Ashwin Srinivasan - researchr alias

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2011

Parameter Screening and Optimisation for ILP using Designed ExperimentsAshwin Srinivasan, Ganesh Ramakrishnan. jmlr, 12:627-662, 2011. [doi]

2010

Prediction of novel precursor miRNAs using a context-sensitive hidden Markov model (CSHMM)Sumeet Agarwal, Candida Vaz, Alok Bhattacharya, Ashwin Srinivasan. bmcbi, 11(S-1):29, 2010. [doi]

BET : An Inductive Logic Programming WorkbenchSrihari Kalgi, Chirag Gosar, Prasad Gawde, Ganesh Ramakrishnan, Kekin Gada, Chander Iyer, T. V. S. Kiran, Ashwin Srinivasan. ilp 2011: 130-137 [doi]

2009

2008

Qualitative System Identification from Imperfect DataGeorge Macleod Coghill, Ashwin Srinivasan, Ross D. King. jair, 32:825-877, 2008. [doi]

Feature Construction Using Theory-Guided Sampling and Randomised SearchSachindra Joshi, Ganesh Ramakrishnan, Ashwin Srinivasan. ilp 2008: 140-157 [doi]

Incremental Identification of Qualitative Models of Biological Systems using Inductive Logic ProgrammingAshwin Srinivasan, Ross D. King. jmlr, 9:1475-1533, 2008. [doi]

2007

Learning Qualitative Models of Physical and Biological SystemsSimon M. Garrett, George Macleod Coghill, Ashwin Srinivasan, Ross D. King. dis 2007: 248-272 [doi]

Using ILP to Construct Features for Information Extraction from Semi-structured TextGanesh Ramakrishnan, Sachindra Joshi, Sreeram Balakrishnan, Ashwin Srinivasan. ilp 2008: 211-224 [doi]

2006

2005

Multi-instance tree learningHendrik Blockeel, David Page, Ashwin Srinivasan. icml 2005: 57-64 [doi]

Five Problems in Five Areas for Five YearsAshwin Srinivasan. ilp 2005: 424-425 [doi]

A Study of Applying Dimensionality Reduction to Restrict the Size of a Hypothesis SpaceAshwin Srinivasan, Ravi Kothari. ilp 2005: 348-365 [doi]

2004

Inductive Logic Programming, 14th International Conference, ILP 2004, Porto, Portugal, September 6-8, 2004, ProceedingsRui Camacho, Ross D. King, Ashwin Srinivasan, editors, Volume 3194 of Lecture Notes in Computer Science, Springer, 2004.

A Monte Carlo Study of Randomised Restarted Search in ILPFilip Zelezný, Ashwin Srinivasan, David Page. ilp 2004: 341-358 [doi]

2003

2002

The Applicability to ILP of Results Concerning the Ordering of Binomial PopulationsAshwin Srinivasan. ilp 2003: 238-253 [doi]

Lattice-Search Runtime Distributions May Be Heavy-TailedFilip Zelezný, Ashwin Srinivasan, David Page. ilp 2003: 333-345 [doi]

2001

2000

1999

1998

1997

The discovery of indicator variables for QSAR using inductive logic programmingRoss D. King, Ashwin Srinivasan. jcamd, 11(6):571-580, 1997. [doi]

The Predictive Toxicology Evaluation ChallengeAshwin Srinivasan, Ross D. King, Stephen Muggleton, Michael J. E. Sternberg. IJCAI 1997: 4-9

Carcinogenesis Predictions Using ILPAshwin Srinivasan, Ross D. King, Stephen Muggleton, Michael J. E. Sternberg. ilp 1997: 273-287

1996

An Initial Experiment into Stereochemistry-Based Drug Design Using Inductive Logic ProgrammingStephen Muggleton, David Page, Ashwin Srinivasan. ilp 1997: 25-40

Feature Construction with Inductive Logic Programming: A Study of Quantitative Predictions of Biological Activity by Structural AttributesAshwin Srinivasan, Ross D. King. ilp 1997: 89-104

Theories for Mutagenicity: A Study in First-Order and Feature-Based InductionAshwin Srinivasan, Stephen Muggleton, Michael J. E. Sternberg, Ross D. King. ai, 85(1-2):277-299, 1996. [doi]

1995

Relating Chemical Activity to Structure: An Examination of ILP SuccessesRoss D. King, Michael J. E. Sternberg, Ashwin Srinivasan. ngc, 13(3&4):411-433, 1995.

Drug Design by Machine LearningMichael J. E. Sternberg, Ross D. King, Ashwin Srinivasan, Stephen Muggleton. mi 1999: 328-338

1994

The Justification of Logical Theories based on Data CompressionAshwin Srinivasan, Stephen Muggleton, Michael Bain. mi 1994: 87-121

1993

Inductive Logic Programming With Large-Scale Unstructured DataMichael Bain, Ashwin Srinivasan. mi 1995: 235

Generating Explicit Orderings for Non-monotonic LogicsJames Cussens, Anthony Hunter, Ashwin Srinivasan. AAAI 1993: 420-425

1992

Compression, Significance, and AccuracyStephen Muggleton, Ashwin Srinivasan, Michael Bain. icml 1992: 338-347