Publications
Semi-Supervised Learning to Extract Attribute-Value Pairs from
Product Descriptions on the Web
Katharina Probst,
Rayid Ghani,
Marko Krema,
Andrew Fano, and Yan Liu.
Workshop on Web Mining - held with the European conference on Machine Learning (ECML/PKDD
2006)
[Paper (PDF)]
Text Mining for Product Attribute Extraction
Rayid Ghani,
Katharina Probst,
Marko Krema,
Andrew Fano, and Yan Liu.
SIGKDD Explorations (2006)
[Paper (PDF)]
2005 Papers
Learning Individual
Consumer Models for Personalized Promotions: A Data Mining Case Study.
Chad Cumby,
Andrew Fano, Rayid Ghani, and
Marko Krema.
Workshop on Data Mining for Business — held with the European Conference on
Machine Learning (ECML/PKDD 2005).
Multiple Sensor
Integration for Indoor Surveillance.
Valery Petrushin,
Gang Wei, Rayid Ghani and
Anatole Gershman.
Multimedia Data Mining Workshop – held with 11th ACM SIGKDD International
Conference on Knowledge Discovery and Data Mining (KDD-2005)
Price Prediction and Insurance for
Online Auctions
R. Ghani
11th ACM SIGKDD International Conference on Knowledge Discovery and Data
Mining
August, 2005
Chicago, IL
Mining Rare and Frequent Events in Multi-camera
Surveillance Video using Self-organizing Maps
V.A. Petrushin
11th ACM SIGKDD International Conference on Knowledge Discovery and Data
Mining
August, 2005
Chicago, IL
Building Intelligent Shopping
Assistant using Individual Consumer Models
C. Cumby,
A. Fano, R. Ghani and
M. Krema
Proceedings of the 2005 International Conference on Intelligent User
Interfaces
January 9-12, 2005
San Diego, California
[Paper (PDF)]
2004 Papers
Predicting the End-Price of Online Auctions
R. Ghani and H. Simmons
International Workshop on Data Mining and Adaptive Modeling Methods for
Economics and Management. Held in conjunction with the 15th European Conference
on Machine Learning (ECML/PKDD 2004)
September, 2004
Pisa, Italy
[Abstract]
[Paper
(PDF, 270K)]
Mining the Web to Add Semantics to Retail Data
Mining
R. Ghani
Invited Paper. "Web Mining: From Web to Semantic Web:. Springer Lecture Notes
in Artificial Intelligence, Vol. 3209. Berendt,B; Hotho, A.lMladenic, D.; Van
Soeren, M.; Spiliopoulou, M.; Stumme, G. (eds.)
2004
Seattle, Washington
Predicting Customer Shopping Lists from Point-of-sale
Purchase Data
C. Cumby,
A. Fano,
R. Ghani and
M. Krema
10th ACM SIGKDD International Conference on Knowledge Discovery and Data
Mining
August, 2004
Seattle, Washington
[Abstract]
[Paper
(PDF, 270K)]
Supporting Drug Discovery Through Knowledge Modeling
and Integration
E. S. Liongosari,
A. Gershman and
M. Singh
Appeared in Fourth International Conference on Knowledge Management
June 30 – July 2, 2004
Graz, Austria
A Review of Operational Risk Quantitative
Methodologies Within the BASEL II Framework
J. Aparicio-Navarro and E.Keskiner
May, 2004
[
Paper (PDF, 203K)]
Agent-based Modelling for Optimal Trading Decisions
C. Baydar
March, 2004
[Abstract]
[Paper
(PDF, 33K)]
A New Generation of Digital Library to Support Drug
Discovery Research
E. S. Liongosari,
A. Gershman and
M. Singh
Sixth International Conference on Enterprise Information Systems
April 14-17, 2004
Porto, Portugal
The Role of Knowledge Modeling in Drug Discovery
Research
A. Gershman,
E. S. Liongosari and
M. Singh
Appeared in UK Academy for Information Systems 2004 Conference
May, 2004
Glasgow, United Kingdom
2003 Papers
Agent-based Modeling and Simulation of Store
Performance for Personalized Pricing
C. Baydar
2003 Winter Simulation Conference
December 7-10, 2003
New Orleans, Louisiana
[Abstract]
[Paper
(PDF, 164K)]
Supporting Intelligent Browsing of Disparate
Bio-medical Data
E. S. Liongosari,
A. Gershman and
M. Singh
The Third Annual Mouse Genome Retreat
December 4-6, 2003
Nashville, Tennessee
Knowledge Discovery by Uncovering Hidden Linkages
Among Disparate Sources
E. S. Liongosari and
A. Gershman
Biomedical Information Science and Technology Initiative 2003 Symposium
National Institute of Health
November 6-7, 2003
Bethesda, Maryland
Can We Do Better than Google? Using Semantics to
Explore Large Heterogeneous Knowledge Sources
A. Gershman and
E. Liongosari
First International Workshop on Semantic Web and Databases
September 7-8, 2003
Berlin
Uncovering Hidden Linkages Among Disparate Sources
E. S. Liongosari and
M. Singh
The Eleventh International Conference on Intelligent Systems for Molecular
Biology
June 29-July 3, 2003
Brisbane, Australia
Integrating Disparate Information Through Knowledge
Modeling
E. S. Liongosari and L. Hunter
The 26th Annual Meeting of Research Society on Alcoholism
June, 2003
Ft. Lauderdale, Florida
On Kernel Methods for Relational Learning
C. Cumby and D. Roth
International Conference on Machine Learning (ICML 2003)
August 21-24, 2003
Washington DC
Active Learning for Information Extraction with
Multiple View Feature Sets
R. Ghani, R. Jones, T. Mitchell and E. Riloff
Workshop on Adaptive Text Extraction & Mining at the European Conference on
Machine Learning (ECML 2003)
Dubrovnik, Croatia
[Abstract]
[Paper
(PDF, 248K)]
Building Minority Language Corpora by Learning to
Generate Web Search Queries
R. Ghani, R. Jones and D. Mladenic
Journal of Knowledge and Information Systems (KAIS)
2003
[Abstract]
[Paper
(PDF, 1.2MB)]
2002 Papers
Accelerating Drug Discovery Process Through
Model-Based Knowledge Integration
Edy S. Liongosari
KM World and Intranets 2002, Santa Clara, CA, 29 - 31 October 2002
[Paper
(PDF, 3.1MB)]
Creating Emotion Recognition Agents for Speech Signal
Valery A. Petrushin
In Dauntenhahn K., Bond A.H., Canamero L, and Edmonds B. (eds.) Socially
Intelligent Agents. Creating Relationships with Computers and Robots. Kluwer
Academic Publishers, 2002, pp. 77-84.
[Abstract]
[Paper
(PDF, 38K)]
RUSLANA: A Database of Russian Emotional Utterances
Valery A. Petrushin
International Conference on Spoken Language Processing (ICSLP 2002),
17-20 September 2002, Denver, Colorado
[Abstract]
[Paper
(PDF, 454K)]
Student Response Evaluation for Spoken Language
Learning: A Case Study of Learning Chinese Tones
Valery A. Petrushin
IEEE International Conference on Advanced Learning Technologies (ICALT 2002),
9-12 September 2002, Kazan, Russia
[Abstract]
[Paper
(PDF, 214K)]
A Learning Environment for Creating Media Processing
Systems
Gang Wei,
Valery A. Petrushin and
Anatole V. Gershman
IEEE International Conference on Advanced Learning Technologies (ICALT 2002),
9-12 September 2002, Kazan, Russia
[Abstract]
[Paper
(PDF, 227K)]
The Community of Multimedia Agents Project
Gang Wei,
Valery A. Petrushin and
Anatole V. Gershman
IEEE International Conference on Multimedia and Expo (ICME2002), 26-29
August 2002, Lausanne, Switzerland
[Abstract]
[Paper
(PDF, 268K)]
Diagnosis of Complex Failures in Robotic Assembly
Systems using Virtual Factories
Cem Baydar
AAAI/KDD/UAI-2002 Joint Workshop on Real-Time Decision Support and Diagnosis
Systems, 29 July 2002, Edmonton, Alberta
[Abstract]
[Paper
(PDF, 205K)]
From Data to Insight: The Community of Multimedia
Agents
Gang Wei,
Valery A. Petrushin and
Anatole V. Gershman
3rd International Workshop on Multimedia Data Mining (MDM KDD 2002) in
conjunction with The 8th ACM SIGKDD Intl. Conf. on Knowledge Discovery & Data
Mining, 23-26 July 2002, Edmonton, Alberta, Canada
A Hybrid Parallel Simulated Annealing Algorithm to
Optimize Store Performance
Cem Baydar
Workshop on Evolutionary Computing for Optimisation in Industry at the
Genetic and Evolutionary Computation Conference (GECCO-2002), 9 July 2002,
New York
[Abstract]
[Paper
(PDF, 130K)]
Combining Labeled and Unlabeled Data for MultiClass
Text Categorization
Rayid Ghani
International Conference on Machine Learning (ICML 2002), 8-12 July 2002,
Sydney, Australia
[Abstract]
[Paper
(PDF, 133K)]
Building Recommender Systems Using a Knowledge Base of
Product Semantics
Rayid Ghani and
Andrew Fano
Workshop on Recommendation and Personalization in ECommerce (RPEC 2002)
at the Second International Conference on Adaptive Hypermedia and Adaptive
Web-based Systems (AH 2002), 28 May 2002, Malaga, Spain
[Abstract]
[Paper
(PDF, 136K)]
A Comparison of Efficacy and Assumptions of
Bootstrapping Algorithms for Training Information Extraction Systems
Rayid Ghani and Rosie Jones (Carnegie Mellon University)
Workshop on Linguistic Knowledge Acquisition and Representation:
Bootstrapping Annotated Data at the Linguistic Resources and Evaluation
Conference (LREC 2002), 27 May 2002, Las Palmas, Spain
[Abstract]
[Paper
(PDF, 87K)]
Learning to Change Taxonomies
Elena Eneva and
Valery A. Petrushin
SPIE 2002 Conference on Data Mining and Knowledge Discovery: Theory, Tools,
and Technology IV, 1-5 April 2002, Orlando
[Abstract]
[Paper
(PDF, 42K)]
One-to-One Modeling and Simulation: A New Approach in
Customer Relationship Management for Grocery Retail
Cem Baydar
SPIE Conference on Data Mining and Knowledge Discovery: Theory, Tools, and
Technology IV, 1-5 April 2002, Orlando
[Abstract]
[Paper
(PDF, 216K)]
2001 Papers
Organizing Information to Support Knowledge Discovery
Edy S. Liongosari
Enterprise Content Management 2001, Los Angeles, CA, 9-12 October 2001
PERSEUS: Personalized Multimedia News Portal
Victor O. Kulesh,
Valery A. Petrushin, Ishwar K. Sethi
IASTED International Conference on Artificial Intelligence Applications (AIA
2001), 4-7 September 2001, Marbella, Spain
Using Speech Analysis Techniques for Language Learning
Valery A. Petrushin
The IEEE International Conference on Advanced Learning Technologies (ICALT
2001), 6-8 August 2001, Madison, WI
eShopper Modeling and Simulation
Valery A. Petrushin
International Society for Optical Engineering (SPIE 2001) Conference on Data
Mining and Knowledge Discovery: Theory, Tools, and Technology III, 16-20
April 2001, Orlando
Data Mining for Targeted Marketing
Valery A. Petrushin, James M. Britton.
Artificial Neural Networks in Engineering (ANNIE 2000), 5-8 November
2000, St. Louis
[Abstract]
[Paper
(PDF, 278K)]
Emotion Recognition Agents in Real World
Valery A. Petrushin.
2000 AAAI Fall Symposium on Socially Intelligent Agents: Human in the Loop,
3-5 November 2000, North Falmouth, MA
[Abstract]
[Paper
(PDF, 117K)]
Hidden Markov Models: Fundamentals and Applications.
Part 1: Markov Chains and Mixture Models
Valery A. Petrushin
Online Symposium for Electronics Engineers 2000, November 2000
[Abstract]
[Paper
(PDF, 273K)]
Hidden Markov Models: Fundamentals and Applications.
Part 2: Discrete and Continuous Hidden Markov Models
Valery A. Petrushin
Online Symposium for Electronics Engineers 2000, November 2000
[Abstract]
[Paper
(PDF, 281K)]
Emotion Recognition In Speech Signal: Experimental
Study, Development, And Application
Valery A. Petrushin.
Sixth International Conference on Spoken Language Processing (ICSLP 2000),
16-20 October 2000, Beijing
[Abstract]
[Paper
(PDF, 247K)]
Applying Knowledge Integration Technology
Edy S. Liongosari and Richard J. Stuckey
Comdex 2000, Chicago, IL, 17-21 April 2000
[Paper
(PDF, 746K)]
Emotion in Speech: Recognition and Application to Call
Centers
Valery A. Petrushin
Artificial Neural Networks in Engineering (ANNIE '99), 7-10 November
1999, St. Louis
[Abstract]
[Paper
(PDF, 504K]
Opportunistic Exploration of Large Consumer Product
Spaces
Douglas Bryan and
Anatole Gershman
ACM Conference on Electronic Commerce (EC '99), 3-5 November 1999, Denver
[Abstract]
[Paper
(PDF, 1.6MB),
(ZIP, 1.6MB)]
Modeling Organizations Using Agent-Based Simulations
M. V. Nagendra Prasad and Donald A. Chartier
A Workshop on Agent Simulation: Applications, Models, and Tools, 15-16
October 1999, Chicago
[Abstract]
[Paper
(PDF, 322K)
In Search of A New Generation of Knowledge Management
Applications
Edy S. Liongosari,
Kelly L. Dempski and Kishore S. Swaminathan
ACM SIGGROUP Bulletin, July 1999
[Abstract]
[Paper
(PDF, 2MB),
(ZIP, 340K)]
Use of Recurrent Neural Networks for Strategic Data
Mining of Sales Information
Jayavel Shanmugasundaram, M. V. Nagendra Prasad, Sanjeev Vadhavkar and Amar
Gupta
1999 Information Resources Management Association International Conference
(IRMA '99), 16-19 May 1999, Hershey, PA
[Abstract]
[Paper
(PDF, 21MB),
(ZIP, 1.4MB)]
Integrating Disparate Knowledge Sources
Adam B. Brody,
Kelly L. Dempski, Joseph E. Kaplan,
Scott W. Kurth,
Edy S. Liongosari and Kishore S. Swaminathan
Second International Conference on The Practical Application of Knowledge
Management (PAKeM '99), 21-23 April 1999, London
[Abstract]
[Paper
(PDF, 4.6MB),
(ZIP, 619K)]
Opportunistic Exploration of Large Consumer Product
Spaces (demonstration)
Douglas Bryan and
Anatole Gershman
1999 International Conference on Intelligent User Interfaces (IUI '99),
5-8 January 1999, Redondo Beach, California
[Abstract]
[Paper
(PDF, 100K)]
Distributed Case-Based Learning
M. V. Nagendra Prasad
Fifteenth National Conference on Artificial Intelligence (AAAI '98), 27
July 1999, Madison, Wisconsin
[Abstract]
[Paper
(PDF, 316K)]
InfoScout: An Active Recommender Agent
M. V. Nagendra Prasad and Theodore D. Anagnost
Fifteenth National Conference on Artificial Intelligence (AAAI '98), 26
July 1999, Madison, Wisconsin
[Abstract]
[Paper
(PDF, 144K)]
