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123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmeet Soni, Jude W. Shavlik: Probabilistic Ensembles for Improved Inference in protein-Structure Determination. J. Bioinformatics and Computational Biology 10(1): (2012)
122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSriraam Natarajan, Tushar Khot, Kristian Kersting, Bernd Gutmann, Jude W. Shavlik: Gradient-based boosting for statistical relational learning: The relational dependency network case. Machine Learning 86(1): 25-56 (2012)
2011
121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTushar Khot, Sriraam Natarajan, Kristian Kersting, Jude W. Shavlik: Learning Markov Logic Networks via Functional Gradient Boosting. ICDM 2011: 320-329
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSriraam Natarajan, Saket Joshi, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik: Imitation Learning in Relational Domains: A Functional-Gradient Boosting Approach. IJCAI 2011: 1414-1420
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTrevor Walker, Gautam Kunapuli, Noah Larsen, David Page, Jude W. Shavlik: Integrating knowledge capture and supervised learning through a human-computer interface. K-CAP 2011: 89-96
118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGautam Kunapuli, Richard Maclin, Jude W. Shavlik: Advice Refinement in Knowledge-Based SVMs. NIPS 2011: 1728-1736
117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFeng Niu, Christopher Ré, AnHai Doan, Jude W. Shavlik: Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS CoRR abs/1104.3216: (2011)
116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFeng Niu, Ce Zhang, Christopher Ré, Jude W. Shavlik: Felix: Scaling Inference for Markov Logic with an Operator-based Approach CoRR abs/1108.0294: (2011)
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFeng Niu, Christopher Ré, AnHai Doan, Jude W. Shavlik: Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS. PVLDB 4(6): 373-384 (2011)
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFaisal Farooq, Balaji Krishnapuram, Rómer Rosales, Shipeng Yu, Jude W. Shavlik, Raju Kucherlapati: Predictive Models in Personalized Medicine: Neural Information Processing Systems (NIPS), 2010 workshop report. SIGHIT Record 1(1): 23-25 (2011)
2010
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmeet Soni, Craig A. Bingman, Jude W. Shavlik: Guiding belief propagation using domain knowledge for protein-structure determination. BCB 2010: 285-294
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGautam Kunapuli, Kristin P. Bennett, Amina Shabbeer, Richard Maclin, Jude W. Shavlik: Online Knowledge-Based Support Vector Machines. ECML/PKDD (2) 2010: 145-161
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSriraam Natarajan, Tushar Khot, Daniel Lowd, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik: Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models. ECML/PKDD (2) 2010: 434-450
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSriraam Natarajan, Gautam Kunapuli, Kshitij Judah, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik: Multi-Agent Inverse Reinforcement Learning. ICMLA 2010: 395-400
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHoussam Nassif, David Page, Mehmet Ayvaci, Jude W. Shavlik, Elizabeth S. Burnside: Uncovering age-specific invasive and DCIS breast cancer rules using inductive logic programming. IHI 2010: 76-82
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTrevor Walker, Ciaran O'Reilly, Gautam Kunapuli, Sriraam Natarajan, Richard Maclin, David Page, Jude W. Shavlik: Automating the ILP Setup Task: Converting User Advice about Specific Examples into General Background Knowledge. ILP 2010: 253-268
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSriraam Natarajan, Tushar Khot, Daniel Lowd, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik: Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models. Statistical Relational Artificial Intelligence 2010
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin: Transfer Learning via Advice Taking. Advances in Machine Learning I 2010: 147-170
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRyan W. Woods, Louis Oliphant, Kazuhiko Shinki, David Page, Jude W. Shavlik, Elizabeth S. Burnside: Validation of Results from Knowledge Discovery: Mass Density as a Predictor of Breast Cancer. J. Digital Imaging 23(5): 554-561 (2010)
2009
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHoussam Nassif, Ryan W. Woods, Elizabeth S. Burnside, Mehmet Ayvaci, Jude W. Shavlik, David Page: Information Extraction for Clinical Data Mining: A Mammography Case Study. ICDM Workshops 2009: 37-42
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSriraam Natarajan, Prasad Tadepalli, Gautam Kunapuli, Jude W. Shavlik: Learning Parameters for Relational Probabilistic Models with Noisy-Or Combining Rule. ICMLA 2009: 141-146
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik, Sriraam Natarajan: Speeding Up Inference in Markov Logic Networks by Preprocessing to Reduce the Size of the Resulting Grounded Network. IJCAI 2009: 1951-1956
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLouis Oliphant, Elizabeth S. Burnside, Jude W. Shavlik: Boosting First-Order Clauses for Large, Skewed Data Sets. ILP 2009: 166-177
100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLisa Torrey, Jude W. Shavlik: Policy Transfer via Markov Logic Networks. ILP 2009: 234-248
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrank DiMaio, Ameet Soni, George N. Phillips, Jude W. Shavlik: Spherical-harmonic decomposition for molecular recognition in electron-density maps. IJDMB 3(2): 205-227 (2009)
98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBee-Chung Chen, Raghu Ramakrishnan, Jude W. Shavlik, Pradeep Tamma: Bellwether analysis: Searching for cost-effective query-defined predictors in large databases. TKDD 3(1): (2009)
2008
97no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHendrik Blockeel, Jan Ramon, Jude W. Shavlik, Prasad Tadepalli: Inductive Logic Programming, 17th International Conference, ILP 2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers Springer 2008
96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin: Rule Extraction for Transfer Learning. Rule Extraction from Support Vector Machines 2008: 67-82
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHendrik Blockeel, Jude W. Shavlik, Prasad Tadepalli: Guest editors' introduction: special issue on inductive logic programming (ILP-2007). Machine Learning 73(1): 1-2 (2008)
2007
94no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard Maclin, Edward W. Wild, Jude W. Shavlik, Lisa Torrey, Trevor Walker: Refining Rules Incorporated into Knowledge-Based Support Vector Learners Via Successive Linear Programming. AAAI 2007: 584-589
93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrank DiMaio, Ameet Soni, George N. Phillips, Jude W. Shavlik: Improved Methods for Template-Matching in Electron-Density Maps Using Spherical Harmonics. BIBM 2007: 258-265
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Goadrich, Jude W. Shavlik: Combining Clauses with Various Precisions and Recalls to Produce Accurate Probabilistic Estimates. ILP 2007: 122-131
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLouis Oliphant, Jude W. Shavlik: Using Bayesian Networks to Direct Stochastic Search in Inductive Logic Programming. ILP 2007: 191-199
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin: Relational Macros for Transfer in Reinforcement Learning. ILP 2007: 254-268
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTrevor Walker, Lisa Torrey, Jude W. Shavlik, Richard Maclin: Building Relational World Models for Reinforcement Learning. ILP 2007: 280-291
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrank DiMaio, Dmitry A. Kondrashov, Eduard Bitto, Ameet Soni, Craig A. Bingman, George N. Phillips Jr., Jude W. Shavlik: Creating protein models from electron-density maps using particle-filtering methods. Bioinformatics 23(21): 2851-2858 (2007)
2006
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard Maclin, Jude W. Shavlik, Trevor Walker, Lisa Torrey: A Simple and Effective Method for Incorporating Advice into Kernel Methods. AAAI 2006: 427-432
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin: Skill Acquisition Via Transfer Learning and Advice Taking. ECML 2006: 425-436
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrank DiMaio, Jude W. Shavlik: Belief Propagation in Large, Highly Connected Graphs for 3D Part-Based Object Recognition. ICDM 2006: 845-850
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrank DiMaio, Jude W. Shavlik, George N. Phillips: A probabilistic approach to protein backbone tracing in electron density maps. ISMB (Supplement of Bioinformatics) 2006: 81-89
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBee-Chung Chen, Raghu Ramakrishnan, Jude W. Shavlik, Pradeep Tamma: Bellwether Analysis: Predicting Global Aggregates from Local Regions. VLDB 2006: 655-666
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Goadrich, Louis Oliphant, Jude W. Shavlik: Gleaner: Creating ensembles of first-order clauses to improve recall-precision curves. Machine Learning 64(1-3): 231-261 (2006)
2005
81no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard Maclin, Jude W. Shavlik, Lisa Torrey, Trevor Walker, Edward W. Wild: Giving Advice about Preferred Actions to Reinforcement Learners Via Knowledge-Based Kernel Regression. AAAI 2005: 819-824
80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLisa Torrey, Trevor Walker, Jude W. Shavlik, Richard Maclin: Using Advice to Transfer Knowledge Acquired in One Reinforcement Learning Task to Another. ECML 2005: 412-424
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJesse Davis, Elizabeth S. Burnside, Inês de Castro Dutra, David Page, Raghu Ramakrishnan, Vítor Santos Costa, Jude W. Shavlik: View Learning for Statistical Relational Learning: With an Application to Mammography. IJCAI 2005: 677-683
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHéctor Corrada Bravo, David Page, Raghu Ramakrishnan, Jude W. Shavlik, Vítor Santos Costa: A Framework for Set-Oriented Computation in Inductive Logic Programming and Its Application in Generalizing Inverse Entailment. ILP 2005: 69-86
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLisa Torrey, Trevor Walker, Jude W. Shavlik, Richard Maclin: Knowledge transfer via advice taking. K-CAP 2005: 217-218
2004
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Molla, Jude W. Shavlik, Thomas Albert, Todd Richmond, Steven Smith: A Self-Tuning Method for One-Chip SNP Identification. CSB 2004: 69-79
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik: Scaling Up ILP: Experiences with Extracting Relations from Biomedical Text. ILP 2004: 7
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrank DiMaio, Jude W. Shavlik: Learning an Approximation to Inductive Logic Programming Clause Evaluation. ILP 2004: 80-97
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Goadrich, Louis Oliphant, Jude W. Shavlik: Learning Ensembles of First-Order Clauses for Recall-Precision Curves: A Case Study in Biomedical Information Extraction. ILP 2004: 98-115
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik, Mark Shavlik: Selection, combination, and evaluation of effective software sensors for detecting abnormal computer usage. KDD 2004: 276-285
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrank DiMaio, Jude W. Shavlik, George N. Phillips: Pictorial Structures for Molecular Modeling: Interpreting Density Maps. NIPS 2004
70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Molla, Michael Waddell, David Page, Jude W. Shavlik: Using Machine Learning to Design and Interpret Gene-Expression Microarrays. AI Magazine 25(1): 23-44 (2004)
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOlvi L. Mangasarian, Jude W. Shavlik, Edward W. Wild: Knowledge-Based Kernel Approximation. Journal of Machine Learning Research 5: 1127-1141 (2004)
2003
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGlenn Fung, Olvi L. Mangasarian, Jude W. Shavlik: Knowledge-Based Nonlinear Kernel Classifiers. COLT 2003: 102-113
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInês de Castro Dutra, David Page, Vítor Santos Costa, Jude W. Shavlik, Michael Waddell: Toward Automatic Management of Embarrassingly Parallel Applications. Euro-Par 2003: 509-516
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFernanda Araujo Baião, Marta Mattoso, Jude W. Shavlik, Gerson Zaverucha: Applying Theory Revision to the Design of Distributed Databases. ILP 2003: 57-74
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoseph Bockhorst, Mark Craven, David Page, Jude W. Shavlik, Jeremy D. Glasner: A Bayesian Network Approach to Operon Prediction. Bioinformatics 19(10): 1227-1235 (2003)
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTina Eliassi-Rad, Jude W. Shavlik: A System for Building Intelligent Agents that Learn to Retrieve and Extract Information. User Model. User-Adapt. Interact. 13(1-2): 35-88 (2003)
2002
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLInês de Castro Dutra, David Page, Vítor Santos Costa, Jude W. Shavlik: An Empirical Evaluation of Bagging in Inductive Logic Programming. ILP 2002: 48-65
62no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJ. B. Tobler, Michael Molla, Emile F. Nuwaysir, R. D. Green, Jude W. Shavlik: Evaluating machine learning approaches for aiding probe selection for gene-expression arrays. ISMB 2002: 164-171
61no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Molla, Peter Andreae, Jeremy D. Glasner, Frederick R. Blattner, Jude W. Shavlik: Interpreting Microarray Expression Data Using Text Annotating the Genes. JCIS 2002: 1224-1230
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGlenn Fung, Olvi L. Mangasarian, Jude W. Shavlik: Knowledge-Based Support Vector Machine Classifiers. NIPS 2002: 521-528
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYolanda Gil, Mark A. Musen, Jude W. Shavlik: Report on the First International Conference on Knowledge Capture (K-CAP). AI Magazine 23(4): 107-108 (2002)
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Molla, Peter Andreae, Jeremy D. Glasner, Frederick R. Blattner, Jude W. Shavlik: Interpreting microarray expression data using text annotating the genes. Inf. Sci. 146(1-4): 75-88 (2002)
2001
57no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTina Eliassi-Rad, Jude W. Shavlik: A Theory-Refinement Approach to Information Extraction. ICML 2001: 130-137
2000
56no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Craven, David Page, Jude W. Shavlik, Joseph Bockhorst, Jeremy D. Glasner: Using Multiple Levels of Learning and Diverse Evidence to Uncover Coordinately Controlled Genes. ICML 2000: 199-206
55no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Craven, David Page, Jude W. Shavlik, Joseph Bockhorst, Jeremy D. Glasner: A Probabilistic Learning Approach to Whole-Genome Operon Prediction. ISMB 2000: 116-127
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJeremy Goecks, Jude W. Shavlik: Learning users' interests by unobtrusively observing their normal behavior. IUI 2000: 129-132
1999
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik, Susan Calcari, Tina Eliassi-Rad, Jack Solock: An Instructable, Adaptive Interface for Discovering and Monitoring Information on the World-Wide Web. IUI 1999: 157-160
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik, Lawrence Birnbaum, William R. Swartout, Eric Horvitz, Barbara Hayes-Roth: Bridging Science and Applications (Panel). IUI 1999: 45-46
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarolyn F. Allex, Jude W. Shavlik, Frederick R. Blattner: Neural network input representations that produce accurate consensus sequences from DNA fragment assemblies. Bioinformatics 15(9): 723-728 (1999)
1998
50no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik: Proceedings of the Fifteenth International Conference on Machine Learning (ICML 1998), Madison, Wisconsin, USA, July 24-27, 1998 Morgan Kaufmann 1998
1997
49no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarolyn F. Allex, Schuyler F. Baldwin, Jude W. Shavlik, Frederick R. Blattner: Increasing Consensus Accuracy in DNA Fragment Assemblies by Incorporating Fluorescent Trace Representations. ISMB 1997: 3-14
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid W. Opitz, Jude W. Shavlik: Connectionist Theory Refinement: Genetically Searching the Space of Network Topologies CoRR cs.AI/9705102: (1997)
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Craven, Jude W. Shavlik: Understanding Time-Series Networks: A Case Study in Rule Extraction. Int. J. Neural Syst. 8(4): 373-384 (1997)
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid W. Opitz, Jude W. Shavlik: Connectionist Theory Refinement: Genetically Searching the Space of Network Topologies. J. Artif. Intell. Res. (JAIR) 6: 177-209 (1997)
1996
45no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarolyn F. Allex, Schuyler F. Baldwin, Jude W. Shavlik, Frederick R. Blattner: Improving the Quality of Automatic DNA Sequence Assembly Using Fluorescent Trace-Data Classifications. ISMB 1996: 3-14
44no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKevin J. Cherkauer, Jude W. Shavlik: Growing Simpler Decision Trees to Facilitate Knowledge Discovery. KDD 1996: 315-318
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid W. Opitz, Jude W. Shavlik: Actively Searching for an Effective Neural Network Ensemble. Connect. Sci. 8(3): 337-354 (1996)
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard Maclin, Jude W. Shavlik: Creating Advice-Taking Reinforcement Learners. Machine Learning 22(1-3): 251-281 (1996)
1995
41no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard Maclin, Jude W. Shavlik: Combining the Predictions of Multiple Classifiers: Using Competitive Learning to Initialize Neural Networks. IJCAI 1995: 524-531
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Craven, Jude W. Shavlik: Extracting Tree-Structured Representations of Trained Networks. NIPS 1995: 24-30
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKevin J. Cherkauer, Jude W. Shavlik: Rapid Quality Estimation of Neural Network Input Representations. NIPS 1995: 45-51
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid W. Opitz, Jude W. Shavlik: Generating Accurate and Diverse Members of a Neural-Network Ensemble. NIPS 1995: 535-541
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid W. Opitz, Jude W. Shavlik: Dynamically adding symbolically meaningful nodes to knowledge-based neural networks. Knowl.-Based Syst. 8(6): 301-311 (1995)
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik, Lawrence Hunter, David B. Searls: Introduction. Machine Learning 21(1-2): 5-9 (1995)
1994
35no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard Maclin, Jude W. Shavlik: Incorporating Advice into Agents that Learn from Reinforcements. AAAI 1994: 694-699
34no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid W. Opitz, Jude W. Shavlik: Using Genetic Search to Refine Knowledge-based Neural Networks. ICML 1994: 208-216
33no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Craven, Jude W. Shavlik: Using Sampling and Queries to Extract Rules from Trained Neural Networks. ICML 1994: 37-45
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid B. Searls, Jude W. Shavlik, Lawrence Hunter: The First International Conference on Intelligent Systems for Molecular Biology. AI Magazine 15(1): 12-13 (1994)
31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffrey G. Towell, Jude W. Shavlik: Knowledge-Based Artificial Neural Networks. Artif. Intell. 70(1-2): 119-165 (1994)
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Craven, Jude W. Shavlik: Machine Learning Approaches to Gene Recognition. IEEE Expert 9(2): 2-10 (1994)
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik: Combining Symbolic and Neural Learning. Machine Learning 14(1): 321-331 (1994)
1993
28no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLawrence Hunter, David B. Searls, Jude W. Shavlik: Proceedings of the 1st International Conference on Intelligent Systems for Molecular Biology, Bethesda, MD, USA, July 1993 AAAI 1993
27no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Craven, Jude W. Shavlik: Learning Symbolic Rules Using Artificial Neural Networks. ICML 1993: 73-80
26no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Craven, Jude W. Shavlik: Learning to Represent Codons: A Challenge Problem for Constructive Induction. IJCAI 1993: 1319-1324
25no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid W. Opitz, Jude W. Shavlik: Heuristically Expanding Knowledge-Based Neural Networks. IJCAI 1993: 1360-1365
24no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKevin J. Cherkauer, Jude W. Shavlik: Protein Structure Prediction: Selecting Salient Features from Large Candidate Pools. ISMB 1993: 74-82
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard Maclin, Jude W. Shavlik: Using Knowledge-Based Neural Networks to Improve Algorithms: Refining the Chou-Fasman Algorithm for Protein Folding. Machine Learning 11: 195-215 (1993)
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffrey G. Towell, Jude W. Shavlik: Extracting Refined Rules from Knowledge-Based Neural Networks. Machine Learning 13: 71-101 (1993)
1992
21no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard Maclin, Jude W. Shavlik: Using Knowledge-Based Neural Networks to Improve Algorithms: Refining the Chou-Fasman Algorithm for Protein Folding. AAAI 1992: 165-170
20no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffrey G. Towell, Jude W. Shavlik: Using Symbolic Learning to Improve Knowledge-Based Neural Networks. AAAI 1992: 177-182
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGary M. Scott, Jude W. Shavlik, W. Harmon Ray: Refining PID Controllers Using Neural Networks. Neural Computation 4(5): 746-757 (1992)
1991
18no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffrey G. Towell, Mark Craven, Jude W. Shavlik: Constructive Induction in Knowledge-Based Neural Networks. ML 1991: 213-217
17no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard Maclin, Jude W. Shavlik: Refining Domain Theories Expressed as Finite-State Automata. ML 1991: 524-528
16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGary M. Scott, Jude W. Shavlik, W. Harmon Ray: Refined PID Controllers Using Neural Networks. NIPS 1991: 555-562
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffrey G. Towell, Jude W. Shavlik: Interpretation of Artificial Neural Networks: Mapping Knowledge-Based Neural Networks into Rules. NIPS 1991: 977-984
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik, Raymond J. Mooney, Geoffrey G. Towell: Symbolic and Neural Learning Algorithms: An Experimental Comparison. Machine Learning 6: 111-143 (1991)
1990
13no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffrey G. Towell, Jude W. Shavlik, Michiel O. Noordewier: Refinement ofApproximate Domain Theories by Knowledge-Based Neural Networks. AAAI 1990: 861-866
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichiel O. Noordewier, Geoffrey G. Towell, Jude W. Shavlik: Training Knowledge-Based Neural Networks to Recognize Genes. NIPS 1990: 530-536
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik, Gerald DeJong: Learning in Mathematically-Based Domains: Understanding and Generalizing Obstacle Cancellations. Artif. Intell. 45(1-2): 1-45 (1990)
10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik: Acquiring Recursive and Iterative Concepts with Explanation-Based Learning. Machine Learning 5: 39-40 (1990)
1989
9no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik: Acquiring Recursive Concepts with Explanation-Based Learning. IJCAI 1989: 688-693
8no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRaymond J. Mooney, Jude W. Shavlik, Geoffrey G. Towell, Alan Gove: An Experimental Comparison of Symbolic and Connectionist Learning Algorithms. IJCAI 1989: 775-780
7no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDouglas H. Fisher, Kathleen B. McKusick, Raymond J. Mooney, Jude W. Shavlik, Geoffrey G. Towell: Processing Issues in Comparisons of Symbolic and Connectionist Learning Systems. ML 1989: 169-173
6no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik: An Empirical Analysis of EBL Approaches for Learning Plan Schemata. ML 1989: 183-187
5no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard Maclin, Jude W. Shavlik: Enriching Vocabularies by Generalizing Explanation Structures. ML 1989: 444-446
4no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik, Geoffrey G. Towell: Combining Explanation-Based Learning and Artificial Neural Networks. ML 1989: 90-93
1987
3no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik, Gerald DeJong: BAGGER: An EBL System that Extends and Generalizes Explanations. AAAI 1987: 516-520
2no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik, Gerald DeJong: An Explanation-based Approach to Generalizing Number. IJCAI 1987: 236-238
1985
1no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJude W. Shavlik: Learning about Momentum Conservation. IJCAI 1985: 667-669

Coauthor Index

1Thomas Albert [76]
2Carolyn F. Allex [45] [49] [51]
3Peter Andreae [58] [61]
4Mehmet Ayvaci [104] [109]
5Fernanda Araujo Baião [66]
6Schuyler F. Baldwin [45] [49]
7Kristin P. Bennett [112]
8Craig A. Bingman [88] [113]
9Lawrence Birnbaum (Larry Birnbaum) [52]
10Eduard Bitto [88]
11Frederick R. Blattner [45] [49] [51] [58] [61]
12Hendrik Blockeel [95] [97]
13Joseph Bockhorst [55] [56] [65]
14Héctor Corrada Bravo [78]
15Elizabeth S. Burnside [79] [101] [104] [105] [109]
16Susan Calcari [53]
17Bee-Chung Chen [83] [98]
18Kevin J. Cherkauer [24] [39] [44]
19Vítor Santos Costa [63] [67] [78] [79]
20Mark Craven [18] [26] [27] [30] [33] [40] [47] [55] [56] [65]
21Jesse Davis [79]
22Gerald DeJong [2] [3] [11]
23Frank DiMaio [71] [74] [84] [85] [88] [93] [99]
24AnHai Doan [115] [117]
25Inês de Castro Dutra [63] [67] [79]
26Tina Eliassi-Rad [53] [57] [64]
27Faisal Farooq [114]
28Douglas H. Fisher [7]
29Glenn Fung [60] [68]
30Yolanda Gil [59]
31Jeremy D. Glasner [55] [56] [58] [61] [65]
32Mark Goadrich [73] [82] [92]
33Jeremy Goecks [54]
34Alan Gove [8]
35R. D. Green [62]
36Bernd Gutmann [122]
37Barbara Hayes-Roth [52]
38Eric Horvitz [52]
39Lawrence Hunter [28] [32] [36]
40Saket Joshi [120]
41Kshitij Judah [110]
42Kristian Kersting [107] [110] [111] [120] [121] [122]
43Tushar Khot [107] [111] [121] [122]
44Dmitry A. Kondrashov [88]
45Balaji Krishnapuram [114]
46Raju Kucherlapati [114]
47Gautam Kunapuli [103] [108] [110] [112] [118] [119]
48Noah Larsen [119]
49Daniel Lowd [107] [111]
50Richard Maclin [5] [17] [21] [23] [35] [41] [42] [77] [80] [81] [86] [87] [89] [90] [94] [96] [106] [108] [112] [118]
51Olvi L. Mangasarian (O. L. Mangasarian) [60] [68] [69]
52Marta Mattoso (Marta L. Queiros Mattoso) [66]
53Kathleen B. McKusick [7]
54Michael Molla [58] [61] [62] [70] [76]
55Raymond J. Mooney [7] [8] [14]
56Mark A. Musen [59]
57Houssam Nassif [104] [109]
58Sriraam Natarajan [102] [103] [107] [108] [110] [111] [120] [121] [122]
59Feng Niu [115] [116] [117]
60Michiel O. Noordewier [12] [13]
61Emile F. Nuwaysir [62]
62Ciaran O'Reilly [108]
63Louis Oliphant [73] [82] [91] [101] [105]
64David W. Opitz [25] [34] [37] [38] [43] [46] [48]
65C. David Page Jr. (David Page) [55] [56] [63] [65] [67] [70] [78] [79] [104] [105] [108] [109] [119]
66George N. Phillips [71] [84] [93] [99]
67George N. Phillips Jr. [88]
68Raghu Ramakrishnan [78] [79] [83] [98]
69Jan Ramon [97]
70W. Harmon Ray [16] [19]
71Christopher Ré (Christopher Re) [115] [116] [117]
72Todd Richmond [76]
73Rómer Rosales [114]
74Gary M. Scott [16] [19]
75David B. Searls [28] [32] [36]
76Amina Shabbeer [112]
77Mark Shavlik [72]
78Kazuhiko Shinki [105]
79Steven Smith [76]
80Jack Solock [53]
81Ameet Soni [88] [93] [99] [113] [123]
82William R. Swartout [52]
83Prasad Tadepalli [95] [97] [103] [107] [110] [111] [120]
84Pradeep Tamma [83] [98]
85J. B. Tobler [62]
86Lisa Torrey [77] [80] [81] [86] [87] [89] [90] [94] [96] [100] [106]
87Geoffrey G. Towell [4] [7] [8] [12] [13] [14] [15] [18] [20] [22] [31]
88Michael Waddell [67] [70]
89Trevor Walker [77] [80] [81] [86] [87] [89] [90] [94] [96] [106] [108] [119]
90Edward W. Wild [69] [81] [94]
91Ryan W. Woods [104] [105]
92Shipeng Yu [114]
93Gerson Zaverucha [66]
94Ce Zhang [116]

Colors in the list of coauthors

Last update Fri May 25 01:42:58 2012 CET by the DBLP TeamThis material is Open Data Data released under the ODC-BY 1.0 license — See also our legal information page