Ashwin Srinivasan

2008
49	EE	Sachindra Joshi, Ganesh Ramakrishnan, Ashwin Srinivasan: Feature Construction Using Theory-Guided Sampling and Randomised Search. ILP 2008: 140-157
2007
48	EE	Simon 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
47	EE	Ganesh Ramakrishnan, Sachindra Joshi, Sreeram Balakrishnan, Ashwin Srinivasan: Using ILP to Construct Features for Information Extraction from Semi-structured Text. ILP 2007: 211-224
2006
46	EE	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
45	EE	Lucia Specia, Ashwin Srinivasan, Ganesh Ramakrishnan, Maria das Graças Volpe Nunes: Word Sense Disambiguation Using Inductive Logic Programming. ILP 2006: 409-423
44	EE	Rui Camacho, Ross D. King, Ashwin Srinivasan: Guest editorial. Machine Learning 64(1-3): 145-147 (2006)
43	EE	Filip Zelezný, Ashwin Srinivasan, C. David Page Jr.: Randomised restarted search in ILP. Machine Learning 64(1-3): 183-208 (2006)
42	EE	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
41	EE	Hendrik Blockeel, David Page, Ashwin Srinivasan: Multi-instance tree learning. ICML 2005: 57-64
40	EE	Ashwin Srinivasan, Ravi Kothari: A Study of Applying Dimensionality Reduction to Restrict the Size of a Hypothesis Space. ILP 2005: 348-365
39	EE	Ashwin 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
37	EE	Filip 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)
35	EE	Ashwin 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)
34	EE	David Page, Ashwin Srinivasan: ILP: A Short Look Back and a Longer Look Forward. Journal of Machine Learning Research 4: 415-430 (2003)
33	EE	Vítor 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
32	EE	Ashwin Srinivasan: The Applicability to ILP of Results Concerning the Ordering of Binomial Populations. ILP 2002: 238-253
31	EE	Filip 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)
27	EE	Ross 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
25	EE	Stephen 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
22	EE	Vítor 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
20	EE	Ashwin 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
16	EE	Stephen 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
14	EE	Ross 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
10	EE	Ross 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
7	EE	Ashwin 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

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

Colors in the list of coauthors