Travelled to:1 × Australia
1 × Slovenia
1 × United Kingdom
6 × USA
Collaborated with:∅ D.J.Stracuzzi T.Fawcett D.Precup J.A.Clouse J.P.Callan C.E.Brodley
Talks about:increment (4) method (3) construct (2) approxim (2) generat (2) induct (2) improv (2) featur (2) learn (2) decis (2)
Person: Paul E. Utgoff
DBLP: Utgoff:Paul_E=
Contributed to:
200219991998199419921991199019891988Wrote 11 papers:
- ICML-2002-StracuzziU #random
- Randomized Variable Elimination (DJS, PEU), pp. 594–601.
- ICML-1999-UtgoffS #approximate #unification
- Approximation Via Value Unification (PEU, DJS), pp. 425–432.
- ICML-1998-PrecupU #approximate #classification #using
- Classification Using Phi-Machines and Constructive Function Approximation (DP, PEU), pp. 439–444.
- ICML-1994-Utgoff #algorithm #incremental #induction
- An Improved Algorithm for Incremental Induction of Decision Trees (PEU), pp. 318–325.
- ML-1992-ClouseU #education #learning
- A Teaching Method for Reinforcement Learning (JAC, PEU), pp. 92–110.
- ML-1992-FawcettU #automation #generative #problem
- Automatic Feature Generation for Problem Solving Systems (TF, PEU), pp. 144–153.
- ML-1991-CallanU #approach #induction
- A Transformational Approach to Constructive Induction (JPC, PEU), pp. 122–126.
- ML-1991-FawcettU #generative #hybrid
- A Hybrid Method for Feature Generation (TF, PEU), pp. 137–141.
- ML-1990-UtgoffB #incremental #multi
- An Incremental Method for Finding Multivariate Splits for Decision Trees (PEU, CEB), pp. 58–65.
- ML-1989-Utgoff #incremental #learning
- Improved Training Via Incremental Learning (PEU), pp. 362–365.
- ML-1988-Utgoff #incremental #named
- ID5: An Incremental ID3 (PEU), pp. 107–120.