Jayant Kalagnanam

According to our database1, Jayant Kalagnanam authored at least 59 papers between 1988 and 2019.

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Bibliography

2019
Optimal Finite-Sum Smooth Non-Convex Optimization with SARAH.
CoRR, 2019

ThunderML: A Toolkit for Enabling AI/ML Models on Cloud for Industry 4.0.
Proceedings of the Web Services - ICWS 2019, 2019

A Prediction-Optimization Framework for Site-Wide Process Optimization.
Proceedings of the 2019 IEEE International Congress on Internet of Things, 2019

Providing Cooperative Data Analytics for Real Applications Using Machine Learning.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

2018
When Does Stochastic Gradient Algorithm Work Well?
CoRR, 2018

Development of a spectral source inverse model by using generalized polynomial chaos.
CoRR, 2018

ChieF: A Change Pattern based Interpretable Failure Analyzer.
Proceedings of the IEEE International Conference on Big Data, 2018

2017
A Novel l0-Constrained Gaussian Graphical Model for Anomaly Localization.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Multi-task Multi-modal Models for Collective Anomaly Detection.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016
Optimal Generalized Decision Trees via Integer Programming.
CoRR, 2016

Change Detection Using Directional Statistics.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Sparse Gaussian Markov Random Field Mixtures for Anomaly Detection.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2014
InfoSuggest: A System for Automated Information Gathering: With a Real-World Case Study.
Proceedings of the 2014 Annual SRII Global Conference, 2014

Monitoring Food Safety Violation Reports from Internet Forums.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

FoodSIS: a text mining system to improve the state of food safety in singapore.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013
A Comparison of Decision Analysis and Expert Rules for Sequential Diagnosis
CoRR, 2013

2012
Managing Data Quality Risk in Accounting Information Systems.
Information Systems Research, 2012

Distributed methods for solving the security-constrained optimal power flow problem.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2012

2011
Analytics-driven asset management.
IBM Journal of Research and Development, 2011

Modeling and simulation of building energy performance for portfolios of public buildings.
Proceedings of the Winter Simulation Conference 2011, 2011

Phase identification in smart grids.
Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

2010
Foundations for Smarter Cities.
IBM Journal of Research and Development, 2010

2009
Learning dynamic temporal graphs for oil-production equipment monitoring system.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

2007
Production design for plate products in the steel industry.
IBM Journal of Research and Development, 2007

An Application of Constraint Programming to Generating Detailed Operations Schedules for Steel Manufacturing.
Proceedings of the Principles and Practice of Constraint Programming, 2007

2006
A non-parametric estimator for setting reservation prices in procurement auctions.
Information Technology and Management, 2006

A Column-Generation Approach to the Multiple Knapsack Problem with Color Constraints.
INFORMS Journal on Computing, 2006

Software frameworks for advanced procurement auction markets.
Commun. ACM, 2006

Improved Bounds for Computing Kemeny Rankings.
Proceedings of the Proceedings, 2006

Data Quality Management using Business Process Modeling.
Proceedings of the 2006 IEEE International Conference on Services Computing (SCC 2006), 2006

2005
Models for Iterative Multiattribute Procurement Auctions.
Management Science, 2005

Bid Evaluation in Procurement Auctions with Piecewise Linear Supply Curves.
J. Heuristics, 2005

Configurable offers and winner determination in multi-attribute auctions.
Eur. J. Oper. Res., 2005

Automated cleansing for spend analytics.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004
QoS-Aware Middleware for Web Services Composition.
IEEE Trans. Software Eng., 2004

The Slab-Design Problem in the Steel Industry.
Interfaces, 2004

A system for automated mapping of bill-of-materials part numbers.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

A Computational Study of the Kemeny Rule for Preference Aggregation.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003
Special Issue: 2002 Franz Edelman Award for Achievement in Operations Research and the Management Sciences: Combinatorial and Quantity-Discount Procurement Auctions Benefit Mars, Incorporated and Its Suppliers.
Interfaces, 2003

Quality driven web services composition.
Proceedings of the Twelfth International World Wide Web Conference, 2003

Reliable Execution Planning and Exception Handling for Business Process.
Proceedings of the Technologies for E-Services, 4th International Workshop, 2003

Polyhedral sampling for multiattribute preference elicitation.
Proceedings of the Proceedings 4th ACM Conference on Electronic Commerce (EC-2003), 2003

A nonoparametric estimator for setting: reserve prices in procurement auctions.
Proceedings of the Proceedings 4th ACM Conference on Electronic Commerce (EC-2003), 2003

2002
Applications of flexible pricing in business-to-business electronic commerce.
IBM Systems Journal, 2002

Cooperative Strategies for Solving the Bicriteria Sparse Multiple Knapsack Problem.
J. Heuristics, 2002

Winner Determination Algorithms for Electronic Auctions: A Framework Design.
Proceedings of the E-Commerce and Web Technologies, Third International Conference, 2002

2001
Variable Sized Bin Packing With Color Constraints.
Electron. Notes Discret. Math., 2001

Computational Aspects of Clearing Continuous Call Double Auctions with Assignment Constraints and Indivisible Demand.
Electronic Commerce Research, 2001

Achieving Budget-Balance with Vickrey-Based Payment Schemes in Exchanges.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

2000
Approximation Algorithms for the Multiple Knapsack Problem with Assignment Restrictions.
J. Comb. Optim., 2000

The Surplus Inventory Matching Problem in the Process Industry.
Operations Research, 2000

1999
Using Neural Networks in Agent Teams to Speed Up Solution Discovery for Hard Multi-Criteria Problems.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

1994
The Scope of Dimensional Analysis in Qualitative Reasoning.
Computational Intelligence, 1994

An optimization approach to order of magnitude reasoning.
AI EDAM, 1994

1993
An application of qualitative analysis of ordinary differential equations to azeotropic batch distillation.
AI in Engineering, 1993

1992
Directions for Qualitative Reasoning.
Computational Intelligence, 1992

1991
The Mathematical Bases for Qualitative Reasoning.
IEEE Expert, 1991

1989
Learning to Diagnose by Doing.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989

1988
A comparison of decision alaysis and expert rules for sequential diagnosis.
Proceedings of the UAI '88: Proceedings of the Fourth Annual Conference on Uncertainty in Artificial Intelligence, 1988


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