International Conf. on Neural Networks, Vol. 2,
pp. 783-788, March 1993
- document_allocation.ps
- Title: Multiprocessor Document Allocation using Neural Networks,
Authors: A. Al-Sehibani, K. Mehrotra, C. Mohan, and S. Ranka,
Where: Proc. IASTED Conf., Cancun (Mexico), June 1995
- SelectionProcedureWCNN93.ps
- Title: Selection Procedures for Redundant Inputs in Neural Networks,
Authors: H. Lee, K. Mehrotra, C. Mohan, and S. Ranka,
Where: Proc. INNS World Conf. on Neural Networks,
Vol. 2, Portland (OR), Vol. 1, pp. 300-303, July 1993
- NMR-RecognitionPatternRecognition.ps
- Title: Analyzing Images Containing Multiple Sparse Patterns
with Neural Networks,
Authors: R. Anand, K. Mehrotra, C. Mohan, and S. Ranka,
Where: Pattern Recognition, Vol. 26, No. 11, pp. 1717-1724, Nov. 1993
- MulticlassTrainingIEEE.ps
- Title: An Efficient Neural Algorithm for the Multiclass Problem,
Authors: R. Anand, K. Mehrotra, C. Mohan, and S. Ranka,
Where: IEEE Transactions on Neural Networks,
Vol. 6, No. 1, pp. 117-124, Jan. 1995
- multivariate.ps
- Title: Forecasting the Behavior of Multivariate Time Series
using Neural Networks,
Authors: K. Chakraborty, K. Mehrotra, C. Mohan, and S. Ranka,
Where: Neural Networks, Vol. 5, pp. 961-970, 1992
Papers on Evolutionary/Genetic Algorithms:
- KnowledgeBasedNonunifromCrossover-JournalComplexSystems.ps
- Title: Knowledge-based Nonuniform Crossover,
Authors: H. Maini, K. Mehrotra, C. Mohan, and S. Ranka,
Where: Complex Systems, Vol. 8, pp. 257-293, 1994
- SoftDecisionDecodingEvolutionaryComputation.ps
- Title: Genetic Algorithms for Soft Decision Decoding of Linear
Block Codes,
Authors: H. Maini, K. Mehrotra, C. Mohan, and S. Ranka,
Where: Journal of Evolutionary Computation, Vol. 2, No. 2, pp. 145-164, Nov. 1994
- GAforGP.ps
- Title: Genetic Algorithms for Graph Partitioning
and Incremental Graph Partitioning,
Authors: H. Maini, K. Mehrotra, C. Mohan, and S. Ranka,
Where: SuperComputing '94, Nov. 1994
- replicator.ps
- Title: Optimization using Replicators,
Authors: A. Menon, K. Mehrotra, C. Mohan, and S. Ranka,
Where: Sixth Intl. Conf. on
Genetic Algorithms 1995, pp. 209-216
Abstract
- median.ps
- Title: On the Optimality of the Median Assignment Rule,
with applications to Graph Partitioning
Authors: A. Menon, K. Mehrotra, C. Mohan and S. Ranka
Status: Submitted/Tech. Report available.
Abstract
- smr.ps
- Title: Selection, Majorization and Replicators
Authors: A. Menon, K. Mehrotra, C. Mohan and S. Ranka
Status: Accepted by FOGA, 1996/Tech Report available.
- none.ps
- Title: Why the earth is flat,
Authors: R. E. Publican and D. E. Mocrat,
Where: Annals of the Society for Abstruse Cogitations, Vol. 1, Jan. 1996