Massimo Melucci

Orcid: 0000-0002-1598-1601

According to our database1, Massimo Melucci authored at least 151 papers between 1994 and 2024.

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Bibliography

2024
A model of the relationship between the variations of effectiveness and fairness in information retrieval.
Discov. Comput., December, 2024

On the trade-off between ranking effectiveness and fairness.
Expert Syst. Appl., 2024

2021
Report on the 2nd workshop on bridging the gap between information science, information retrieval and data science (BIRDS 2021).
SIGIR Forum, 2021

Quantum-inspired multimodal fusion for video sentiment analysis.
Inf. Fusion, 2021

Word2Fun: Modelling Words as Functions for Diachronic Word Representation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Sequential Modeling in Vector Space.
Proceedings of the 11th Italian Information Retrieval Workshop 2021, 2021

Preface to the 2nd Workshop on Bridging the Gap between Information Science, Information Retrieval and Data Science.
Proceedings of the Joint Proceedings of the Second Workshop on Bridging the Gap between Information Science, 2021

BIRDS 2021: Bridging the Gap between Information Science, Information Retrieval and Data Science.
Proceedings of the CHIIR '21: ACM SIGIR Conference on Human Information Interaction and Retrieval, 2021

Quantum-inspired Neural Network for Conversational Emotion Recognition.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
CIRCLE 2020: the first joint conference of the information retrieval communities in Europe.
SIGIR Forum, 2020

Kernel Method based on Non-Linear Coherent State.
CoRR, 2020

Some Reflections on the Use of Structural Equation Modeling for Investigating the Causal Relationships that Affect Search Engine Results.
Proceedings of the First Workshop on Bridging the Gap between Information Science, Information Retrieval and Data Science (BIRDS 2020) co-located with 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China (online only), July 30th,, 2020

BIRDS - Bridging the Gap between Information Science, Information Retrieval and Data Science.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Towards Multimodal Sentiment Analysis Inspired by the Quantum Theoretical Framework.
Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

University of Padova @ DIACR-Ita (short paper).
Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

Quantum-Like Structure in Multidimensional Relevance Judgements.
Proceedings of the Advances in Information Retrieval, 2020

2019
An Efficient Algorithm to Compute a Quantum Probability Space.
IEEE Trans. Knowl. Data Eng., 2019

Evaluation of information retrieval systems using structural equation modeling.
Comput. Sci. Rev., 2019

A brief survey on probability distribution approximation.
Comput. Sci. Rev., 2019

Towards a Quantum-Inspired Binary Classifier.
IEEE Access, 2019

Semantic Hilbert Space for Text Representation Learning.
Proceedings of the World Wide Web Conference, 2019

Testing Fairness Using the Log-likelihood Ratio.
Proceedings of the Twenty-Eighth Text REtrieval Conference, 2019

CNM: An Interpretable Complex-valued Network for Matching.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Expertise-Related Global Efficiency of Functional Brain Networks in Professional and new Divers Under Simulated Deep-Water.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Quantum-inspired Multimodal Representation.
Proceedings of the 10th Italian Information Retrieval Workshop, 2019

Binary Classifier Inspired by Quantum Theory.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Vector-Space Model.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Boolean Model.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Efficient Parameter Estimation for Information Retrieval Using Black-Box Optimization.
IEEE Trans. Knowl. Data Eng., 2018

Special Issue: Quantum structures in computer science: Language, semantics, retrieval.
Theor. Comput. Sci., 2018

A characterization of sample selection bias in system evaluation and the case of information retrieval.
Int. J. Data Sci. Anal., 2018

Multi-class Classification Model Inspired by Quantum Detection Theory.
CoRR, 2018

Evaluation of Information Retrieval Systems Using Structural Equation Modelling.
CoRR, 2018

Quantum Language Model-based Query Expansion.
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018

Binary Classification Model Inspired from Quantum Detection Theory.
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018

Efficient Parameter Estimation for Information Retrieval Using Black-Box Optimization (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Towards a Quantum-Inspired Framework for Binary Classification.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Meeting and Joining Theme Models in Vector Spaces for Information Retrieval.
Proceedings of the Flexible Query Answering Systems - 12th International Conference, 2017

2016
Relevance Feedback Algorithms Inspired By Quantum Detection.
IEEE Trans. Knowl. Data Eng., 2016

Utilising a statistical inequality for efficiently finding term sets.
Inf. Process. Manag., 2016

Combination of projectors, standard texture descriptors and bag of features for classifying images.
Neurocomputing, 2016

A Quantum Query Expansion Approach for Session Search.
Entropy, 2016

Evaluation of a Feedback Algorithm inspired by Quantum Detection for Dynamic Search Tasks.
Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

Unveiling Latent States Behind Social Indicators.
Proceedings of the First Workshop on Data Science for Social Good co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Dicovery in Databases, 2016

Impact of Query Sample Selection Bias on Information Retrieval System Ranking.
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

2015
Introduction to Information Retrieval and Quantum Mechanics
The Information Retrieval Series 35, Springer, ISBN: 978-3-662-48313-8, 2015

A Document Retrieval Model Based on Digital Signal Filtering.
ACM Trans. Inf. Syst., 2015

Efficient Term Set Prediction Using the Bell-Wigner Inequality.
Proceedings of the String Processing and Information Retrieval, 2015

Alterations of source and connectivity EEG patterns under simulated deep-SEA condition.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Two Operators to Define and Manipulate Themes of a Document Collection.
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

Suffix sequences based morphological segmentation for Afaan Oromo.
Proceedings of the AFRICON 2015, Addis Ababa, Ethiopia, September 14-17, 2015, 2015

2014
Detecting verbose queries and improving information retrieval.
Inf. Process. Manag., 2014

University of Padua at TREC 2014: Federated Web Search Track.
Proceedings of The Twenty-Third Text REtrieval Conference, 2014

Evaluation of a Recursive Weighting Scheme for Federated Web Search.
Proceedings of the 5th Italian Information Retrieval Workshop, 2014

Investigating sample selection bias in the relevance feedback algorithm of the vector space model for Information Retrieval.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

2013
Deriving a Quantum Information Retrieval Basis.
Comput. J., 2013

University of Padua at TREC 2013: Federated Web Search Track.
Proceedings of The Twenty-Second Text REtrieval Conference, 2013

Initial Specifications for the Design of Information Retrieval Systems Based on Quantum Detector Using Kinds.
Proceedings of the Quantum Interaction - 7th International Conference, 2013

Quantum Mechanics and Information Retrieval: From Theory to Application.
Proceedings of the International Conference on the Theory of Information Retrieval, 2013

2012
Contextual Search: A Computational Framework.
Found. Trends Inf. Retr., 2012

When Index Term Probability Violates the Classical Probability Axioms Quantum Probability can be a Necessary Theory for Information Retrieval.
CoRR, 2012

2011
Quantum Theory-Inspired Search.
Proceedings of the 2nd European Future Technologies Conference and Exhibition, 2011

Probability Ranking in Vector Spaces
CoRR, 2011

Getting Beyond the State of the Art of Information Retrieval with Quantum Theory
CoRR, 2011

Improving Ranking Using Quantum Probability
CoRR, 2011

Combining Interaction and Content for Feedback-Based Ranking.
Proceedings of the Multidisciplinary Information Retrieval, 2011

Modeling Emergent Associations of Nominal Compound: Ongoing Research and Preliminary Results.
Proceedings of the 2nd Italian Information Retrieval (IIR) Workshop, 2011

Quantum Contextual Information Access and Retrieval.
Proceedings of the 2nd Italian Information Retrieval (IIR) Workshop, 2011

Can Information Retrieval Systems Be Improved Using Quantum Probability?
Proceedings of the Advances in Information Retrieval Theory, 2011

Towards Predicting Relevance Using a Quantum-Like Framework.
Proceedings of the Advances in Information Retrieval, 2011

A Brief Account on the Recent Advances in the Use of Quantum Mechanics for Information Retrieval.
Proceedings of the New Challenges in Distributed Information Filtering and Retrieval, 2011

Quantum Mechanics and Information Retrieval.
Proceedings of the Advanced Topics in Information Retrieval, 2011

2010
Evaluation of a Methodology for Modeling Term Relationship through Geometry: Experiments at TREC 2010 Relevance Feedback Track.
Proceedings of The Nineteenth Text REtrieval Conference, 2010

An Investigation of Quantum Interference in Information Retrieval.
Proceedings of the Advances in Multidisciplinary Retrieval, 2010

An Information Retrieval Model Based on Discrete Fourier Transform.
Proceedings of the Advances in Multidisciplinary Retrieval, 2010

From Entities to Geometry: Towards Exploiting Multiple Sources to Support Relevance Prediction.
Proceedings of the IIR 2010, 2010

i-TEL-u: A Query Suggestion Tool for Integrating Heterogeneous Contexts in a Digital Library.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

Toward the design of a methodology to predict relevance through multiple sources of evidence.
Proceedings of the Third Ph.D. Workshop on Information and Knowledge Management, 2010


2009
Vector-Space Model.
Proceedings of the Encyclopedia of Database Systems, 2009

Boolean Model.
Proceedings of the Encyclopedia of Database Systems, 2009

University of Padua at TREC 2009: Relevance Feedback Track.
Proceedings of The Eighteenth Text REtrieval Conference, 2009

Towards an Integrated Approach to Music Retrieval.
Proceedings of the Post-proceedings of the Fifth Italian Research Conference on Digital Libraries, 2009

Design of an Information Retrieval System Based on the Peer-to-Peer Paradigm: An Application to Music Retrieval.
Proceedings of the Post-proceedings of the Fifth Italian Research Conference on Digital Libraries, 2009

Improving Information Retrieval Effectiveness in Peer-to-Peer Networks through Query Piggybacking.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2009

Workshop on Contextual Information Access, Seeking and Retrieval Evaluation.
Proceedings of the Advances in Information Retrieval, 2009

Weighted Rank Correlation in Information Retrieval Evaluation.
Proceedings of the Information Retrieval Technology, 2009

2008
A basis for information retrieval in context.
ACM Trans. Inf. Syst., 2008

Towards a Superimposed Peer Infrastructure for iNformation Access.
Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Content-based Information Retrieval in SPINA.
Proceedings of the Post-proceedings of the Forth Italian Research Conference on Digital Library Systems, 2008

Two Algorithms for Probabilistic Stemming.
Proceedings of the Information Access through Search Engines and Digital Libraries, 2008

Modeling Retrieval and Navigation in Context.
Proceedings of the Information Access through Search Engines and Digital Libraries, 2008

2007
On rank correlation in information retrieval evaluation.
SIGIR Forum, 2007

2004 Symposium on String Processing and Information Retrieval.
J. Discrete Algorithms, 2007

Design, implementation, and evaluation of a methodology for automatic stemmer generation.
J. Assoc. Inf. Sci. Technol., 2007

Distributed Information Retrieval and Automatic Identification of Music Works in SAPIR.
Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

Homepage Finding in Hybrid Peer-to-Peer Networks.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 2007, 8th International Conference, Carnegie Mellon University, Pittsburgh, PA, USA, May 30, 2007

PageRank: When Order Changes.
Proceedings of the Advances in Information Retrieval, 2007

A Study of a Weighting Scheme for Information Retrieval in Hierarchical Peer-to-Peer Networks.
Proceedings of the Advances in Information Retrieval, 2007

Discovering Hidden Contextual Factors for Implicit Feedback.
Proceedings of the CIR'07 Workshop on Context-Based Information Retrieval in conjunction with CONTEXT-07, 2007

Utilizing a geometry of context for enhanced implicit feedback.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

Exploring a Mechanics for Context-Aware Information Retrieval.
Proceedings of the Quantum Interaction, 2007

2006
Appearance and functionality of electronic books.
Int. J. Digit. Libr., 2006

Advances in information retrieval: An introduction to the special issue.
Inf. Syst., 2006

Introduction: A perspective on Web Information Retrieval.
Inf. Retr., 2006

Query Expansion Experiments in Biomedical Documents.
Proceedings of the Post-proceedings of the Second Italian Research Conference on Digital Library Management Systems (IRCDL 2006), 2006

Ranking in context using vector spaces.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
A probabilistic model for stemmer generation.
Inf. Process. Manag., 2005

Symbol-Based Query Expansion Experiments at TREC 2005 Genomics Track.
Proceedings of the Fourteenth Text REtrieval Conference, 2005

A Weighing Framework for Information Retrieval in Peer-to-Peer Networks.
Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005

Context modeling and discovery using vector space bases.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

An evaluation of a recursive weighing scheme for information retrieval in peer-to-peer networks.
Proceedings of the 2005 ACM workshop on Information retrieval in peer-to-peer networks, 2005

2004
Combining melody processing and information retrieval techniques: Methodology, evaluation, and system implementation.
J. Assoc. Inf. Sci. Technol., 2004

Making digital libraries effective: Automatic generation of links for similarity search across hyper-textbooks.
J. Assoc. Inf. Sci. Technol., 2004

Expanding Queries Using Stems and Symbols.
Proceedings of the Thirteenth Text REtrieval Conference, 2004

2003
Automatic construction of hypertexts for self-referencing: the Hyper-TextBook project.
Inf. Syst., 2003

The University of Padova at CLEF 2003: Experiments to Evaluate Probabilistic Models for Automatic Stemmer Generation and Query Word Translation.
Proceedings of the Working Notes for CLEF 2003 Workshop co-located with the 7th European Conference on Digital Libraries (ECDL 2003), 2003

Experiments to Evaluate Probabilistic Models for Automatic Stemmer Generation and Query Word Translation.
Proceedings of the Comparative Evaluation of Multilingual Information Access Systems, 2003

A novel method for stemmer generation based on hidden markov models.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

2002
Evaluating automatic melody segmentation aimed at music information retrieval.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2002

A Comparison of Manual and Automatic Melody Segmentation.
Proceedings of the ISMIR 2002, 2002

The Effectiveness of a Graph-Based Algorithm for Stemming.
Proceedings of the Digital Libraries: People, 2002

University of Padua at CLEF 2002: Experiments to Evaluate a Statistical Stemming Algorithm.
Proceedings of the Working Notes for CLEF 2002 Workshop co-located with the 6th European Conference on Digital Libraries (ECDL 2002), 2002

Improving the Automatic Retrieval of Text Documents.
Proceedings of the Advances in Cross-Language Information Retrieval, 2002

2001
University of Padova at TREC-10.
Proceedings of The Tenth Text REtrieval Conference, 2001

Automatic generation of hypertextbook Webs.
Proceedings of the 2001 ACM Symposium on Applied Computing (SAC), 2001

2000
Web Document Retrieval Using Passage Retrieval, Connectivity Information, and Automatic Link Weighting--TREC-9 Report.
Proceedings of The Ninth Text REtrieval Conference, 2000

SMILE: a System for Content-based Musical Information Retrieval Environments.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

The Visual Book and the Hyper-TextBook: Two Electronic Books One Lesson?
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

An Evaluation Study on Music Perception for Music Content-based Information Retrieval.
Proceedings of the 2000 International Computer Music Conference, 2000

Information Retrieval on the Web.
Proceedings of the Lectures on Information Retrieval, Third European Summer-School, 2000

1999
Evaluation of Web Document Retrieval: A SIGIR'99 Workshop.
SIGIR Forum, 1999

An Evaluation of Automatically Constructed Hypertexts for Information Retrieval.
Inf. Retr., 1999

The Effectiveness of Metadata and other Content Descriptive Data in Web Information Retrieval.
Proceedings of the Atti del Settimo Convegno Nazionale Sistemi Evoluti per Basi di Dati, 1999

The Effectiveness of Meta-data and other Content Descriptive Data in Web Information Retrieval.
Proceedings of the 3rd IEEE Metadata Conference 1999, MD 1999, Bethesda, 1999

The Use of Melodic Segmentation for Content-based Retrieval of Musical Data.
Proceedings of the 1999 International Computer Music Conference, 1999

Musical Information Retrieval Using Melodic Surface.
Proceedings of the Fourth ACM conference on Digital Libraries, 1999

1998
Passage Retrieval: Aprobabilistic Technique.
Inf. Process. Manag., 1998

A Case study of Automatic Authoring: From a Textbook to a Hyper-Textbook.
Data Knowl. Eng., 1998

Evaluation Methods to Improve Information Content Extraction from the Web.
Proceedings of the CIKM'98 First Workshop on Web Information and Data Management (WIDM'98), 1998

A Methodology for the Enhancement of a Hypertext Version of a Textbook by the Automatic Insertion of Links in the Subject Index.
Proceedings of the IEEE Forum on Research and Technology Advances in Digital Libraries, 1998

Electronic Publishing, Storage, Dissemination and Retrieval of a Scientific Journal through the Web.
Proceedings of the IEEE Forum on Research and Technology Advances in Digital Libraries, 1998

1997
On the Use of Information Retrieval Techniques for the Automatic Construction of Hypertext.
Inf. Process. Manag., 1997

ACHIRA: Automatic Construction of Hypertexts for Information Retrieval Applications (Abstract).
Proceedings of the SIGIR '97: Proceedings of the 20th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1997

OFAHIR: "On-the-Fly" Automatic Authoring of Hypertexts for Information Retrieval.
Proceedings of the Data Mining and Reverse Engineering: Searching for Semantics, 1997

1996
Design and Implementation of a Tool for the Automatic Construction of Hypertexts for Information Retrieval.
Inf. Process. Manag., 1996

Uno strumento per la costruzione automatica di ipertesti per il World WIde Web.
Proceedings of the Atti del Quarto Convegno Nazionale su Sistemi Evoluti per Basi di Dati (4th National Conference on Advanced Database Systems), 1996

1995
Automatic Authoring and Construction of Hypermedia for Information Retrieval.
Multim. Syst., 1995

1994
A Formalization of the EXPLICIT Model Mechanisms for a Development Application Environment.
Proceedings of the Atti del Secondo Convegno Nazionale "Sistemi Evoluti per Basi di Dati", 1994

TACHIR: A Tool for Automatic Construction of Hypertexts for Information Retrieval.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 1994


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