Emilio Benfenati

2007
31	EE	Andrey A. Toropov, Emilio Benfenati: SMILES as an alternative to the graph in QSAR modelling of bee toxicity. Computational Biology and Chemistry 31(1): 57-60 (2007)
30	EE	Giuseppina C. Gini, Emilio Benfenati: E-Modelling: Foundations and Cases for Applying AI to Life Sciences. International Journal on Artificial Intelligence Tools 16(2): 243-268 (2007)
2006
29	EE	Uko Maran, Sulev Sild, Paolo Mazzatorta, Mosé Casalegno, Emilio Benfenati, Mathilde Romberg: Grid Computing for the Estimation of Toxicity: Acute Toxicity on Fathead Minnow (Pimephales promelas). GCCB 2006: 60-74
28	EE	Frank Lemke, Emilio Benfenati, Johann-Adolf Müller: Data-driven modeling and prediction of acute toxicity of pesticide residues. SIGKDD Explorations 8(1): 71-79 (2006)
2005
27	EE	Sulev Sild, Uko Maran, Mathilde Romberg, Bernd Schuller, Emilio Benfenati: OpenMolGRID: Using Automated Workflows in GRID Computing Environment. EGC 2005: 464-473
26	EE	Tatiana I. Netzeva, Aynur O. Aptula, Emilio Benfenati, Mark T. D. Cronin, Giuseppina C. Gini, Iglika Lessigiarska, Uko Maran, Marjan Vracko, Gerrit Schüürmann: Description of the Electronic Structure of Organic Chemicals Using Semiempirical and Ab Initio Methods for Development of Toxicological QSARs. Journal of Chemical Information and Modeling 45(1): 106-114 (2005)
25	EE	Martin Smiesko, Emilio Benfenati: Thermodynamic Descriptors Derived from Density Functional Theory Calculations in Prediction of Aquatic Toxicity. Journal of Chemical Information and Modeling 45(2): 379-385 (2005)
24	EE	Filip Fratev, Emilio Benfenati: 3D-QSAR and Molecular Mechanics Study for the Differences in the Azole Activity against Yeastlike and Filamentous Fungi and Their Relation to P450DM Inhibition. 1. 3-Substituted-4(3H)-quinazolinones. Journal of Chemical Information and Modeling 45(3): 634-644 (2005)
23	EE	Paolo Mazzatorta, Martin Smiesko, Elena Lo Piparo, Emilio Benfenati: QSAR Model for Predicting Pesticide Aquatic Toxicity. Journal of Chemical Information and Modeling 45(6): 1767-1774 (2005)
2004
22		Jesús A. López, Emilio Benfenati, Werner Dubitzky: Knowledge Exploration in Life Science Informatics, International Symposium,KELSI 2004, Milan, Italy, November 25-26, 2004, Proceedings Springer 2004
21	EE	Frank Lemke, Johann-Adolf Müller, Emilio Benfenati: Modelling and Prediction of Toxicity of Environmental Pollutants. KELSI 2004: 221-234
20	EE	Emilio Benfenati: Modelling Aquatic Toxicity with Advanced Computational Techniques: Procedures to Standardize Data and Compare Models. KELSI 2004: 235-248
19		Paolo Mazzatorta, Emilio Benfenati, Bernd Schuller, Mathilde Romberg, Damian McCourt, Werner Dubitzky, Sulev Sild, Mati Karelson, Ákos Papp, István Bágyi, Ferenc Darvas: OpenMolGRIND: Molecular Science and Engineering in a Grid Context. PDPTA 2004: 775-779
18	EE	Christoph König, Giuseppina C. Gini, Marian Viorel Craciun, Emilio Benfenati: Multiclass Classifier From A Combination Of Local Experts: Toward Distributed Computation For Real-Problem Classifiers. IJPRAI 18(5): 801-817 (2004)
17	EE	Paolo Mazzatorta, Emilio Benfenati, Paola Lorenzini, Marco Vighi: QSAR in Ecotoxicity: An Overview of Modern Classification Techniques. Journal of Chemical Information and Modeling 44(1): 105-112 (2004)
16	EE	Alessandra Roncaglioni, Marjana Novic, Marjan Vracko, Emilio Benfenati: Classification of Potential Endocrine Disrupters on the Basis of Molecular Structure Using a Nonlinear Modeling Method. Journal of Chemical Information and Modeling 44(2): 300-309 (2004)
15	EE	Martin Smiesko, Emilio Benfenati: Predictive Models for Aquatic Toxicity of Aldehydes Designed for Various Model Chemistries. Journal of Chemical Information and Modeling 44(3): 976-984 (2004)
14	EE	Giuseppina C. Gini, Marian Viorel Craciun, Christoph König, Emilio Benfenati: Combining Unsupervised and Supervised Artificial Neural Networks to PredictAquatic Toxicity. Journal of Chemical Information and Modeling 44(6): 1897-1902 (2004)
2003
13		Damian McCourt, Jesús A. López, Emilio Benfenati, Paolo Mazzatorta, Mathilde Romberg, Bernd Schuller, Werner Dubitzky: Towards and Intelligent Data Type for Toxicity. IC-AI 2003: 328-334
12	EE	Paolo Mazzatorta, Marjan Vracko, Aneta Jezierska, Emilio Benfenati: Modeling Toxicity by Using Supervised Kohonen Neural Networks. Journal of Chemical Information and Computer Sciences 43(2): 485-492 (2003)
11	EE	Paolo Mazzatorta, Emilio Benfenati, Ciprian-Daniel Neagu, Giuseppina C. Gini: Tuning Neural and Fuzzy-Neural Networks for Toxicity Modeling. Journal of Chemical Information and Computer Sciences 43(2): 513-518 (2003)
10		Paolo Mazzatorta, Marjan Vracko, Emilio Benfenati: ANVAS: Artificial Neural Variables Adaptation System for descriptor selection. Journal of Computer-Aided Molecular Design 17(5-6): 335-346 (2003)
2002
9		Ciprian-Daniel Neagu, Emilio Benfenati, Giuseppina C. Gini, Paolo Mazzatorta, Alessandra Roncaglioni: Neuro-Fuzzy Knowledge Representation for Toxicity Prediction of Organic Compounds. ECAI 2002: 498-502
8	EE	Emilio Benfenati, Paolo Mazzatorta, Daniel Neagu, Giuseppina C. Gini: Combining Classifiers of Pesticides Toxicity through a Neuro-fuzzy Approach. Multiple Classifier Systems 2002: 293-303
7		Giuseppina C. Gini, Emilio Benfenati: Results from a Data Mining Approach to Predictive Toxicology. The Case of Pesticides Data. PRIS 2002: 114-123
6	EE	Paolo Mazzatorta, Emilio Benfenati, Daniel Neagu, Giuseppina C. Gini: The Importance of Scaling in Data Mining for Toxicity Prediction. Journal of Chemical Information and Computer Sciences 42(5): 1250-1255 (2002)
2001
5	EE	Giuseppina C. Gini, Marco Lorenzini, Emilio Benfenati, Raffaella Brambilla, Luca Malvé: Mixing a Symbolic and a Subsymbolic Expert to Improve Carcinogenicity Prediction of Aromatic Compounds. Multiple Classifier Systems 2001: 126-135
4	EE	Alan R. Katritzky, Ruslan Petrukhin, Douglas B. Tatham, Subhash C. Basak, Emilio Benfenati, Mati Karelson, Uko Maran: Interpretation of Quantitative Structure-Property and -Activity Relationships. Journal of Chemical Information and Computer Sciences 41(3): 679-685 (2001)
2000
3	EE	Giuseppina C. Gini, Emilio Benfenati, Daniel Boley: Clustering and classification techniques to assess aquatic toxicity. KES 2000: 166-172
1999
2		Giuseppina C. Gini, Emilio Benfenati, Paola Grasso, Marco Lorenzini: Predictive Toxicology Results Integrating Different AI Paradigms: The Carcinogenicity Case. IIA/SOCO 1999
1	EE	Giuseppina C. Gini, Marco Lorenzini, Emilio Benfenati, Paola Grasso, Maurizio Bruschi: Predictive Carcinogenicity: A Model for Aromatic Compounds, with Nitrogen-Containing Substituents, Based on Molecular Descriptors Using an Artificial Neural Network. Journal of Chemical Information and Computer Sciences 39(6): 1076-1080 (1999)

Coauthor Index

1	Aynur O. Aptula	[26]
2	István Bágyi	[19]
3	Subhash C. Basak	[4]
4	Daniel Boley	[3]
5	Raffaella Brambilla	[5]
6	Maurizio Bruschi	[1]
7	Mosé Casalegno	[29]
8	Marian Viorel Craciun	[14] [18]
9	Mark T. D. Cronin	[26]
10	Ferenc Darvas	[19]
11	Werner Dubitzky	[13] [19] [22]
12	Filip Fratev	[24]
13	Giuseppina C. Gini	[1] [2] [3] [5] [6] [7] [8] [9] [11] [14] [18] [26] [30]
14	Paola Grasso	[1] [2]
15	Aneta Jezierska	[12]
16	Mati Karelson	[4] [19]
17	Alan R. Katritzky	[4]
18	Christoph König	[14] [18]
19	Frank Lemke	[21] [28]
20	Iglika Lessigiarska	[26]
21	Jesús A. López	[13] [22]
22	Marco Lorenzini	[1] [2] [5]
23	Paola Lorenzini	[17]
24	Luca Malvé	[5]
25	Uko Maran	[4] [26] [27] [29]
26	Paolo Mazzatorta	[6] [8] [9] [10] [11] [12] [13] [17] [19] [23] [29]
27	Damian McCourt	[13] [19]
28	Johann-Adolf Müller	[21] [28]
29	Ciprian-Daniel Neagu	[9] [11]
30	Daniel Neagu	[6] [8]
31	Tatiana I. Netzeva	[26]
32	Marjana Novic	[16]
33	Ákos Papp	[19]
34	Ruslan Petrukhin	[4]
35	Elena Lo Piparo	[23]
36	Mathilde Romberg	[13] [19] [27] [29]
37	Alessandra Roncaglioni	[9] [16]
38	Bernd Schuller	[13] [19] [27]
39	Gerrit Schüürmann	[26]
40	Sulev Sild	[19] [27] [29]
41	Martin Smiesko	[15] [23] [25]
42	Douglas B. Tatham	[4]
43	Andrey A. Toropov	[31]
44	Marco Vighi	[17]
45	Marjan Vracko	[10] [12] [16] [26]

Colors in the list of coauthors