Giuseppina Gini, Marco Giumelli, Emilio Benfenati, Nadege Piclin, et al.  Home/Search
Context
Related
| elet.polimi.it/upload/gin...KES2002.pdf 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: elet.polimi.it/uplo...listpubeng (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: The common practice in inducing toxicity models from data is regression analysis. The predictive power of such models is usually poor with very different molecules and toxicity end-points. (Update)
Active bibliography (related documents): More All
0.5: Tuning Neural and Fuzzy-Neural Networks for Toxicity Modeling - Mazzatorta Benfenati Neagu (2003) (Correct)
0.2: Symbolic, Neural, and Bayesian Machine Learning Models.. - Bahler, Stone.. (2000) (Correct)
0.2: Carcinogenicity Prediction of Aromatic - Compounds Using Self-Organising (Correct)
Similar documents based on text: More All
0.5: Combining Classifiers of Pesticides Toxicity.. - Benfenati.. (2002) (Correct)
0.4: Neuro-Fuzzy Knowledge Representation for Toxicity - Prediction Of Organic (Correct)
0.3: What Experiments Are Suitable to Access the Prediction of Toxic.. - Gini (Correct)
BibTeX entry: (Update)
@misc{ gini-comparison,
author = "Giuseppina Gini and Marco Giumelli and Emilio Benfenati and Nadege Piclin
and et al.",
title = "A Comparison of Probabilistic, Neural, and Fuzzy Modeling in Ecotoxicity",
url = "citeseer.ist.psu.edu/gini02comparison.html" }
Citations (may not include all citations):1213 The self-organizing map (context) - Kohonen - 1998
351 Learning Bayesian Networks: the combination of knowledge and.. - Heckerman, Geiger et al. - 1995
205 An Introduction to Support Vector Machines (context) - Cristianini, Shawe-Taylor - 2000
8 Regression Using Classification Algorithms (context) - Torgo, Gama - 1997
4 Predictive Toxicology of Chemicals: Experiences and Impact o.. (context) - Gini, Katrizky - 1999
4 Fuzzy Sets and Systems (context) - Gupta, Qi - 1991
4 Fuzzy sets and their applications to classification and clus.. (context) - Zadeh - 1977
4 Predictive Carcinogenicity: a Model for Aromatic Compounds - Gini, Lorenzini et al. - 1999
1 IV Girona Seninar on Molecular Similarity (context) - Benfenati, Grasso et al. - 1999
1 The expanding role of quantitative structure-activity relati.. (context) - Hansch, Hoekman et al. - 1995
1 Adaptive Fuzzy Partition in Data Base Mining (context) - Pintore, Ros et al. - 2001
1 Molecular Descriptor Selection Combining Genetic Algorithms .. (context) - Ros, Pintore et al. - 2001
Documents on the same site (http://www.elet.polimi.it/upload/gini/listpub-eng.html): More
Training through European Research Training Networks - - Analysis Of Imagetox (2002) (Correct)
Tuning Neural and Fuzzy-Neural Networks for Toxicity Modeling - Mazzatorta Benfenati Neagu (2003) (Correct)
Self Localization of Mobile Robots in Indoor Environment - Gini, Amigoni, Bonarini, .. (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