Prof Giuseppina Carla Gini
Politecnico di Milano
Consultant, Engineering & Technology
Italy
My co-authors include
Dr Emilio Benfenati
azadi Golbamaki
Dr Andrey A. Toropov
My Publications
Correction to Structures of Endocrine-Disrupting Chemicals Determine Binding to and Act...
Environmental Science & Technology
February 2022
Structures of Endocrine-Disrupting Chemicals Correlate with the Activation of 12 Classi...
Environmental Science & Technology
December 2021
QSAR modeling without descriptors using graph convolutional neural networks: the case o...
Molecular Diversity
June 2021
Structures of Endocrine-Disrupting Chemicals Determine Binding to and Activation of the...
Environmental Science & Technology
July 2020
Can chemical similarity be computed by deep learning?
Foundations of Chemistry
July 2020
Machine Learning and Deep Learning Methods in Ecotoxicological QSAR Modeling
January 2020
A New QSAR Model for Acute Fish Toxicity based on Mined Structural Alerts
Journal of Toxicology and Risk Assessment
December 2019
A neuromorphic control architecture for a biped robot
Robotics and Autonomous Systems
October 2019
Integrating in silico models and read-across methods for predicting toxicity of chemica...
Environment International
October 2019
Could deep learning in neural networks improve the QSAR models?
SAR and QSAR in Environmental Research
August 2019
Constructing knowledge bases for robots
Advanced Robotics
July 2019
A robot cognitive model learns which action to select
Cognitive Systems Research
October 2018
Programs that predict mutagenicity of chemical compouds and their integration
SAR and QSAR in Environmental Research
July 2018
Classify shoulder movements from sEMG signals
IEEE Sensors Journal
May 2018
QSAR: What Else?
January 2018
Advances in QSAR Modeling
January 2017
Comparing expert read-across predictions
SAR and QSAR in Environmental Research
May 2016
From learning to new goal generation in a bioinspired robotic setup
Advanced Robotics
April 2016
New clues on carcinogenicity-related substructures derived from mining two large datase...
Journal of Environmental Science and Health Part C
March 2016
ToxRead: A tool to assist in read across and its use to assess mutagenicity of chemicals
SAR and QSAR in Environmental Research
December 2014
Molecular substructures linked to ready biodegradability of chemicals
Chemosphere
August 2014
Automatic knowledge extraction from chemical structures: the case of mutagenicity predi...
SAR and QSAR in Environmental Research
May 2013
CORAL: Quantitative structure-activity relationship models for estimating toxicity of o...
Journal of Computational Chemistry
June 2011
Mining toxicity structural alerts from SMILES: A new way to derive Structure Activity R...
April 2011
ChemInform Abstract: The Importance of Scaling in Data Mining for Toxicity Prediction.
ChemInform
May 2010
GUEST EDITORIAL: MARCO SOMALVICO MEMORIAL ISSUE
Computational Intelligence
May 2009
GUEST EDITORIAL: AN ARTIFICIAL INTELLIGENCE MISCELLANEA, REMEMBERING MARCO SOMALVICO
Applied Artificial Intelligence
March 2009
Guest editorial: Marco Somalvico memorial issue
Annals of Mathematics and Artificial Intelligence
December 2008
GUEST EDITORIAL: PAPERS IN SENSING AND IN REASONING (MARCO SOMALVICO MEMORIAL ISSUE)
Cybernetics & Systems
May 2008
E-MODELLING: FOUNDATIONS AND CASES FOR APPLYING AI TO LIFE SCIENCES
International Journal on Artificial Intelligence Tools
April 2007
Description of the Electronic Structure of Organic Chemicals Using Semiempirical and Ab...
Journal of Chemical Information and Modeling
January 2005
LARP, Biped Robotics Conceived as Human Modelling
January 2005
MULTICLASS CLASSIFIER FROM A COMBINATION OF LOCAL EXPERTS: TOWARD DISTRIBUTED COMPUTATI...
International Journal of Pattern Recognition and Artificial Intelligence
August 2004
Database mining with adaptive fuzzy partition: Application to the prediction of pestici...
Environmental Toxicology and Chemistry
May 2003
The Importance of Scaling in Data Mining for Toxicity Prediction
Journal of Chemical Information and Computer Sciences
September 2002
Mixing a Symbolic and a Subsymbolic Expert to Improve Carcinogenicity Prediction of Aro...
January 2001
Robotic programs for manipulation can use a frame-based model of the world
ACM Transactions on Programming Languages and Systems
April 1985
Interactive development of object handling programs
Computer Languages
January 1982
Advanced steps in biped robotics: innovative design and intuitive control through sprin...
Clustering and classification techniques to assess aquatic toxicity
