Jayant R. Kalagnanam  Jayant R. Kalagnanam photo       

contact information

Distinguished Researcher, Math Sciences,and Chief Scientist, Industrial Products, Thomas J. Watson Research Center, Yorktown Heights, NY USA
Member, IBM Industry Academy,
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Professional Associations

Professional Associations:  Association for the Advancement of Artificial Intelligence (AAAI)  |  INFORMS


2016

A Statistical Modeling Approach for Air Quality Data Based on Physical Dispersion Processes and Its Application to Ozone Modeling
Xiao Liu, Kyongmin Yeo, Youngdeok Hwang, Jitendra Singh, Jayant Kalagnanam
Annals of Applied Statistics 10(2), 756-785, Institute of Mathematical Statistics, 2016

Sparse Gaussian Markov Random Field Mixtures for Anomaly Detection
Id{\'e}, Tsuyoshi and Khandelwal, Ankush and Kalagnanam, Jayant
Data Mining (ICDM), 2016 IEEE 16th International Conference on, pp. 955--960
Abstract

Optimal Generalized Decision Trees via Integer Programming
Menickelly, Matt and Gunluk, Oktay and Kalagnanam, Jayant and Scheinberg, Katya
arXiv preprint arXiv:1612.03225, 2016
Abstract

Change Detection Using Directional Statistics.
Id{\'e}, Tsuyoshi and Phan, Dzung T and Kalagnanam, Jayant
IJCAI, pp. 1613--1619, 2016
Abstract

Statistical Modeling for Spatio-Temporal Degradation Data
Liu, Xiao and Yeo, Kyongmin and Kalagnanam, Jayant
arXiv preprint arXiv:1609.07217, 2016
Abstract

A Statistical Modeling Approach for Air Quality Data Based on Physical Dispersion Processes and Its Application to Ozone Modeling
Liu, X, Yeo, K.M., Hwang, Y.D., Singh, J. and Kalagnanam, J. (2016)
Annals of Applied Statistics, to appear., 2016


2015

Cross Industry Analytics Solution Library for Resource and Operations Management
J. Kalagnanam, Y. Lee, T. Ide, H. Hahn
KEIT PD Issue Report, September 2015, Vol 15-9, Pages 33-51, ISSN 2234-3873.

Managing Operational Risk Using Advanced Process Optimization
Jayant Kalagnanam and Jose Favilla
METEC and ESTAD (Metals Conference), 2015


2014

FoodSIS: a text mining system to improve the state of food safety in singapore
Kiran Kate, Andy Prapanca, Sneha Choudhary, Jayant kalagnanam
Proceeding KDD '14 Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining , 2014


2013

Stochastic optimization of a pure hydro power system with large-scale wind integration
Ali Koc, Jayant Kalagnanam, Inncoent Kamwa
Proceedings of the International IIE Conference, June 26-29, Istanbul, Turkey. , 2013


2012

Some efficient optimization methods for solving the security-constrained optimal power flow problem
D. T. Phan, J. Kalagnanam
IEEE Transactions on Power Systems,, 2012

Distributed methods for solving the security-constrained optimal power flow problem
D. T. Phan, J. Kalagnanam
Proceedings of the 2012 IEEE PES Innovative Smart Grid Technologies (ISGT),, pp. 1-7


2011

Phase identification in smart grids
Seetharam, D. ; Kalyanaraman, S. ; Dontas, K. ; Pavlovski, C. ; Hoy, S. ; Kalagnanam, J.R.
2011 IEEE International Conference on Smart Grid Communications (SmartGridComm),

Analytics-driven asset management
A Hampapur, H Cao, A Davenport, WS Dong, D Fenhagen, RS Feris, G Goldszmidt, ZB Jiang, J Kalagnanam, T Kumar, others
IBM Journal of Research and Development 55(1.2), 13--1, IBM, 2011

Managing data quality risk in accounting information systems
X Bai, M Nunez, J R Kalagnanam
Information Systems Research, INFORMS, 2011


2010

Incentive design for lowest cost aggregate energy demand reduction
Soumyadip Ghosh, Jayant Kalagnanam, Dmitriy Katz, Mark Squillante, Xiaoxuan Zhang, Eugene Feinberg
Smart Grid Communications (SmartGridComm), 2010 first IEEE international conference on, pp. 519--524

Analytics and transactive control design for the pacific northwest smart grid demonstration project
P. Huang, J. Kalagnanam, R. Natarajan, M. Sharma, R. Ambrosio, D. Hammerstrom, R. Melton
Smart Grid Communications (SmartGridComm), 2010 First IEEE International Conference on, pp. 449--454

Foundations for smarter cities
C Harrison, B Eckman, R Hamilton, P Hartswick, J Kalagnanam, J Paraszczak, P Williams
IBM Journal of Research and Development 54(4), 1--16, IBM, 2010


2009

Learning dynamic temporal graphs for oil-production equipment monitoring system
Y Liu, J R Kalagnanam, O Johnsen
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 1225--1234, 2009


2008

Stochasic Unit Committment Problem
J Goez, J Luedtke, D Rajan, J Kalagnanam
2008 - domino.research.ibm.com


2007

Scheduling steel production using mixed-integer programming and constraint programming
A Davenport, J Kalagnanam
Proceedings of the 3rd Multidisciplinary International Scheduling Conference: Theory and Applications, 2007

An application of constraint programming to generating detailed operations schedules for steel manufacturing
A Davenport, J Kalagnanam, C Reddy, S Siegel, J Hou
Proceedings of the 13th international conference on Principles and practice of constraint programming, pp. 64--76, Springer-Verlag, 2007

Production design for plate products in the steel industry
S Dash, J Kalagnanam, C Reddy, SH Song
IBM journal of research and development 51(3.4), 345--362, IBM, 2007


2006

The slab design problem in the steel industry
M Dawande, J Kalagnanam, H S Lee, C Reddy, S Siegel, M Trumbo
Handbook of Production Scheduling, 243--264, Springer, 2006

Using Data Mining in Procurement Business Transformation Outsourcing
M Singh, J R Kalagnanam
Workshop on Data Mining for Business Applications, 2006

Industrial procurement auctions
M Bichler, A Davenport, G Hohner, J Kalagnanam
Combinatorial Auction, 2006

A non-parametric estimator for setting reservation prices in procurement auctions
M Bichler, J R Kalagnanam
Information Technology and Management 7(3), 157--169, Springer, 2006

Software frameworks for advanced procurement auction markets
M Bichler, J R Kalagnanam
Communications of the ACM 49(12), 104--108, ACM, 2006


Improved bounds for computing Kemeny rankings
V Conitzer, A Davenport, J Kalagnanam
Proceedings of the National Conference on Artificial Intelligence, pp. 620, 2006


2005

Models for iterative multiattribute procurement auctions
David C Parkes, Jayant Kalagnanam
Management Science 51(3), 435--451, INFORMS, 2005

Automated cleansing for spend analytics
M Singh, J R Kalagnanam, S Verma, A J Shah, S K Chalasani
Proceedings of the 14th ACM international conference on Information and knowledge management, pp. 437--445, 2005

Configurable offers and winner determination in multi-attribute auctions
M Bichler, J Kalagnanam
European Journal of Operational Research 160(2), 380--394, Elsevier, 2005


2004

A system for automated mapping of bill-of-materials part numbers
J Kalagnanam, M Singh, S Verma, M Patek, Y W Wong
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 805--810, 2004

QoS-aware middleware for Web services composition
L Zeng, B Benatallah, A H H Ngu, M Dumas, J Kalagnanam, H Chang
IEEE transactions on Software Engineering 30(5), 311--327, IEEE, 2004

The slab-design problem in the steel industry
M Dawande, J Kalagnanam, H S Lee, C Reddy, S Siegel, M Trumbo
Interfaces, 215--225, JSTOR, 2004

A computational study of the Kemeny rule for preference aggregation
A Davenport, J Kalagnanam
PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, pp. 697--702, 2004

Auctions, bidding and exchange design
J Kalagnanam, D C Parkes
Handbook of Quantitative Supply Chain Analysis: Modeling in the E-Business Era, ed. D. Simchi-Levi, SD Wu, Z. Shen, 143--212, 2004


2003

Bidding Languages and Winner Determination in Multi-attribute Auctions, 2003
M Bichler, J Kalagnanam
European Journal of Operational Research.(IBM Research Report RC22478), 2003

Polyhedral sampling for multiattribute preference elicitation
Soumyadip Ghosh, Jayant Kalagnanam
Proceedings of the 4th ACM conference on Electronic Commerce, pp. 256--257, 2003

Reliable execution planning and exception handling for business process
L Zeng, J J Jeng, S Kumaran, J Kalagnanam
Technologies for E-Services, 119--130, Springer, 2003

Combinatorial and quantity-discount procurement auctions benefit Mars, Incorporated and its suppliers
G Hohner, J Rich, E Ng, G Reid, A J Davenport, J R Kalagnanam, H S Lee, C An
Interfaces 33(1), 23--35, INFORMS, 2003

Quality-driven web services composition
L Zeng, B Benatallah, M Dumas, J Kalagnanam, Q Z Sheng
2003 - eprints.qut.edu.au, ACM Press


2002

Cooperative strategies for solving the bicriteria sparse multiple knapsack problem
F S Salman, J R Kalagnanam, S Murthy, A Davenport
Journal of heuristics 8(2), 215--239, Springer, 2002

RECO: Representation and evaluation of configurable offers
M Bichler, J R Kalagnanam, H S Lee
Computational Modeling and Problem Solving in the Networked World, 235--247, Springer, 2002

Winner determination algorithms for electronic auctions: A framework design
M Bichler, J Kalagnanam, H Lee, J Lee
E-Commerce and Web Technologies, 531--545, Springer, 2002

Applications of flexible pricing in business-to-business electronic commerce
M. Bichler, J. Kalagnanam, K. Katircioglu, A.J. King, R.D. Lawrence, H.S. Lee, G.Y. Lin, Y. Lu
IBM Systems Journal 41(2), 287--302, IBM, 2002


2001

Computational aspects of clearing continuous call double auctions with assignment constraints and indivisible demand
J R Kalagnanam, A J Davenport, H S Lee
Electronic Commerce Research 1(3), 221--238, Springer, 2001

Winner determination in bandwidth exchanges
M Eso, J Kalagnanam, L Ladanyi, Y G Li
Presentation at the Infonomics Workshop, Maastricht, The Netherlands, 2001

Variable sized bin packing with color constraints
M Dawande, J Kalagnanam, J Sethuraman
Electronic Notes in Discrete Mathematics7, 154--157, Elsevier, 2001

Achieving budget-balance with Vickrey-based payment schemes in exchanges
D C Parkes, J R Kalagnanam, M Eso
IJCAI-01: Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence: August, pp. 4--10, 2001

Bid evaluation in procurement auctions with piece-wise linear supply curves
Marta Eso, Soumyadip Ghosh, Jayant Kalagnanam, Laszlo Ladanyi
IBM Research, Yorktown Heights, NJ, USA, Research Report RC22219, 2001

Price negotiations for procurement of direct inputs
A J Davenport, J R Kalagnanam
Mathematics of the Internet: E-auction and Markets127, 27--44, Springer Verlag, 2001


2000

Approximation algorithms for the multiple knapsack problem with assignment restrictions
M Dawande, J Kalagnanam, P Keskinocak, F S Salman, R Ravi
Journal of combinatorial optimization 4(2), 171--186, Springer, 2000

The surplus inventory matching problem in the process industry
J R Kalagnanam, M W Dawande, M Trumbo, H S Lee
Operations Research, 505--516, JSTOR, 2000


1998


Approximations for the renewal function
A Garg, J R Kalagnanam
Reliability, IEEE Transactions on 47(1), 66--72, IEEE, 1998


1997

Efficient sampling technique for optimization under uncertainty
Urmila M Diwekar, Jayant R Kalagnanam
AIChE Journal 43(2), 440--447, Wiley Online Library, 1997

Integrated environmental control modeling of coal-fired power systems
E S Rubin, J R Kalagnanam, H C Frey, M B Berkenpas
Journal of the Air \& Waste Management Association 47(11), 1180--1188, 1997

An efficient sampling technique for off-line quality control
J R Kalagnanam, U M Diwekar
Technometrics, 308--319, JSTOR, 1997


1991

The mathematical bases for qualitative reasoning
J Kalagnanam, H A Simon, Y Iwasaki
IEEE Expert 6(2), 11--19, IEEE, 1991


1988