Personal information

Activities

Employment (7)

Politecnico di Milano: Milano, Lombardia, IT

1987-11-01 to present | Associate Professor (DEIB)
Employment
Source: Self-asserted source
Giuseppina Gini

Politecnico di Milano: Milano, Lombardia, IT

1981-11-01 to 1987-10-31 | Tenured Research Assistant (DEI)
Employment
Source: Self-asserted source
Giuseppina Gini

Stanford University School of Medicine: Stanford, CA, US

1984-02-01 to 1984-10-31 | Visiting scientist (NMR)
Employment
Source: Self-asserted source
Giuseppina Gini

Stanford University: Stanford, CA, US

1979-07-01 to 1981-10-31 | Visiting Scholar and Research Associate (SAIL)
Employment
Source: Self-asserted source
Giuseppina Gini

Politecnico di Milano: Milano, Lombardia, IT

1978-01-01 to 1979-07-30 | Research associate (Istituto di Elettrotecnica ed Elettronica)
Employment
Source: Self-asserted source
Giuseppina Gini

Stanford University: Stanford, CA, US

1976-09-01 to 1978-01-10 | Visiting Scholar and Research Assistant (SAIL)
Employment
Source: Self-asserted source
Giuseppina Gini

Politecnico di Milano: Milano, Lombardia, IT

1972-11-01 to 1976-08-31 | Research assistant (Istituto di Elettrotecnica ed Elettronica)
Employment
Source: Self-asserted source
Giuseppina Gini

Education and qualifications (1)

Università degli Studi di Milano: Milano, Lombardia, IT

1966-11-01 to 1972-04-21 | Master (Laurea) (Physics)
Education
Source: Self-asserted source
Giuseppina Gini

Professional activities (3)

Doerenkamp-Zbinden Foundation: Küsnacht, CH

Award for best poster at7th World Congress on Alternatives and Animal Testing in Life Science, Roma, 30 August-2 September 2009
Distinction
Source: Self-asserted source
Giuseppina Gini

Politecnico di Milano: Milano, Lombardia, IT

2012 | Fellow of ASP (Alta Scuola Politecnica), graduate school of excellence of Politecnico di Milano and Politecnico di Torino
Distinction
Source: Self-asserted source
Giuseppina Gini

NVIDIA Corp: Santa Clara, CA, US

2011 | NVIDIA Academic Partnership
Distinction
Source: Self-asserted source
Giuseppina Gini

Funding (5)

Development of a humanoid robot with neuromorphic control system for applications in household and public environments

2015 to 2018 | Contract
Nazarbayev University (Nur-Sultan, KZ)
Source: Self-asserted source
Giuseppina Gini

PROSIL

2013 to 2016 | Contract
European Commission (Bruxelles, BE)
Source: Self-asserted source
Giuseppina Gini

CALEIDOS

2013 to 2015 | Contract
European Commission (Bruxelles, BE)
GRANT_NUMBER:

LIFE11 ENV/IT/000295

Source: Self-asserted source
Giuseppina Gini

ANTARES

2010 to 2012 | Contract
European Commission (Bruxelles, BE)
Source: Self-asserted source
Giuseppina Gini

ORCHESTRA

2009 to 2011 | Contract
European Commission (Bruxelles, BE)
Source: Self-asserted source
Giuseppina Gini

Works (50)

Proceedings of the 19th International Conference on Informatics in Control, Automation and Robotics

SCITEPRESS
2022 | Edited book
Contributors: Giuseppina Gini; H. Nijmeijer; W. Burgard; D. P. Filev
Source: Self-asserted source
Giuseppina Gini

QSAR methods

G. Gini. “QSAR methods”, in E. Benfenati (ed) In silico methods for predicting drug toxicity, 2nd edition
2022 | Book chapter
Contributors: Giuseppina Gini
Source: Self-asserted source
Giuseppina Gini

Big data and deep learning: extracting and revising chemical knowledge from data

Big Data Analytics in Chemoinformatics and Bioinformatics
2022-12 | Book chapter
Contributors: Giuseppina Gini; Chiakang Hung; Emilio Benfenati
Source: Self-asserted source
Giuseppina Gini

Structures of Endocrine-Disrupting Chemicals Correlate with the Activation of 12 Classic Nuclear Receptors

Environ. Sci. Technol.
2021 | Journal article
Contributors: Giuseppina Gini; H. Tan; Q. Chen; H. Hong; E. Benfenati; X. Zhang ; H. Yu; W. Shi
Source: Self-asserted source
Giuseppina Gini

Structures of Endocrine-Disrupting Chemicals Correlate with the Activation of 12 Classic Nuclear Receptors

Environ. Sci. Technol.
2021 | Journal article
Contributors: Giuseppina Gini; H. Tan; Q. Chen; H. Hong; E. Benfenati; X. Zhang ; H. Yu; W. Shi
Source: Self-asserted source
Giuseppina Gini

QSAR modeling without descriptors using graph convolutional neural networks: the case of mutagenicity prediction

Molecular Diversity
2021-08-19 | Journal article
Contributors: Chiakang Hung; Giuseppina Gini
Source: check_circle
Crossref

Machine learning and deep learning methods in ecotoxicological QSAR modeling

Ecotoxicological QSARs
2020 | Book chapter
Source: Self-asserted source
Giuseppina Gini

The QSAR similarity principle in the deep learning era: Confirmation or revision?

Foundations of Chemistry
2020-10-15 | Journal article
Contributors: Giuseppina Gini
Source: check_circle
Crossref

Structures of endocrine-disrupting chemicals determine binding to and activation of the oestrogen receptor α(ERα) and androgen receptor (AR)

Environmental Science & Technology
2020-07-29 | Journal article
Contributors: Giuseppina Gini; H. Tan; X. Wang; H. Hong; E. Benfenati; J. P. Giesy; R. Kusko; X. Zhang; H. Yu; W. Shi
Source: Self-asserted source
Giuseppina Gini

A New QSAR Model for Acute Fish Toxicity based on Mined Structural Alerts

J Toxicol Risk Assess
2019 | Journal article
Contributors: Giuseppina Gini; Thomas Ferrari; Anna Lombardo; Antonio Cassano; Emilio Benfenati
Source: Self-asserted source
Giuseppina Gini

Could deep learning in neural networks improve the QSAR models?

SAR and QSAR in Environmental Research
2019 | Journal article
Source: Self-asserted source
Giuseppina Gini

A neuromorphic control architecture for a biped robot

Robotics and Autonomous Systems
2019-10 | Journal article
Part of ISSN: 0921-8890
Source: Self-asserted source
Giuseppina Gini

Integrating in silico models and read-across methods for predicting toxicity of chemicals: A step-wise strategy

Environment International
2019-10 | Journal article
Part of ISSN: 0160-4120
Source: Self-asserted source
Giuseppina Gini

Reasoning on objects and grasping using description logics

Advanced Robotics
2019-07-03 | Journal article
Part of ISSN: 0169-1864
Part of ISSN: 1568-5535
Source: Self-asserted source
Giuseppina Gini

A large comparison of integrated SAR/QSAR models of the Ames test for mutagenicity

2018 | Journal article
Source: Self-asserted source
Giuseppina Gini

QSAR: What Else?

Methods in Molecular Biology
2018 | Book chapter
Part of ISBN: 9781493978984
Part of ISBN: 9781493978991
Part of ISSN: 1064-3745
Part of ISSN: 1940-6029
Source: Self-asserted source
Giuseppina Gini

Computational Efficient Balance Control for a Lightweight Biped Robot with Sensor Based ZMP Estimation

IEEE-RAS 18th International Conference on Humanoid Robots
2018-11 | Conference paper
Source: Self-asserted source
Giuseppina Gini

A working memory model improves cognitive control in agents and robots

Cognitive Systems Research
2018-10 | Journal article
Contributors: Michele Persiani; Alessio Mauro Franchi; Giuseppina Gini
Source: check_circle
Crossref

A working memory model improves cognitive control in agents and robots

Cognitive Systems Research
2018-10 | Journal article
Source: Self-asserted source
Giuseppina Gini

Analysis and Comparison of Features and Algorithms to Classify Shoulder Movements From sEMG Signals

IEEE Sensors Journal
2018-05-01 | Journal article
Contributors: Diletta Rivela; Alessia Scannella; Esteban E. Pavan; Carlo A. Frigo; Paolo Belluco; Giuseppina Gini
Source: check_circle
Crossref

Advances in QSAR Modeling

Challenges and Advances in Computational Chemistry and Physics
2017 | Book
Part of ISSN: 2542-4491
Part of ISSN: 2542-4483
Source: Self-asserted source
Giuseppina Gini

QSAR Modeling useful in Anti-Cancer Drug Discovery: Prediction of V600 EBRAF-Dependent P-ERK using Monte Carlo Method

Journal of Medical Chemistry and Toxicology
2017 | Journal article
Source: Self-asserted source
Giuseppina Gini

ToxDelta: A new program to assess how dissimilarity affects the effect of chemical substances

Drug Designing
2017 | Journal article
Source: Self-asserted source
Giuseppina Gini

From learning to new goal generation in a bioinspired robotic setup

Advanced Robotics
2016-06-17 | Journal article
Part of ISSN: 0169-1864
Part of ISSN: 1568-5535
Source: Self-asserted source
Giuseppina Gini

Results of a round-robin exercise on read-across

SAR and QSAR in Environmental Research
2016-05-03 | Journal article
Part of ISSN: 1062-936X
Part of ISSN: 1029-046X
Source: Self-asserted source
Giuseppina Gini

New clues on carcinogenicity-related substructures derived from mining two large datasets of chemical compounds

Journal of Environmental Science and Health, Part C
2016-04-02 | Journal article
Part of ISSN: 1059-0501
Part of ISSN: 1532-4095
Source: Self-asserted source
Giuseppina Gini

A new in silico classification model for ready biodegradability, based on molecular fragments

Chemosphere
2014-08 | Journal article
Source: check_circle
Crossref

CORAL: Quantitative structure-activity relationship models for estimating toxicity of organic compounds in rats

Journal of Computational Chemistry
2011 | Journal article
Source: Self-asserted source
Giuseppina Gini

A biomimetic upper body for humanoids

ISR/ROBOTIK 2010, Proceedings for the joint conference of ISR 2010 (41st Internationel Symposium on Robotics) und ROBOTIK 2010 (6th German Conference on Robotics), 7-9 June 2010, Munich, Germany - Parallel to AUTOMATICA
2010 | Conference paper
Source: Self-asserted source
Giuseppina Gini

ISR/ROBOTIK 2010, Proceedings for the joint conference of ISR 2010 (41st Internationel Symposium on Robotics) und ROBOTIK 2010 (6th German Conference on Robotics), 7-9 June 2010, Munich, Germany - Parallel to AUTOMATICA

2010 | Conference paper
Part of ISBN: 978-3-8007-3273-9
Source: Self-asserted source
Giuseppina Gini

Guest Editorial: an Artificial Intelligence Miscellanea, Remembering Marco Somalvico

Applied Artificial Intelligence
2009 | Journal article
Source: Self-asserted source
Giuseppina Gini

Guest Editorial: Marco Somalvico Memorial Issue

Computational Intelligence
2009 | Journal article
Source: Self-asserted source
Giuseppina Gini

Guest editorial: Marco Somalvico memorial issue

Ann. Math. Artif. Intell.
2008 | Journal article
Source: Self-asserted source
Giuseppina Gini

Guest Editorial: Papers in Sensing and in Reasoning (Marco Somalvico Memorial Issue)

Cybernetics and Systems
2008 | Journal article
Source: Self-asserted source
Giuseppina Gini
grade
Preferred source (of 2)‎

E-Modelling: Foundations and Cases for Applying AI to Life Sciences

International Journal on Artificial Intelligence Tools
2007 | Journal article
Source: Self-asserted source
Giuseppina Gini

Biomimetic Neural Learning for Intelligent Robots - Intelligent Systems, Cognitive Robotics, and Neuroscience

2005 | Conference paper
Part of ISBN: 3-540-27440-5
Source: Self-asserted source
Giuseppina Gini

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
2005 | Journal article
Source: Self-asserted source
Giuseppina Gini

LARP, Biped Robotics Conceived as Human Modelling

Biomimetic Neural Learning for Intelligent Robots - Intelligent Systems, Cognitive Robotics, and Neuroscience
2005 | Conference paper
Source: Self-asserted source
Giuseppina Gini

4th IEEE/RAS International Conference on Humanoid Robots, Humanoids 2004, Santa Monica, CA, USA, November 10-12, 2004

2004 | Conference paper
Part of ISBN: 0-7803-8863-1
Source: Self-asserted source
Giuseppina Gini

Advanced steps in biped robotics: innovative design and intuitive control through spring-damper actuator

4th IEEE/RAS International Conference on Humanoid Robots, Humanoids 2004, Santa Monica, CA, USA, November 10-12, 2004.
2004 | Conference paper
Source: Self-asserted source
Giuseppina Gini

Multiclass Classifier From A Combination Of Local Experts: Toward Distributed Computation For Real-Problem Classifiers

IJPRAI
2004 | Journal article
Source: Self-asserted source
Giuseppina Gini

The Importance of Scaling in Data Mining for Toxicity Prediction

Journal of Chemical Information and Computer Sciences
2002 | Journal article
Source: Self-asserted source
Giuseppina Gini

Mixing a Symbolic and a Subsymbolic Expert to Improve Carcinogenicity Prediction of Aromatic Compounds

Multiple Classifier Systems, Second International Workshop, MCS 2001 Cambridge, UK, July 2-4, 2001, Proceedings
2001 | Conference paper
Source: Self-asserted source
Giuseppina Gini

Multiple Classifier Systems, Second International Workshop, MCS 2001 Cambridge, UK, July 2-4, 2001, Proceedings

2001 | Conference paper
Part of ISBN: 3-540-42284-6
Source: Self-asserted source
Giuseppina Gini

Clustering and classification techniques to assess aquatic toxicity

Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, KES 2000, Brighton, UK, 30 August - 1 September 2000, Proceedings, 2 Volumes
2000 | Conference paper
Source: Self-asserted source
Giuseppina Gini

Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, KES 2000, Brighton, UK, 30 August - 1 September 2000, Proceedings, 2 Volumes

2000 | Conference paper
Part of ISBN: 0-7803-6400-7
Source: Self-asserted source
Giuseppina Gini

Predictive Toxicology Results Integrating Different AI Paradigms: The Carcinogenicity Case

Proceedings of the Third ICSC Symposia on Intelligent Industrial Automation (IIA'99) and Soft Computing (SOCO'99), June 1-4, 1999, Genova, Italy
1999 | Conference paper
Source: Self-asserted source
Giuseppina Gini

Proceedings of the Third ICSC Symposia on Intelligent Industrial Automation (IIA'99) and Soft Computing (SOCO'99), June 1-4, 1999, Genova, Italy

1999 | Conference paper
Part of ISBN: 3-906454-16-9
Source: Self-asserted source
Giuseppina Gini

Dealing with World-Model-Based Programs

ACM Trans. Program. Lang. Syst.
1985 | Journal article
Source: Self-asserted source
Giuseppina Gini

Interactive Development of Object Handling Programs

Comput. Lang.
1982 | Journal article
Source: Self-asserted source
Giuseppina Gini

Peer review (31 reviews for 10 publications/grants)

Review activity for Chemosphere. (1)
Review activity for Cognitive neurodynamics. (1)
Review activity for Communications biology. (1)
Review activity for Ecotoxicology and environmental safety. (2)
Review activity for International journal of quantitative structure-property relationships. (5)
Review activity for Molecular diversity. (8)
Review activity for Neural computing & applications. (10)
Review activity for Next research. (1)
Review activity for Prosthesis (1)
Review activity for Robotics and autonomous systems. (1)