Paul E. Utgoff

University of Massachusetts Amherst — United States

Computer Science · Physical Sciences

30h-index4.6kcitations83works0.02yr avg
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Research Topics

Data Mining Algorithms and Applications(19), Neural Networks and Applications(14), Machine Learning and Data Classification(14), Evolutionary Algorithms and Applications(12), AI-based Problem Solving and Planning(11)

Publications83 total

Incremental Learning
Encyclopedia of Machine Learning and Data Mining·2017· 1 cited
Incremental Learning
Encyclopedia of Machine Learning and Data Mining·2014
Real-Time Combinatorial Optimization for Elevator Group Dispatching
IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans·2011· 21 cited
Incremental Learning
Encyclopedia of Machine Learning·2010· 1 cited
Potential Interactions Among Ocean Acidification, Coccolithophores, and the Optical Properties of Seawater
Oceanography·2009· 47 citedOpen Access
Training Ensembles using Max-Entropy Error Diversity
AIP conference proceedings·2009
A Framework For Automated Schenkerian Analysis.
Zenodo (CERN European Organization for Nuclear Research)·2008· 12 citedOpen Access
RAPID: Research on Automated Plankton Identification
Oceanography·2007· 276 citedOpen Access
Detecting Motives and Recurring Patterns in PolyphonicMusic
The Journal of the Abraham Lincoln Association·2006· 6 citedOpen Access
Scalable knowledge acquisition through cumulative learning and memory organization
2006· 1 cited
Voise: Learning To Segregate Voices In Explicit And Implicit Polyphony.
2005· 30 citedOpen Access
Automatic In Situ Identification of Plankton
2005· 80 cited
Well-Tempered Spelling: A Key Invariant Pitch Spelling Algorithm.
2004· 8 citedOpen Access
Incremental learning and concept drift: Editor's introduction
Intelligent Data Analysis·2004· 6 citedOpen Access
Classification Using Φ-Machines and Constructive Function Approximation
Machine Learning·2004· 8 citedOpen Access
Many-layered learning
2003· 14 cited
Many-Layered Learning
Neural Computation·2002· 124 cited
Randomized Variable Elimination
2002· 8 cited
Feature construction for game playing
2001· 16 cited
A Least-Certainty Heuristic for Selective Search
Lecture notes in computer science·2001
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Frequent Co-authors

Carla E. Brodley(7), Jeffery A. Clouse(4), Tom M. Mitchell(4), Doina Precup(4), Ranan B. Banerji(3), David John Stracuzzi(3), Margaret E. Connell(3), Phillip B. Kirlin(3), Edward M. Riseman(2), Tom Fawcett(2), Sharad Saxena(2), Paul R. Cohen(2), Neil C. Berkman(1), Mark C. Benfield(1), Philippe Grosjean(1), Phil Culverhouse(1), Xabier Irigolen(1), Michael E. Sieracki(1), Ángel López‐Urrutia(1), Hans G. Dam(1)