David Page
List of publications from the DBLP Bibliography Server - FAQ
| 2012 | ||
|---|---|---|
| 76 | Jie Liu, Chunming Zhang, Catherine A. McCarty, Peggy L. Peissig, Elizabeth S. Burnside, C. David Page Jr.: High-Dimensional Structured Feature Screening Using Binary Markov Random Fields. Journal of Machine Learning Research - Proceedings Track 22: 712-721 (2012) | |
| 2011 | ||
| 75 | Trevor 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 | |
| 2010 | ||
| 74 | Houssam 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 | |
| 73 | Trevor 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 | |
| 72 | C. David Page Jr., Sriraam Natarajan: Biomedical Informatics. Encyclopedia of Machine Learning 2010: 132 | |
| 71 | Chung-Hao Chen, Yi Yao, David Page, Besma R. Abidi, Andreas Koschan, Mongi A. Abidi: Camera handoff and placement for automated tracking systems with multiple omnidirectional cameras. Computer Vision and Image Understanding 114(2): 179-197 (2010) | |
| 70 | Yi Yao, Chung-Hao Chen, Besma R. Abidi, David Page, Andreas Koschan, Mongi A. Abidi: Multi-Camera Positioning for Automated Tracking Systems in Dynamic Environments. I. J. Information Acquisition 7(3): 225-242 (2010) | |
| 69 | Ryan 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 | ||
| 68 | Houssam 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 | |
| 67 | Houssam Nassif, Hassan Al-Ali, Sawsan Khuri, Walid Keirouz, David Page: An Inductive Logic Programming Approach to Validate Hexose Binding Biochemical Knowledge. ILP 2009: 149-165 | |
| 66 | Lisa Hellerstein, Bernard Rosell, Eric Bach, Soumya Ray, David Page: Exploiting Product Distributions to Identify Relevant Variables of Correlation Immune Functions. Journal of Machine Learning Research 10: 2374-2411 (2009) | |
| 2008 | ||
| 65 | Yi Yao, Chung-Hao Chen, Besma R. Abidi, David Page, Andreas Koschan, Mongi A. Abidi: Sensor planning for automated and persistent object tracking with multiple cameras. CVPR 2008 | |
| 64 | Yi Yao, Chung-Hao Chen, Besma R. Abidi, David Page, Andreas Koschan, Mongi A. Abidi: Sensor planning for PTZ cameras using the probability of camera overload. ICPR 2008: 1-5 | |
| 63 | Sean McIlwain, David Page, Edward L. Huttlin, Michael R. Sussman: Matching isotopic distributions from metabolically labeled samples. ISMB 2008: 339-347 | |
| 62 | Vítor Santos Costa, David Page, James Cussens: CLP(BN): Constraint Logic Programming for Probabilistic Knowledge. Probabilistic Inductive Logic Programming 2008: 156-188 | |
| 61 | Chung-Hao Chen, Yi Yao, David Page, Besma R. Abidi, Andreas Koschan, Mongi A. Abidi: Heterogeneous Fusion of Omnidirectional and PTZ Cameras for Multiple Object Tracking. IEEE Trans. Circuits Syst. Video Techn. 18(8): 1052-1063 (2008) | |
| 2007 | ||
| 60 | Jesse Davis, Vítor Santos Costa, Soumya Ray, David Page: An integrated approach to feature invention and model construction for drug activity prediction. ICML 2007: 217-224 | |
| 59 | Jesse Davis, Irene M. Ong, Jan Struyf, Elizabeth S. Burnside, David Page, Vítor Santos Costa: Change of Representation for Statistical Relational Learning. IJCAI 2007: 2719-2726 | |
| 58 | Sean McIlwain, David Page, Edward L. Huttlin, Michael R. Sussman: Using dynamic programming to create isotopic distribution maps from mass spectra. ISMB/ECCB (Supplement of Bioinformatics) 2007: 328-336 | |
| 57 | Eric Lantz, Soumya Ray, David Page: Learning Bayesian Network Structure from Correlation-Immune Data. UAI 2007: 235-242 | |
| 2006 | ||
| 56 | Sreenivas R. Sukumar, David Page, Andrei V. Gribok, Andreas Koschan, Mongi A. Abidi: Shape Measure for Identifying Perceptually Informative Parts of 3D Objects. 3DPVT 2006: 679-686 | |
| 55 | Jan Struyf, Jesse Davis, C. David Page Jr.: An Efficient Approximation to Lookahead in Relational Learners. ECML 2006: 775-782 | |
| 54 | Irene M. Ong, Scott E. Topper, C. David Page Jr., Vítor Santos Costa: Inferring Regulatory Networks from Time Series Expression Data and Relational Data Via Inductive Logic Programming. ILP 2006: 366-378 | |
| 53 | Aline Paes, Filip Zelezný, Gerson Zaverucha, C. David Page Jr., Ashwin Srinivasan: ILP Through Propositionalization and Stochastic k-Term DNF Learning. ILP 2006: 379-393 | |
| 52 | C. David Page Jr., Irene M. Ong: Experimental Design of Time Series Data for Learning from Dynamic Bayesian Networks. Pacific Symposium on Biocomputing 2006: 267-278 | |
| 51 | Filip Zelezný, Ashwin Srinivasan, C. David Page Jr.: Randomised restarted search in ILP. Machine Learning 64(1-3): 183-208 (2006) | |
| 50 | Ashwin Srinivasan, David Page, Rui Camacho, Ross D. King: Quantitative pharmacophore models with inductive logic programming. Machine Learning 64(1-3): 65-90 (2006) | |
| 2005 | ||
| 49 | Irene M. Ong, Inês de Castro Dutra, David Page, Vítor Santos Costa: Mode Directed Path Finding. ECML 2005: 673-681 | |
| 48 | Jesse Davis, Elizabeth S. Burnside, Inês de Castro Dutra, David Page, Vítor Santos Costa: An Integrated Approach to Learning Bayesian Networks of Rules. ECML 2005: 84-95 | |
| 47 | Hendrik Blockeel, David Page, Ashwin Srinivasan: Multi-instance tree learning. ICML 2005: 57-64 | |
| 46 | Soumya Ray, David Page: Generalized skewing for functions with continuous and nominal attributes. ICML 2005: 705-712 | |
| 45 | Bernard Rosell, Lisa Hellerstein, Soumya Ray, David Page: Why skewing works: learning difficult Boolean functions with greedy tree learners. ICML 2005: 728-735 | |
| 44 | Jesse 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 | |
| 43 | Héctor 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 | |
| 2004 | ||
| 42 | Soumya Ray, David Page: Sequential skewing: an improved skewing algorithm. ICML 2004 | |
| 41 | Filip Zelezný, Ashwin Srinivasan, David Page: A Monte Carlo Study of Randomised Restarted Search in ILP. ILP 2004: 341-358 | |
| 40 | Michael 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) | |
| 2003 | ||
| 39 | James H. Graham, C. David Page Jr., Ahmed H. Kamal: Accelerating the Drug Design Process through Parallel Inductive Logic Programming Data Mining. CSB 2003: 400-402 | |
| 38 | Inês 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 | |
| 37 | David Page, Soumya Ray: Skewing: An Efficient Alternative to Lookahead for Decision Tree Induction. IJCAI 2003: 601-612 | |
| 36 | C. David Page Jr.: The Role of Declarative Languages in Mining Biological Databases. PADL 2003: 1 | |
| 35 | Vítor Santos Costa, David Page, Maleeha Qazi, James Cussens: CLP(BN): Constraint Logic Programming for Probabilistic Knowledge. UAI 2003: 517-524 | |
| 34 | Joseph Bockhorst, Mark Craven, David Page, Jude W. Shavlik, Jeremy D. Glasner: A Bayesian Network Approach to Operon Prediction. Bioinformatics 19(10): 1227-1235 (2003) | |
| 33 | Ahmed H. Kamal, James H. Graham, C. David Page Jr.: A Parallel Inductive Logic Programming Data Mining System for Drug Discovery. I. J. Comput. Appl. 10(3): 161-170 (2003) | |
| 32 | David Page, Ashwin Srinivasan: ILP: A Short Look Back and a Longer Look Forward. Journal of Machine Learning Research 4: 415-430 (2003) | |
| 31 | David Page, Mark Craven: Biological applications of multi-relational data mining. SIGKDD Explorations 5(1): 69-79 (2003) | |
| 2002 | ||
| 30 | Filip Zelezný, Ashwin Srinivasan, David Page: Lattice-Search Runtime Distributions May Be Heavy-Tailed. ILP 2002: 333-345 | |
| 29 | Inês de Castro Dutra, David Page, Vítor Santos Costa, Jude W. Shavlik: An Empirical Evaluation of Bagging in Inductive Logic Programming. ILP 2002: 48-65 | |
| 28 | Irene M. Ong, Jeremy D. Glasner, David Page: Modelling regulatory pathways in E. coli from time series expression profiles. ISMB 2002: 241-248 | |
| 27 | Jie Cheng, Christor Hatzis, Hisashi Hayashi, Mark-A. Krogel, Shinichi Morishita, David Page, Jun Sese: KDD Cup 2001 Report. SIGKDD Explorations 3(2): 47-64 (2002) | |
| 2001 | ||
| 26 | Soumya Ray, David Page: Multiple Instance Regression. ICML 2001: 425-432 | |
| 25 | Ahmed H. Kamal, James H. Graham, C. David Page Jr.: An Approach to Parallel Data Mining for Pharmacophore Discovery. ISCA Conference on Intelligent Systems 2001: 100-103 | |
| 24 | David Page, James H. Graham: Guest Editor's Introduction. I. J. Comput. Appl. 8(2): (2001) | |
| 2000 | ||
| 23 | David Page, James H. Graham: ISCA 9th International Conference on Intelligent Systems, ICIS 2000, June 15-17, 2000, the Galt House, Louisville, Kentucky, USA ISCA 2000 | |
| 22 | David Page: ILP: Just Do It. Computational Logic 2000: 25-40 | |
| 21 | Mark 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 | |
| 20 | David Page: ILP: Just Do It. ILP 2000: 3-18 | |
| 19 | Mark Craven, David Page, Jude W. Shavlik, Joseph Bockhorst, Jeremy D. Glasner: A Probabilistic Learning Approach to Whole-Genome Operon Prediction. ISMB 2000: 116-127 | |
| 1999 | ||
| 18 | Stephen Muggleton, David Page: Guest Editors' Introduction: Inductive Logic Programming. J. Log. Program. 40(2-3): 125-126 (1999) | |
| 1998 | ||
| 17 | David Page: Inductive Logic Programming, 8th International Workshop, ILP-98, Madison, Wisconsin, USA, July 22-24, 1998, Proceedings Springer 1998 | |
| 16 | Chris Phillips, Steven Adams, David Page, Daniela Mehandjiska: The Design of the Client User Interface for a Meta Object-Oriented CASE Tool. TOOLS (28) 1998: 156-167 | |
| 15 | Paul W. Finn, Stephen Muggleton, David Page, Ashwin Srinivasan: Pharmacophore Discovery Using the Inductive Logic Programming System PROGOL. Machine Learning 30(2-3): 241-270 (1998) | |
| 1997 | ||
| 14 | Stephen Muggleton, David Page: Guest Editors' Introduction. Machine Learning 26(2-3): 97-98 (1997) | |
| 1996 | ||
| 13 | Stephen Muggleton, David Page, Ashwin Srinivasan: An Initial Experiment into Stereochemistry-Based Drug Design Using Inductive Logic Programming. Inductive Logic Programming Workshop 1996: 25-40 | |
| 12 | Daniela Mehandjiska-Stavreva, David Page, Mi Duk Choi: Meta-Modelling and Methodology Support in Object-Oriented CASE Tools. OOIS 1996: 370- | |
| 1995 | ||
| 11 | Alan M. Frisch, C. David Page Jr.: Building Theories into Instantiation. IJCAI 1995: 1210-1216 | |
| 10 | Stephen Muggleton, David Page: A Learnability Model for Universal Representations and Its Application to Top-down Induction of Decision Trees. Machine Intelligence 15 1995: 248-267 | |
| 9 | Daniela Mehandjiska-Stavreva, David Page, Jonanthan Ham: Template Generator for a Methodology Independent Object-Oriented Case Tool. OOIS 1995: 232-247 | |
| 8 | William W. Cohen, C. David Page Jr.: Polynomial Learnability and Inductive Logic Programming: Methods and Results. New Generation Comput. 13(3&4): 369-409 (1995) | |
| 1994 | ||
| 7 | Daniela Mehandjiska-Stavreva, David Page, Paul K. Clark: Development of an Intelligent Object-Oriented CASE Tool. OOIS 1994: 215-226 | |
| 6 | David Page, Paul K. Clark, Daniela Mehandjiska-Stavreva: An Abstract Definition of Graphical Notations for Object-Oriented Information Systems. OOIS 1994: 266-276 | |
| 5 | Michael Frazier, C. David Page Jr.: Prefix Grammars: An Alternative Characterization of the Regular Languages. Inf. Process. Lett. 51(2): 67-71 (1994) | |
| 1993 | ||
| 4 | Michael Frazier, C. David Page Jr.: Learnability in Inductive Logic Programrning: Some Basic Results and Techniques. AAAI 1993: 93-98 | |
| 1991 | ||
| 3 | C. David Page Jr., Alan M. Frisch: Generalizing Atoms in Constraint Logic. KR 1991: 429-440 | |
| 2 | C. David Page Jr., Alan M. Frisch: Learning Constrained Atoms. ML 1991: 427-431 | |
| 1990 | ||
| 1 | Alan M. Frisch, C. David Page Jr.: Generalization with Taxonomic Information. AAAI 1990: 755-761 | |
Colors in the list of coauthors
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