Ashwin Srinivasan  Home/Search
Context
Related
| comlab.ox.ac.uk/pub/Pack...ilpkdd.ps.gz Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: comlab.ox.ac.uk/oucl/work/...pubs (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: Since the late 1980s there has been a sustained research effort directed at investigating the application of Inductive Logic Programming (ILP) to problems in biology and chemistry. This essay is a personal view of some interesting issues that have arisen during my involvement in this enterprise. Many of the concerns of the broader field of Knowledge Discovery from Databases manifest themselves during the application of ILP to analyse bio-chemical data. Addressing them in this microcosm has... (Update)
Active bibliography (related documents): More All
0.5: A Quantum Mechanics Based Representation of Molecules.. - King.. (2001) (Correct)
0.5: Quantifying Self-Organization in Cyclic Cellular Automata - Cosma Rohilla Shalizi (Correct)
0.4: From Propositional to First Order Logic in Machine Learning and.. - Van Laer (2002) (Correct)
Similar documents based on text: More All
0.4: A note on two simple transformations for improving the.. - Costa, Srinivasan.. (2000) (Correct)
0.4: Declarative Knowledge Discovery in Industrial Databases - Muggleton (1997) (Correct)
0.3: Using Inductive Logic Programming to construct.. - Srinivasan, King (1999) (Correct)
BibTeX entry: (Update)
@incollection{ srinivasan01four,
author = "Ashwin Srinivasan",
title = "Four Suggestions and a Rule Concerning the Application of {ILP}",
booktitle = "Relational Data Mining",
publisher = "Springer-Verlag",
editor = "Saso Dzeroski and Nada Lavrac",
isbn = "3-540-42289-7",
pages = "365--374",
year = "2001",
url = "citeseer.ist.psu.edu/487347.html" }
Citations (may not include all citations):392 A theory and methodology of inductive learning (context) - Michalski - 1983
388 Inductive logic programming - Muggleton - 1991
200 Neural and Statistical classification (context) - Michie, Spiegelhalter et al. - 1994
130 Inverse Entailment and Progol - Muggleton - 1995
106 FOIL: a midterm report - Quinlan - 1993
96 Drug design by machine learning: The use of inductive logic .. (context) - King, Muggleton et al. - 1992
85 Theories for mutagenicity: a study of first-order and featur.. - Srinivasan, Muggleton et al. - 1996
79 Solving the multiple-instance problem with axis-parallel rec.. - Dietterich, Lathrop et al. - 1997
65 The application of Inductive Logic Programming to finite ele.. - Dolsak, Muggleton - 1992
53 Structureactivity relationships derived by machine learning:.. (context) - King, Muggleton et al. - 1996
44 An experimental comparison of human and machine learning for.. - Muggleton, Bain et al. - 1989
42 Part-of-speech tagging using Progol - Cussens - 1997
40 Relating chemical activity to structure: an examination of I.. - King, Srinivasan et al. - 1995
33 Feature construction with Inductive Logic Programming: a stu.. - Srinivasan, King - 1999
27 Predicting protein secondary structure using inductive logic.. (context) - Muggleton, King et al. - 1992
24 Pharmacophore Discovery using the Inductive Logic Programmin.. - Finn, Muggleton et al. - 1998
21 A study of two sampling methods for analysing large datasets.. - Srinivasan - 1999
18 Quantitative structure-activity relationships by neural netw.. (context) - Hirst, King et al. - 1994
18 Quantitative structure-activity relationships by neural netw.. (context) - Hirst, King et al. - 1994
17 Prediction of rodent carcinogenicity bioassays from molecula.. (context) - King, Srinivasan - 1996
15 Biochemical knowledge discovery using Inductive Logic Progra.. - Muggleton, Srinivasan et al. - 1998
12 The role of background knowledge: using a problem from chemi.. - Srinivasan, King et al. - 1998
8 Machine learning in the next five years (context) - Michie - 1988
8 Generating explicit orderings for non-monotonic logics - Cussens, Hunter et al. - 1993
8 A machine learning approach for the prediction of protein se.. (context) - King, Sternberg - 1990
8 An initial experiment into stereochemistry-based drug design.. - Muggleton, Page et al. - 1996
8 The superarticulacy phenomenon in the context of software ma.. (context) - Michie
6 Drug design using inductive logic programming (context) - King, Muggleton et al. - 1993
3 Numerical reasoning with an ILP program capable of lazy eval.. (context) - Srinivasan, Camacho - 1999
2 Oxford University Press (context) - Medawar - 1984
1 Five lessons in representation based on the application of I.. (context) - Srinivasan - 1997
1 The Strange Case of the Spotted Mice and other classic essay.. (context) - Medawar
Documents on the same site (http://www.comlab.ox.ac.uk/oucl/work/ashwin.srinivasan/pubs.html): More
ILP: A Short Look Back and a Longer Look Forward - Page (Correct)
Generating Explicit Orderings for Non-monotonic Logics - Cussens, Hunter, al. (1993) (Correct)
Compression, Significance and Accuracy - Muggleton, Srinivasan, Bain (1992) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC