Balaji Padmanabhan

According to our database1, Balaji Padmanabhan
  • authored at least 40 papers between 1996 and 2017.
  • has a "Dijkstra number"2 of five.

Timeline

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Bibliography

2017
Applying behavioral economics in predictive analytics for B2B churn: Findings from service quality data.
Decision Support Systems, 2017

2016
Opioid-Related Side Effects and Adverse Reactions: Mining of Patient Secure Messages.
Proceedings of the AMIA 2016, 2016

2015
A process model for information retrieval context learning and knowledge discovery.
Artif. Intell. Law, 2015

Reducing Healthcare Costs through Medical Recommendations.
Proceedings of the AMIA 2015, 2015

2014
The "Most Popular News" Recommender: Count Amplification and Manipulation Resistance.
Information Systems Research, 2014

2013
Current degradation due to electromechanical coupling in GaN HEMT's.
Microelectronics Journal, 2013

Goal attainment on long tail web sites: An information foraging approach.
Decision Support Systems, 2013

2012
From Business Intelligence to Competitive Intelligence: Inferring Competitive Measures Using Augmented Site-Centric Data.
Information Systems Research, 2012

Discovery of Periodic Patterns in Sequence Data: A Variance-Based Approach.
INFORMS Journal on Computing, 2012

Probabilistic news recommender systems with feedback.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

News Recommender Systems with Feedback.
Proceedings of the International Conference on Information Systems, 2012

Analysis of Probabilistic News Recommender Systems.
Proceedings of the 18th Americas Conference on Information Systems, 2012

2011
From information to operations: Service quality and customer retention.
ACM Trans. Management Inf. Syst., 2011

SCENE: a scalable two-stage personalized news recommendation system.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

The "top N" news recommender: count distortion and manipulation resistance.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

2010
Toward user patterns for online security: Observation time and online user identification.
Decision Support Systems, 2010

2009
Leveraging Unlabeled Data for Classification.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Goal Attainment on Long Tail Websites: An Information Foraging Approach.
Proceedings of the 15th Americas Conference on Information Systems, 2009

2007
Constructing Ensembles from Data Envelopment Analysis.
INFORMS Journal on Computing, 2007

2006
On Characterization and Discovery of Minimal Unexpected Patterns in Rule Discovery.
IEEE Trans. Knowl. Data Eng., 2006

An Empirical Analysis of the Value of Complete Information for eCRM Models.
MIS Quarterly, 2006

Selectively Acquiring Customer Information: A New Data Acquisition Problem and an Active Learning-Based Solution.
Management Science, 2006

Cluster Evolution and Interpretation via Penalties.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005
GHIC: A Hierarchical Pattern-Based Clustering Algorithm for Grouping Web Transactions.
IEEE Trans. Knowl. Data Eng., 2005

2004
A DEA approach for model combination.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

On the discovery of significant statistical quantitative rules.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

2003
On the Use of Optimization for Data Mining: Theoretical Interactions and eCRM Opportunities.
Management Science, 2003

On the Existence and Significance of Data Preprocessing Biases in Web-Usage Mining.
INFORMS Journal on Computing, 2003

Segmenting Customer Transactions Using a Pattern-Based Clustering Approach.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

On Original Generation of Structure in Legal Documents.
Proceedings of the 9th International Conference on Artificial Intelligence and Law, 2003

Generating Original Structure in Regulatory Documents.
Proceedings of the 2003 Annual National Conference on Digital Government Research, 2003

Pattern-Oriented Clustering of Web Transactions.
Proceedings of the 9th Americas Conference on Information Systems, 2003

2002
Knowledge refinement based on the discovery of unexpected patterns in data mining.
Decision Support Systems, 2002

On Active Learning for Data Acquisition.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

2001
Personalization from incomplete data: what you don't know can hurt.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

2000
Small is beautiful: discovering the minimal set of unexpected patterns.
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

1999
Unexpectedness as a measure of interestingness in knowledge discovery.
Decision Support Systems, 1999

1998
A Belief-Driven Method for Discovering Unexpected Patterns.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

1996
Pattern Discovery in Temporal Databases: A Temporal Logic Approach.
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

Web Living Case: A Web Based Business Case Delivery System for Collaborative Work.
Proceedings of the Seventeenth International Conference on Information Systems, 1996


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