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Ashwin Srinivasan Vis

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*2008
50EESachindra Joshi, Ganesh Ramakrishnan, Ashwin Srinivasan: Feature Construction Using Theory-Guided Sampling and Randomised Search. ILP 2008: 140-157
49EEGeorge Macleod Coghill, Ashwin Srinivasan, Ross D. King: Qualitative System Identification from Imperfect Data. J. Artif. Intell. Res. (JAIR) 32: 825-877 (2008)
2007
48EESimon M. Garrett, George Macleod Coghill, Ashwin Srinivasan, Ross D. King: Learning Qualitative Models of Physical and Biological Systems. Computational Discovery of Scientific Knowledge 2007: 248-272
47EEGanesh Ramakrishnan, Sachindra Joshi, Sreeram Balakrishnan, Ashwin Srinivasan: Using ILP to Construct Features for Information Extraction from Semi-structured Text. ILP 2007: 211-224
2006
46EEAline Paes, Filip Zelezný, Gerson Zaverucha, C. David Page Jr., Ashwin Srinivasan: ILP Through Propositionalization and Stochastic k-Term DNF Learning. ILP 2006: 379-393
45EELucia Specia, Ashwin Srinivasan, Ganesh Ramakrishnan, Maria das Graças Volpe Nunes: Word Sense Disambiguation Using Inductive Logic Programming. ILP 2006: 409-423
44EERui Camacho, Ross D. King, Ashwin Srinivasan: Guest editorial. Machine Learning 64(1-3): 145-147 (2006)
43EEFilip Zelezný, Ashwin Srinivasan, C. David Page Jr.: Randomised restarted search in ILP. Machine Learning 64(1-3): 183-208 (2006)
42EEAshwin Srinivasan, David Page, Rui Camacho, Ross D. King: Quantitative pharmacophore models with inductive logic programming. Machine Learning 64(1-3): 65-90 (2006)
2005
41EEHendrik Blockeel, David Page, Ashwin Srinivasan: Multi-instance tree learning. ICML 2005: 57-64
40EEAshwin Srinivasan, Ravi Kothari: A Study of Applying Dimensionality Reduction to Restrict the Size of a Hypothesis Space. ILP 2005: 348-365
39EEAshwin Srinivasan: Five Problems in Five Areas for Five Years. ILP 2005: 424-425
2004
38 Rui Camacho, Ross D. King, Ashwin Srinivasan: Inductive Logic Programming, 14th International Conference, ILP 2004, Porto, Portugal, September 6-8, 2004, Proceedings Springer 2004
37EEFilip Zelezný, Ashwin Srinivasan, David Page: A Monte Carlo Study of Randomised Restarted Search in ILP. ILP 2004: 341-358
2003
36 Hannu Toivonen, Ashwin Srinivasan, Ross D. King, Stefan Kramer, Christoph Helma: Statistical Evaluation of the Predictive Toxicology Challenge 2000-2001. Bioinformatics 19(10): 1183-1193 (2003)
35EEAshwin Srinivasan, Ross D. King, Michael Bain: An Empirical Study of the Use of Relevance Information in Inductive Logic Programming. Journal of Machine Learning Research 4: 369-383 (2003)
34EEDavid Page, Ashwin Srinivasan: ILP: A Short Look Back and a Longer Look Forward. Journal of Machine Learning Research 4: 415-430 (2003)
33EEVítor Santos Costa, Ashwin Srinivasan, Rui Camacho, Hendrik Blockeel, Bart Demoen, Gerda Janssens, Jan Struyf, Henk Vandecasteele, Wim Van Laer: Query Transformations for Improving the Efficiency of ILP Systems. Journal of Machine Learning Research 4: 465-491 (2003)
2002
32EEAshwin Srinivasan: The Applicability to ILP of Results Concerning the Ordering of Binomial Populations. ILP 2002: 238-253
31EEFilip Zelezný, Ashwin Srinivasan, David Page: Lattice-Search Runtime Distributions May Be Heavy-Tailed. ILP 2002: 333-345
2001
30 Christoph Helma, Ross D. King, Stefan Kramer, Ashwin Srinivasan: The Predictive Toxicology Challenge 2000-2001. Bioinformatics 17(1): 107-108 (2001)
29 Steve Moyle, Ashwin Srinivasan: Classificatory challenge-data mining: a recipe. Informatica (Slovenia) 25(3): (2001)
28 Stephen Muggleton, Christopher H. Bryant, Ashwin Srinivasan, Alex Whittaker, Simon Topp, Christopher J. Rawlings: Are Grammatical Representations Useful for Learning from Biological Sequence Data? - A Case Study. Journal of Computational Biology 8(5): 493-521 (2001)
27EERoss D. King, Ashwin Srinivasan, Luc Dehaspe: Warmr: a data mining tool for chemical data. Journal of Computer-Aided Molecular Design 15(2): 173-181 (2001)
26 Ashwin Srinivasan: Extracting Context-Sensitive Models in Inductive Logic Programming. Machine Learning 44(3): 301-324 (2001)
2000
25EEStephen Muggleton, Christopher H. Bryant, Ashwin Srinivasan: Measuring Performance when Positives Are Rare: Relative Advantage versus Predictive Accuracy - A Biological Case Study. ECML 2000: 300-312
24 Stephen Muggleton, Christopher H. Bryant, Ashwin Srinivasan: Learning Chomsky-like Grammars for Biological Sequence Families. ICML 2000: 631-638
23 Ljupco Todorovski, Saso Dzeroski, Ashwin Srinivasan, Jonathan Whiteley, David Gavaghan: Discovering the Structure of Partial Differential Equations from Example Behaviour. ICML 2000: 991-998
22EEVítor Santos Costa, Ashwin Srinivasan, Rui Camacho: A Note on Two Simple Transformations for Improving the Efficiency of an ILP System. ILP 2000: 225-242
1999
21 Ashwin Srinivasan, Ross D. King, Douglas W. Bristol: An assessment of submissions made to the Predictive Toxicology Evaluation Challenge. IJCAI 1999: 270-275
20EEAshwin Srinivasan, Ross D. King, Douglas W. Bristol: An Assessment of ILP-Assisted Models for Toxicology and the PTE-3 Experiment. ILP 1999: 291-302
19 Ashwin Srinivasan, Ross D. King: Feature Construction with Inductive Logic Programming: A Study of Quantitative Predictions of Biological Activity Aided by Structural Attributes. Data Min. Knowl. Discov. 3(1): 37-57 (1999)
18 Ashwin Srinivasan: A Study of Two Sampling Methods for Analyzing Large Datasets with ILP. Data Min. Knowl. Discov. 3(1): 95-123 (1999)
17 Ashwin Srinivasan, Rui Camacho: Numerical Reasoning with an ILP System Capable of Lazy Evaluation and Customised Search. J. Log. Program. 40(2-3): 185-213 (1999)
1998
16EEStephen Muggleton, Ashwin Srinivasan, Ross D. King, Michael J. E. Sternberg: Biochemical Knowledge Discovery Using Inductive Logic Programming. Discovery Science 1998: 326-341
15 Ashwin Srinivasan: Application of ILP to Problems in Chemistry and Biology (Abstract). ILP 1998: 10
14EERoss D. King, Ashwin Srinivasan: The discovery of indicator variables for QSAR using inductive logic programming. Journal of Computer-Aided Molecular Design 12(6): 571-580 (1998)
13 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
12 Ashwin Srinivasan, Ross D. King, Stephen Muggleton, Michael J. E. Sternberg: The Predictive Toxicology Evaluation Challenge. IJCAI (1) 1997: 4-9
11 Ashwin Srinivasan, Ross D. King, Stephen Muggleton, Michael J. E. Sternberg: Carcinogenesis Predictions Using ILP. ILP 1997: 273-287
10EERoss D. King, Ashwin Srinivasan: The discovery of indicator variables for QSAR using inductive logic programming. Journal of Computer-Aided Molecular Design 11(6): 571-580 (1997)
1996
9 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
8 Ashwin Srinivasan, Ross D. King: Feature Construction with Inductive Logic Programming: A Study of Quantitative Predictions of Biological Activity by Structural Attributes. Inductive Logic Programming Workshop 1996: 89-104
7EEAshwin Srinivasan, Stephen Muggleton, Michael J. E. Sternberg, Ross D. King: Theories for Mutagenicity: A Study in First-Order and Feature-Based Induction. Artif. Intell. 85(1-2): 277-299 (1996)
1995
6 Michael J. E. Sternberg, Ross D. King, Ashwin Srinivasan, Stephen Muggleton: Drug Design by Machine Learning. Machine Intelligence 15 1995: 328-338
5 Ross D. King, Michael J. E. Sternberg, Ashwin Srinivasan: Relating Chemical Activity to Structure: An Examination of ILP Successes. New Generation Comput. 13(3&4): 411-433 (1995)
1994
4 Ashwin Srinivasan, Stephen Muggleton, Michael Bain: The Justification of Logical Theories based on Data Compression. Machine Intelligence 13 1994: 87-121
1993
3 James Cussens, Anthony Hunter, Ashwin Srinivasan: Generating Explicit Orderings for Non-monotonic Logics. AAAI 1993: 420-425
2 Michael Bain, Ashwin Srinivasan: Inductive Logic Programming With Large-Scale Unstructured Data. Machine Intelligence 14 1993: 235-
1992
1 Stephen Muggleton, Ashwin Srinivasan, Michael Bain: Compression, Significance, and Accuracy. ML 1992: 338-347

Coauthor Index

1Michael Bain [1] [2] [4] [35]
2Sreeram Balakrishnan [47]
3Hendrik Blockeel [33] [41]
4Douglas W. Bristol [20] [21]
5Christopher H. Bryant [24] [25] [28]
6Rui Camacho [17] [22] [33] [38] [42] [44]
7George Macleod Coghill [48] [49]
8Vítor Santos Costa [22] [33]
9James Cussens [3]
10Luc Dehaspe [27]
11Bart Demoen [33]
12Saso Dzeroski [23]
13Paul W. Finn [13]
14Simon M. Garrett [48]
15David Gavaghan [23]
16Christoph Helma [30] [36]
17Anthony Hunter [3]
18Gerda Janssens [33]
19Sachindra Joshi [47] [50]
20Ross D. King [5] [6] [7] [8] [10] [11] [12] [14] [16] [19] [20] [21] [27] [30] [35] [36] [38] [42] [44] [48] [49]
21Ravi Kothari [40]
22Stefan Kramer [30] [36]
23Wim Van Laer [33]
24Steve Moyle [29]
25Stephen Muggleton [1] [4] [6] [7] [9] [11] [12] [13] [16] [24] [25] [28]
26Maria das Graças Volpe Nunes [45]
27Aline Paes [46]
28C. David Page Jr. (David Page) [9] [13] [31] [34] [37] [41] [42] [43] [46]
29Ganesh Ramakrishnan [45] [47] [50]
30Christopher J. Rawlings [28]
31Lucia Specia [45]
32Michael J. E. Sternberg [5] [6] [7] [11] [12] [16]
33Jan Struyf [33]
34Ljupco Todorovski [23]
35Hannu Toivonen [36]
36Simon Topp [28]
37Henk Vandecasteele [33]
38Jonathan Whiteley [23]
39Alex Whittaker [28]
40Gerson Zaverucha [46]
41Filip Zelezný [31] [37] [43] [46]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)