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1

A Survey of Methods for Explaining Black Box Models

Guidotti, Riccardo, Monreale, Anna, Ruggieri, Salvatore, Turini, Franco, Giannotti, Fosca, Pedreschi, Dino

Journal:

ACM Computing Surveys

Year:

2018

Language:

english

File:

PDF, 3.84 MB

english, 2018

2

Bias in dataâdriven artificial intelligence systemsâAn introductory survey

Ntoutsi, Eirini, Fafalios, Pavlos, Gadiraju, Ujwal, Iosifidis, Vasileios, Nejdl, Wolfgang, Vidal, MariaâEsther, Ruggieri, Salvatore, Turini, Franco, Papadopoulos, Symeon, Krasanakis, Emmanouil, Komp

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2020

Language:

english

File:

PDF, 1.91 MB

english, 2020

3

A transformational approach to negation in logic programming

Roberto Barbuti, Paolo Mancarella, Dino Pedreschi, Franco Turini

Journal:

The Journal of Logic Programming

Year:

1990

Language:

english

File:

PDF, 1.86 MB

english, 1990

4

Mining Bayesian networks out of ontologies

Bellandi Andrea, Turini Franco

Journal:

Journal of Intelligent Information Systems

Year:

2012

Language:

english

File:

PDF, 870 KB

english, 2012

5

[Lecture Notes in Computer Science] AI*IA 2003: Advances in Artificial Intelligence Volume 2829 || A Simulation-Based Decision Support System for Forest Fire Fighting

Cappelli, Amedeo, Turini, Franco

Year:

2003

Language:

english

File:

PDF, 459 KB

english, 2003

6

Survey on using constraints in data mining

Grossi, Valerio, Romei, Andrea, Turini, Franco

Journal:

Data Mining and Knowledge Discovery

Year:

2017

Language:

english

File:

PDF, 945 KB

english, 2017

7

KDDML: A middleware language and system for knowledge discovery in databases

Andrea Romei, Salvatore Ruggieri, Franco Turini

Journal:

Data & Knowledge Engineering

Year:

2006

Language:

english

File:

PDF, 2.05 MB

english, 2006

8

XML data mining

Andrea Romei, Franco Turini

Journal:

Software: Practice and Experience

Year:

2010

Language:

english

File:

PDF, 1.32 MB

english, 2010

9

Integrating induction and deduction for finding evidence of discrimination

Salvatore Ruggieri, Dino Pedreschi, Franco Turini

Journal:

Artificial Intelligence and Law

Year:

2010

Language:

english

File:

PDF, 2.21 MB

english, 2010

10

[Lecture Notes in Computer Science] AI*IA 2003: Advances in Artificial Intelligence Volume 2829 || Robotics and AI: From Intelligent Robots to Neuro-robotics

Cappelli, Amedeo, Turini, Franco

Year:

2003

Language:

english

File:

PDF, 33 KB

english, 2003

11

[ACM Press the 14th ACM SIGKDD international conference - Las Vegas, Nevada, USA (2008.08.24-2008.08.27)] Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD 08 - Discrimination-aware data mining

Pedreshi, Dino, Ruggieri, Salvatore, Turini, Franco

Year:

2008

Language:

english

File:

PDF, 261 KB

english, 2008

12

[IEEE 2008 12th International IEEE Enterprise Distributed Object Computing Conference (EDOC) - Munich, Germany (2008.09.15-2008.09.19)] 2008 12th International IEEE Enterprise Distributed Object Computing Conference - Ontology-Based Business Plan Classification

Baglioni, Miriam, Bellandi, Andrea, Furletti, Barbara, Spinsanti, Laura, Turini, Franco

Year:

2008

Language:

english

File:

PDF, 1.12 MB

english, 2008

13

[IEEE 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Campus des Cordeliers, Paris, France (2015.10.19-2015.10.21)] 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - The layered structure of company share networks

Romei, Andrea, Ruggieri, Salvatore, Turini, Franco

Year:

2015

Language:

english

File:

PDF, 1.26 MB

english, 2015

14

Meaningful Explanations of Black Box AI Decision Systems

Pedreschi, Dino, Giannotti, Fosca, Guidotti, Riccardo, Monreale, Anna, Ruggieri, Salvatore, Turini, Franco

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2019

Language:

english

File:

PDF, 186 KB

english, 2019

15

Factual and Counterfactual Explanations for Black Box Decision Making

Guidotti, Riccardo, Monreale, Anna, Giannotti, Fosca, Pedreschi, Dino, Ruggieri, Salvatore, Turini, Franco

Journal:

IEEE Intelligent Systems

Year:

2019

File:

PDF, 2.40 MB

2019

16

Inhibition of Amine Oxidases Activity by 1-Acetyl-3,5-diphenyl-4,5-dihydro-(1H)-pyrazole Derivatives.

Fedele Manna, Franco Chimenti, Adrianna Bolasco, Daniela Secci, Bruna Bizzarri, Olivia Befani, Paola Turini, Bruno Mondovi, Stefano Alcaro, Andrea Tafi

Journal:

Year:

2003

Language:

english

File:

PDF, 115 KB

english, 2003

17

Inhibition of Monoamine Oxidases by Coumarin-3-acyl Derivatives: Biological Activity and Computational Study.

Franco Chimenti, Daniela Secci, Adriana Bolasco, Paola Chimenti, Arianna Granese, Olivia Befani, Paola Turini, Stefano Alcaro, Francesco Ortuso

Journal:

Year:

2004

Language:

english

File:

PDF, 17 KB

english, 2004

18

KDDML-G: a grid-enabled knowledge discovery system

Andrea Romei, Matteo Sciolla, Franco Turini, Marlis Valentini

Journal:

Concurrency and Computation: Practice and Experience

Year:

2007

Language:

english

File:

PDF, 1.78 MB

english, 2007

19

Symbolic evaluation with structural recursive symbolic constants

Fosca Giannotti, Attilio Matteucci, Dino Pedreschi, Franco Turini

Journal:

Science of Computer Programming

Year:

1987

Language:

english

File:

PDF, 930 KB

english, 1987

20

Fully abstract compositional semantics for an algebra of logic programs

Antonio Brogi, Franco Turini

Journal:

Theoretical Computer Science

Year:

1995

Language:

english

File:

PDF, 1.89 MB

english, 1995

21

Synthesis, molecular modeling studies, and selective inhibitory activity against monoamine oxidase of N,N′-bis[2-oxo-2H-benzopyran]-3-carboxamides

Franco Chimenti, Daniela Secci, Adriana Bolasco, Paola Chimenti, Arianna Granese, Simone Carradori, Olivia Befani, Paola Turini, Stefano Alcaro, Francesco Ortuso

Journal:

Bioorganic & Medicinal Chemistry Letters

Year:

2006

Language:

english

File:

PDF, 310 KB

english, 2006

22

Synthesis, molecular modeling studies and selective inhibitory activity against MAO of N1-propanoyl-3,5-diphenyl-4,5-dihydro-(1H)-pyrazole derivatives

Franco Chimenti, Rossella Fioravanti, Adriana Bolasco, Fedele Manna, Paola Chimenti, Daniela Secci, Francesca Rossi, Paola Turini, Francesco Ortuso, Stefano Alcaro, Maria Cristina Cardia

Journal:

European Journal of Medicinal Chemistry

Year:

2008

Language:

english

File:

PDF, 277 KB

english, 2008

23

Information management in context trees

Carlo Montangero, Giuliano Pacini, Maria Simi, Franco Turini

Journal:

Acta Informatica

Year:

1978

Language:

english

File:

PDF, 459 KB

english, 1978

24

Abstractions of control environments

Journal:

BIT Numerical Mathematics

Year:

1983

Language:

english

File:

PDF, 971 KB

english, 1983

25

CT colonography versus double-contrast barium enema for screening of colorectal cancer: comparison of radiation burden

Emanuele Neri, Lorenzo Faggioni, Francesca Cerri, Francesca Turini, Simone Angeli, Lorenzo Cini, Franco Perrone, Fabio Paolicchi, Carlo Bartolozzi

Journal:

Abdominal Imaging

Year:

2010

Language:

english

File:

PDF, 419 KB

english, 2010

26

Inductive database languages: requirements and examples

Andrea Romei, Franco Turini

Journal:

Knowledge and Information Systems

Year:

2011

Language:

english

File:

PDF, 1023 KB

english, 2011

27

Stream mining: a novel architecture for ensemble-based classification

Valerio Grossi, Franco Turini

Journal:

Knowledge and Information Systems

Year:

2012

Language:

english

File:

PDF, 1.23 MB

english, 2012

28

Knowledge discovery from spatial transactions

Salvatore Rinzivillo, Franco Turini

Journal:

Journal of Intelligent Information Systems

Year:

2007

Language:

english

File:

PDF, 682 KB

english, 2007

29

Inhibition of monoamine oxidases by coumarin-3-acyl derivatives: biological activity and computational study

Franco Chimenti, Daniela Secci, Adriana Bolasco, Paola Chimenti, Arianna Granese, Olivia Befani, Paola Turini, Stefano Alcaro, Francesco Ortuso

Journal:

Bioorganic & Medicinal Chemistry Letters

Year:

2004

Language:

english

File:

PDF, 344 KB

english, 2004

30

Inhibition of amine oxidases activity by 1-acetyl-3,5-diphenyl-4,5-dihydro-(1H)-pyrazole derivatives

Fedele Manna, Franco Chimenti, Adriana Bolasco, Daniela Secci, Bruna Bizzarri, Olivia Befani, Paola Turini, Bruno Mondovı̀, Stefano Alcaro, Andrea Tafi

Journal:

Bioorganic & Medicinal Chemistry Letters

Year:

2002

Language:

english

File:

PDF, 202 KB

english, 2002

31

Prognostic Evaluation of QT-Dispersion in Elderly Hypertensive and Normotensive Patients

STAVROS DIMOPOULOS, FRANCO NICOSIA, DANIELE TURINI, ROBERTO ZULLI

Journal:

Pacing and Clinical Electrophysiology

Year:

2009

Language:

english

File:

PDF, 133 KB

english, 2009

32

Synthesis and Molecular Modelling of Novel Substituted-4,5-dihydro-(1H)-pyrazole Derivatives as Potent and Highly Selective Monoamine Oxidase-A Inhibitors

Franco Chimenti, Adriana Bolasco, Fedele Manna, Daniela Secci, Paola Chimenti, Arianna Granese, Olivia Befani, Paola Turini, Stefano Alcaro, Francesco Ortuso

Journal:

Chemical Biology & Drug Design

Year:

2006

Language:

english

File:

PDF, 323 KB

english, 2006

33

Synthesis and Selective Inhibitory Activity of 1-Acetyl-3,5-diphenyl-4,5-dihydro-(1H)-pyrazole Derivatives against Monoamine Oxidase

Chimenti, Franco, Bolasco, Adriana, Manna, Fedele, Secci, Daniela, Chimenti, Paola, Befani, Olivia, Turini, Paola, Giovannini, Valentina, Mondovì, Bruno, Cirilli, Roberto

Journal:

Journal of Medicinal Chemistry

Year:

2004

Language:

english

File:

PDF, 112 KB

english, 2004

34

[Lecture Notes in Computer Science] Logic Program Synthesis and Transformation — Meta-Programming in Logic Volume 883 || Introspective metatheoretic reasoning

Fribourg, Laurent, Turini, Franco

Year:

1994

Language:

english

File:

PDF, 829 KB

english, 1994

35

Semantics of production systems

Giuliano Pacini, Franco Turini

Journal:

Information and Computation

Year:

1987

Language:

english

File:

PDF, 738 KB

english, 1987

36

A framework for specifying and verifying the behaviour of open systems

Andrea Bracciali, Antonio Brogi, Franco Turini

Journal:

The Journal of Logic and Algebraic Programming

Year:

2005

Language:

english

File:

PDF, 579 KB

english, 2005

37

Dynamic composition of parameterised logic modules

Antonio Brogi, Chiara Renso, Franco Turini

Journal:

Computer Languages

Year:

1999

Language:

english

File:

PDF, 190 KB

english, 1999

38

The Activation of β-Galactosidase by Divalent and Monovalent Cations : Transient- and Steady-State Studies

Roberto Strom, Domenica Gandini Attardi, Sture ForsÉN, Paola Turini, Franco Celada, Eraldo Antonini

Journal:

Year:

1971

Language:

english

File:

PDF, 612 KB

english, 1971

39

Increased prevalence of silent myocardial ischaemia and severe ventricular arrhythmias in untreated patients with Alzheimer's disease and mild cognitive impairment without overt coronary artery disease

Roberto Zulli, Franco Nicosia, Barbara Borroni, Chiara Agosti, Paola Prometti, Paolo Donati, Massimiliano De Vecchi, Daniele Turini, Giuseppe Romanelli, Vittorio Grassi, Alessandro Padovani

Journal:

Clinical Neurology and Neurosurgery

Year:

2008

Language:

english

File:

PDF, 108 KB

english, 2008

40

Synthesis, Molecular Modeling Studies, and Selective Inhibitory Activity against Monoamine Oxidase of 1-Thiocarbamoyl-3,5-diaryl-4,5-dihydro-(1 H )- pyrazole Derivatives

Chimenti, Franco, Maccioni, Elias, Secci, Daniela, Bolasco, Adriana, Chimenti, Paola, Granese, Arianna, Befani, Olivia, Turini, Paola, Alcaro, Stefano, Ortuso, Francesco, Cirilli, Roberto, La Torre, F

Journal:

Journal of Medicinal Chemistry

Year:

2005

Language:

english

File:

PDF, 691 KB

english, 2005

41

[Lecture Notes in Computer Science] AI*IA 2003: Advances in Artificial Intelligence Volume 2829 || Preprocessing and Mining Web Log Data for Web Personalization

Cappelli, Amedeo, Turini, Franco

Year:

2003

Language:

english

File:

PDF, 292 KB

english, 2003

42

Monoamine Oxidase Isoform-Dependent Tautomeric Influence in the Recognition of 3,5-Diaryl Pyrazole Inhibitors

Chimenti, Franco, Fioravanti, Rossella, Bolasco, Adriana, Manna, Fedele, Chimenti, Paola, Secci, Daniela, Befani, Olivia, Turini, Paola, Ortuso, Francesco, Alcaro, Stefano

Journal:

Journal of Medicinal Chemistry

Year:

2007

Language:

english

File:

PDF, 117 KB

english, 2007

43

[IEEE 2007 Seventh IEEE International Conference on Data Mining - Workshops (ICDM Workshops) - Omaha, NE, USA (2007.10.28-2007.10.31)] Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007) - Time-Annotated Sequences for Medical Data Mining

Berlingerio, Michele, Bonchi, Francesco, Giannotti, Fosca, Turini, Franco

Year:

2007

Language:

english

File:

PDF, 160 KB

english, 2007

44

Discrimination discovery in scientific project evaluation: A case study

Romei, Andrea, Ruggieri, Salvatore, Turini, Franco

Journal:

Expert Systems with Applications

Year:

2013

Language:

english

File:

PDF, 2.03 MB

english, 2013

45

Selective Inhibitory Activity against MAO and Molecular Modeling Studies of 2-Thiazolylhydrazone Derivatives

Chimenti, Franco, Maccioni, Elias, Secci, Daniela, Bolasco, Adriana, Chimenti, Paola, Granese, Arianna, Befani, Olivia, Turini, Paola, Alcaro, Stefano, Ortuso, Francesco, Cardia, Maria C., Distinto, S

Journal:

Journal of Medicinal Chemistry

Year:

2007

Language:

english

File:

PDF, 230 KB

english, 2007

46

[IEEE 2012 IEEE 12th International Conference on Data Mining Workshops - Brussels, Belgium (2012.12.10-2012.12.10)] 2012 IEEE 12th International Conference on Data Mining Workshops - Discovering Gender Discrimination in Project Funding

Romei, Andrea, Ruggieri, Salvatore, Turini, Franco

Year:

2012

Language:

english

File:

PDF, 409 KB

english, 2012

47

[IEEE 2007 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2007) - Fremont, CA, USA (2007.11.2-2007.11.4)] 2007 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2007) - Mining Clinical Data with a Temporal Dimension: A Case Study

Berlingerio, Michele, Bonchi, Francesco, Giannotti, Fosca, Turini, Franco

Year:

2007

Language:

english

File:

PDF, 211 KB

english, 2007

48

Inhibitory Effect of 1,3,5-Triphenyl-4, 5-Dihydro-(1H)-Pyrazole Derivatives on Activity of Amine Oxidases

Manna, Fedele, Chimenti, Franco, Bolasco, Adriana, Bizzarri, Bruna, Befani, Olivia, Pietrangeli, Paola, Mondovi, Bruno, Turini, Paola

Journal:

Journal of Enzyme Inhibition and Medicinal Chemistry

Year:

1998

Language:

english

File:

PDF, 442 KB

english, 1998

49

[IEEE 2009 International Conference on Intelligent Engineering Systems (INES) - Barbados (2009.04.16-2009.04.18)] 2009 International Conference on Intelligent Engineering Systems - Extending ontology queries with Bayesian network reasoning

Andrea, Bellandi, Franco, Turini

Year:

2009

Language:

english

File:

PDF, 574 KB

english, 2009

50

[ACM Press the 2010 international conference - Indianapolis, Indiana, USA (2010.06.06-2010.06.10)] Proceedings of the 2010 international conference on Management of data - SIGMOD '10 - DCUBE

Ruggieri, Salvatore, Pedreschi, Dino, Turini, Franco

Year:

2010

Language:

english

File:

PDF, 891 KB

english, 2010