Personal Information

Biography
H. Altay Güvenir was born in Bursa, Turkey, in 1957. He received his B.S. and M.S. degrees in Electrical Engineering from Istanbul Technical University, in 1979 and 1981, respectively. He received his Ph.D. degree in Computer Engineering and Science from Case Western Reserve University in 1987. His dissertation was on learning problem solving strategies using refinement and macros. He joined the faculty at Bilkent University in 1987. He is serving as the chairman of the Department of Computer Engineering since 2001. His research interests include Artificial Intelligence, Machine Learning and Data Mining.

Publications

• Public

  A prescription fraud detection model: Computer Methods and Programs in Biomedicine 2012

  http://www.scopus.com/inward/record.url?eid=2-s2.0-84857451503&partnerID=MN8TOARS
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  Validation of the EuroSCORE risk models in Turkish adult cardiac surgical population: European Journal of Cardio-thoracic Surgery 2011

  http://www.scopus.com/inward/record.url?eid=2-s2.0-79960083368&partnerID=MN8TOARS
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  A novel hybrid approach for interestingness analysis of classification rules: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2007

  http://www.scopus.com/inward/record.url?eid=2-s2.0-36349031689&partnerID=MN8TOARS
• Public

  Diagnosis of gastric carcinoma by classification on feature projections: Artificial Intelligence in Medicine 2004

  http://www.scopus.com/inward/record.url?eid=2-s2.0-4043181860&partnerID=MN8TOARS
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  Instance-based regression by partitioning feature projections: Applied Intelligence 2004

  http://www.scopus.com/inward/record.url?eid=2-s2.0-3543063984&partnerID=MN8TOARS
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  Learning interestingness of streaming classification rules: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2004

  http://www.scopus.com/inward/record.url?eid=2-s2.0-35048844186&partnerID=MN8TOARS
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  Learning translation templates for closely related languages: Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) 2003

  http://www.scopus.com/inward/record.url?eid=2-s2.0-8344257997&partnerID=MN8TOARS
• Public

  Maximizing benefit of classifications using feature intervals: Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) 2003

  http://www.scopus.com/inward/record.url?eid=2-s2.0-8344272020&partnerID=MN8TOARS
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  Clustered linear regression: Knowledge-Based Systems 2002

  http://www.scopus.com/inward/record.url?eid=2-s2.0-0036498399&partnerID=MN8TOARS
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  Learning translation templates from bilingual translation examples: Applied Intelligence 2001

  http://www.scopus.com/inward/record.url?eid=2-s2.0-0035397561&partnerID=MN8TOARS
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  Expert system for the differential diagnosis of erythemato-squamous diseases: Expert Systems with Applications 2000

  http://www.scopus.com/inward/record.url?eid=2-s2.0-0343441518&partnerID=MN8TOARS
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  Regression on feature projections: Knowledge-Based Systems 2000

  http://www.scopus.com/inward/record.url?eid=2-s2.0-0034206024&partnerID=MN8TOARS
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  An overview of regression techniques for knowledge discovery: Knowledge Engineering Review 1999

  http://www.scopus.com/inward/record.url?eid=2-s2.0-0004679071&partnerID=MN8TOARS
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  Learning translation templates from examples Sep-1998

  Güvenir, H & Cicekli, I, 1998, 'Learning translation templates from examples', Information Systems, vol. 29, no. 12, pp. 185-363.
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  A classification learning algorithm robust to irrelevant features: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 1998

  http://www.scopus.com/inward/record.url?eid=2-s2.0-71749092353&partnerID=MN8TOARS
• Public

  Learning differential diagnosis of erythemato-squamous diseases using voting feature intervals: Artificial Intelligence in Medicine 1998

  http://www.scopus.com/inward/record.url?eid=2-s2.0-0032127185&partnerID=MN8TOARS
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  Learning translation templates from examples: Information Systems 1998

  http://www.scopus.com/inward/record.url?eid=2-s2.0-0032155904&partnerID=MN8TOARS
• Public

  Multicriteria inventory classification using a genetic algorithm: European Journal of Operational Research 1998

  http://www.scopus.com/inward/record.url?eid=2-s2.0-0032001992&partnerID=MN8TOARS
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  Supervised machine learning algorithm for arrhythmia analysis: Computers in Cardiology 1997

  http://www.scopus.com/inward/record.url?eid=2-s2.0-0031333560&partnerID=MN8TOARS
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  Classification by feature partitioning: Machine Learning 1996

  http://www.scopus.com/inward/record.url?eid=2-s2.0-0030130153&partnerID=MN8TOARS
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  Distributed conflict resolution among cooperating expert systems: Expert Systems 1993

  http://www.scopus.com/inward/record.url?eid=2-s2.0-0027702209&partnerID=MN8TOARS
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  Alternate strategies for tutorial modules in intelligent tutoring systems: American Society of Mechanical Engineers, Petroleum Division (Publication) PD 1992

  http://www.scopus.com/inward/record.url?eid=2-s2.0-0026680919&partnerID=MN8TOARS
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  Distributed artificial intelligence in engineering design: American Society of Mechanical Engineers, Petroleum Division (Publication) PD 1992

  http://www.scopus.com/inward/record.url?eid=2-s2.0-0026685557&partnerID=MN8TOARS
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  Problem representation for refinement: Minds and Machines 1992

  http://www.scopus.com/inward/record.url?eid=2-s2.0-51649137547&partnerID=MN8TOARS
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  Unification-based approach for knowledge base verification: Expert Systems 1991

  http://www.scopus.com/inward/record.url?eid=2-s2.0-0026256591&partnerID=MN8TOARS
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  Learning problem solving strategies using refinement and macro generation: Artificial Intelligence 1990

  http://www.scopus.com/inward/record.url?eid=2-s2.0-0025462488&partnerID=MN8TOARS

Grants

Patents