Massimo Melucci

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 50

Top Venues

CoRR

TREC

IIR

IEEE Trans. Knowl. Data Eng.

Publications

Massimo Melucci
On the trade-off between ranking effectiveness and fairness. Expert Syst. Appl. 241 (2024)
Massimo Melucci
A model of the relationship between the variations of effectiveness and fairness in information retrieval. Discov. Comput. 27 (1) (2024)
Qiuchi Li, Dimitris Gkoumas, Christina Lioma, Massimo Melucci
Quantum-inspired multimodal fusion for video sentiment analysis. Inf. Fusion 65 (2021)
Qiuchi Li, Dimitris Gkoumas, Christina Lioma, Massimo Melucci
Quantum-inspired Multimodal Fusion for Video Sentiment Analysis. CoRR (2021)
Ingo Frommholz, Haiming Liu, Massimo Melucci
Preface to the 2nd Workshop on Bridging the Gap between Information Science, Information Retrieval and Data Science. BIRDS+WEPIR@CHIIR (2021)
Dimitris Gkoumas, Qiuchi Li, Shahram Dehdashti, Massimo Melucci, Yijun Yu, Dawei Song
Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis. AAAI (2021)
Ingo Frommholz, Haiming Liu, Massimo Melucci
BIRDS 2021: Bridging the Gap between Information Science, Information Retrieval and Data Science. CHIIR (2021)
Dimitris Gkoumas, Qiuchi Li, Shahram Dehdashti, Massimo Melucci, Yijun Yu, Dawei Song
Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis. CoRR (2021)
Ingo Frommholz, Haiming Liu, Massimo Melucci
Report on the 2nd workshop on bridging the gap between information science, information retrieval and data science (BIRDS 2021). SIGIR Forum 55 (1) (2021)
Benyou Wang, Emanuele Di Buccio, Massimo Melucci
Sequential Modeling in Vector Space. IIR (2021)
Benyou Wang, Emanuele Di Buccio, Massimo Melucci
Word2Fun: Modelling Words as Functions for Diachronic Word Representation. NeurIPS (2021)
Qiuchi Li, Dimitris Gkoumas, Alessandro Sordoni, Jian-Yun Nie, Massimo Melucci
Quantum-inspired Neural Network for Conversational Emotion Recognition. AAAI (2021)
Prayag Tiwari, Shahram Dehdashti, Abdul Karim Obeid, Massimo Melucci, Peter Bruza
Kernel Method based on Non-Linear Coherent State. CoRR (2020)
Benyou Wang, Emanuele Di Buccio, Massimo Melucci
University of Padova @ DIACR-Ita (short paper). EVALITA (2020)
Ingo Frommholz, Haiming Liu, Massimo Melucci
BIRDS - Bridging the Gap between Information Science, Information Retrieval and Data Science. SIGIR (2020)
Iván Cantador, Max Chevalier, Massimo Melucci, Josiane Mothe
CIRCLE 2020: the first joint conference of the information retrieval communities in Europe. SIGIR Forum 54 (2) (2020)
Sagar Uprety, Prayag Tiwari, Shahram Dehdashti, Lauren Fell, Dawei Song, Peter Bruza, Massimo Melucci
Quantum-like Structure in Multidimensional Relevance Judgements. CoRR (2020)
Sagar Uprety, Prayag Tiwari, Shahram Dehdashti, Lauren Fell, Dawei Song, Peter Bruza, Massimo Melucci
Quantum-Like Structure in Multidimensional Relevance Judgements. ECIR (1) (2020)
Massimo Melucci
Some Reflections on the Use of Structural Equation Modeling for Investigating the Causal Relationships that Affect Search Engine Results. BIRDS@SIGIR (2020)
Qiuchi Li, Alessandro Stefani, Giovanni Toto, Emanuele Di Buccio, Massimo Melucci
Towards Multimodal Sentiment Analysis Inspired by the Quantum Theoretical Framework. MIPR (2020)
Prayag Tiwari, Massimo Melucci
Towards a Quantum-Inspired Binary Classifier. IEEE Access 7 (2019)
Massimo Melucci
A brief survey on probability distribution approximation. Comput. Sci. Rev. 33 (2019)
Massimo Melucci
An Efficient Algorithm to Compute a Quantum Probability Space. IEEE Trans. Knowl. Data Eng. 31 (8) (2019)
Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song
Semantic Hilbert Space for Text Representation Learning. CoRR (2019)
Massimo Melucci, Adriano Paggiaro
Evaluation of information retrieval systems using structural equation modeling. Comput. Sci. Rev. 31 (2019)
Qiuchi Li, Benyou Wang, Massimo Melucci
CNM: An Interpretable Complex-valued Network for Matching. NAACL-HLT (1) (2019)
Massimo Melucci
Testing Fairness Using the Log-likelihood Ratio. TREC (2019)
Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song
Semantic Hilbert Space for Text Representation Learning. WWW (2019)
Qiuchi Li, Massimo Melucci
Quantum-inspired Multimodal Representation. IIR (2019)
Silvia Francesca Storti, Emanuela Formaggio, Lucio Pastena, Massimo Melucci, Lucio Ricciardi, Fabio Faralli, R. Gagliardi, Gloria Menegaz
Expertise-Related Global Efficiency of Functional Brain Networks in Professional and new Divers Under Simulated Deep-Water. ISBI (2019)
Prayag Tiwari, Massimo Melucci
Binary Classifier Inspired by Quantum Theory. AAAI (2019)
Qiuchi Li, Benyou Wang, Massimo Melucci
CNM: An Interpretable Complex-valued Network for Matching. CoRR (2019)
Prayag Tiwari, Massimo Melucci
Binary Classifier Inspired by Quantum Theory. CoRR (2019)
Prayag Tiwari, Massimo Melucci
Multi-class Classification Model Inspired by Quantum Detection Theory. CoRR (2018)
Alberto Costa, Emanuele Di Buccio, Massimo Melucci, Giacomo Nannicini
Efficient Parameter Estimation for Information Retrieval Using Black-Box Optimization (Extended Abstract). ICDE (2018)
Massimo Melucci
A characterization of sample selection bias in system evaluation and the case of information retrieval. Int. J. Data Sci. Anal. 6 (2) (2018)
Prayag Tiwari, Massimo Melucci
Towards a Quantum-Inspired Framework for Binary Classification. CIKM (2018)
Diederik Aerts, Massimo Melucci, Massimiliano Sassoli de Bianchi, Sandro Sozzo, Tomas Veloz
Special Issue: Quantum structures in computer science: Language, semantics, retrieval. Theor. Comput. Sci. 752 (2018)
Qiuchi Li, Massimo Melucci, Prayag Tiwari
Quantum Language Model-based Query Expansion. ICTIR (2018)
Massimo Melucci
Evaluation of Information Retrieval Systems Using Structural Equation Modelling. CoRR (2018)
Emanuele Di Buccio, Qiuchi Li, Massimo Melucci, Prayag Tiwari
Binary Classification Model Inspired from Quantum Detection Theory. ICTIR (2018)
Alberto Costa, Emanuele Di Buccio, Massimo Melucci, Giacomo Nannicini
Efficient Parameter Estimation for Information Retrieval Using Black-Box Optimization. IEEE Trans. Knowl. Data Eng. 30 (7) (2018)
Emanuele Di Buccio, Massimo Melucci
Meeting and Joining Theme Models in Vector Spaces for Information Retrieval. FQAS (2017)
Emanuele Di Buccio, Andrea Lorenzet, Massimo Melucci, Federico Neresini
Unveiling Latent States Behind Social Indicators. SoGood@ECML-PKDD (2016)
Emanuele Di Buccio, Massimo Melucci
Evaluation of a Feedback Algorithm inspired by Quantum Detection for Dynamic Search Tasks. TREC (2016)
Massimo Melucci
Utilising a statistical inequality for efficiently finding term sets. Inf. Process. Manag. 52 (6) (2016)
Peng Zhang, Jingfei Li, Benyou Wang, Xiaozhao Zhao, Dawei Song, Yuexian Hou, Massimo Melucci
A Quantum Query Expansion Approach for Session Search. Entropy 18 (4) (2016)
Loris Nanni, Massimo Melucci
Combination of projectors, standard texture descriptors and bag of features for classifying images. Neurocomputing 173 (2016)
Massimo Melucci
Relevance Feedback Algorithms Inspired By Quantum Detection. IEEE Trans. Knowl. Data Eng. 28 (4) (2016)
Massimo Melucci
Impact of Query Sample Selection Bias on Information Retrieval System Ranking. DSAA (2016)
Silvia Francesca Storti, Emanuela Formaggio, Massimo Melucci, Fabio Faralli, Lucio Ricciardi, Gloria Menegaz, Lucio Pastena
Alterations of source and connectivity EEG patterns under simulated deep-SEA condition. ISBI (2015)
Massimo Melucci
Efficient Term Set Prediction Using the Bell-Wigner Inequality. SPIRE (2015)
Emanuele Di Buccio, Massimo Melucci
Two Operators to Define and Manipulate Themes of a Document Collection. ICTIR (2015)
Alberto Costa, Emanuele Di Buccio, Massimo Melucci
A Document Retrieval Model Based on Digital Signal Filtering. ACM Trans. Inf. Syst. 34 (1) (2015)
Getachew Mamo Wegari, Massimo Melucci, Solomon Teferra
Suffix sequences based morphological segmentation for Afaan Oromo. AFRICON (2015)
Emanuele Di Buccio, Massimo Melucci
University of Padua at TREC 2014: Federated Web Search Track. TREC (2014)
Massimo Melucci
Investigating sample selection bias in the relevance feedback algorithm of the vector space model for Information Retrieval. DSAA (2014)
Emanuele Di Buccio, Ivano Masiero, Massimo Melucci
Evaluation of a Recursive Weighting Scheme for Federated Web Search. IIR (2014)
Emanuele Di Buccio, Massimo Melucci, Federica Moro
Detecting verbose queries and improving information retrieval. Inf. Process. Manag. 50 (2) (2014)
Massimo Melucci
Deriving a Quantum Information Retrieval Basis. Comput. J. 56 (11) (2013)
Emanuele Di Buccio, Ivano Masiero, Massimo Melucci
University of Padua at TREC 2013: Federated Web Search Track. TREC (2013)
Massimo Melucci, Benjamin Piwowarski
Quantum Mechanics and Information Retrieval: From Theory to Application. ICTIR (2013)
Massimo Melucci
Initial Specifications for the Design of Information Retrieval Systems Based on Quantum Detector Using Kinds. QI (2013)
Massimo Melucci
When Index Term Probability Violates the Classical Probability Axioms Quantum Probability can be a Necessary Theory for Information Retrieval. CoRR (2012)
Massimo Melucci
Contextual Search: A Computational Framework. Found. Trends Inf. Retr. 6 (4-5) (2012)
Emanuele Di Buccio, Massimo Melucci, Dawei Song
Towards Predicting Relevance Using a Quantum-Like Framework. ECIR (2011)
Massimo Melucci
Getting Beyond the State of the Art of Information Retrieval with Quantum Theory CoRR (2011)
Emanuele Di Buccio, Massimo Melucci, Dawei Song
Combining Interaction and Content for Feedback-Based Ranking. IRFC (2011)
Massimo Melucci, Laurianne Sitbon
Modeling Emergent Associations of Nominal Compound: Ongoing Research and Preliminary Results. IIR (2011)
Emanuele Di Buccio, Giorgio Maria Di Nunzio, Massimo Melucci, Nicola Orio
Quantum Contextual Information Access and Retrieval. IIR (2011)
Massimo Melucci
Improving Ranking Using Quantum Probability CoRR (2011)
Massimo Melucci
A Brief Account on the Recent Advances in the Use of Quantum Mechanics for Information Retrieval. DART@AI*IA (Revised and Invited Papers) (2011)
Diederik Aerts, Peter Bruza, Yuexian Hou, Joemon M. Jose, Massimo Melucci, Jian-Yun Nie, Dawei Song
Quantum Theory-Inspired Search. FET (2011)
Massimo Melucci
Probability Ranking in Vector Spaces CoRR (2011)
Massimo Melucci
Can Information Retrieval Systems Be Improved Using Quantum Probability? ICTIR (2011)
Massimo Melucci
An Investigation of Quantum Interference in Information Retrieval. IRFC (2010)
Dawei Song, Mounia Lalmas, Keith van Rijsbergen, Ingo Frommholz, Benjamin Piwowarski, Jun Wang, Peng Zhang, Guido Zuccon, Peter Bruza, Sachi Arafat, Leif Azzopardi, Emanuele Di Buccio, Alvaro Francisco Huertas-Rosero, Yuexian Hou, Massimo Melucci, Stefan M. Rüger
How Quantum Theory Is Developing the Field of Information Retrieval. AAAI Fall Symposium: Quantum Informatics for Cognitive, Social, and Semantic Processes (2010)
Emanuele Di Buccio, Mounia Lalmas, Massimo Melucci
From Entities to Geometry: Towards Exploiting Multiple Sources to Support Relevance Prediction. IIR (2010)
Emanuele Di Buccio, Massimo Melucci, Jian-Yun Nie
Evaluation of a Methodology for Modeling Term Relationship through Geometry: Experiments at TREC 2010 Relevance Feedback Track. TREC (2010)
Alberto Costa, Massimo Melucci
An Information Retrieval Model Based on Discrete Fourier Transform. IRFC (2010)
Maristella Agosti, Davide Cisco, Giorgio Maria Di Nunzio, Ivano Masiero, Massimo Melucci
i-TEL-u: A Query Suggestion Tool for Integrating Heterogeneous Contexts in a Digital Library. ECDL (2010)
Emanuele Di Buccio, Massimo Melucci
Toward the design of a methodology to predict relevance through multiple sources of evidence. PIKM (2010)
Massimo Melucci
Weighted Rank Correlation in Information Retrieval Evaluation. AIRS (2009)
Bich-Liên Doan, Joemon M. Jose, Massimo Melucci, Lynda Tamine-Lechani
Workshop on Contextual Information Access, Seeking and Retrieval Evaluation. ECIR (2009)
Emanuele Di Buccio, Ivano Masiero, Yosi Mass, Massimo Melucci, Riccardo Miotto, Nicola Orio, Benjamin Sznajder
Towards an Integrated Approach to Music Retrieval. IRCDL (2009)
Emanuele Di Buccio, Massimo Melucci
University of Padua at TREC 2009: Relevance Feedback Track. TREC (2009)
Emanuele Di Buccio, Ivano Masiero, Massimo Melucci
Improving Information Retrieval Effectiveness in Peer-to-Peer Networks through Query Piggybacking. ECDL (2009)
Emanuele Di Buccio, Nicola Ferro, Massimo Melucci, Riccardo Miotto, Nicola Orio
Design of an Information Retrieval System Based on the Peer-to-Peer Paradigm: An Application to Music Retrieval. IRCDL (2009)
Emanuele Di Buccio, Nicola Ferro, Massimo Melucci
Towards a Superimposed Peer Infrastructure for iNformation Access. SEBD (2008)
Emanuele Di Buccio, Nicola Ferro, Massimo Melucci
Content-based Information Retrieval in SPINA. IRCDL (2008)
Massimo Melucci
A basis for information retrieval in context. ACM Trans. Inf. Syst. 26 (3) (2008)
Massimo Melucci, Luca Pretto
PageRank: When Order Changes. ECIR (2007)
Massimo Melucci, Nicola Orio
Design, implementation, and evaluation of a methodology for automatic stemmer generation. J. Assoc. Inf. Sci. Technol. 58 (5) (2007)
Massimo Melucci, Alberto Poggiani
A Study of a Weighting Scheme for Information Retrieval in Hierarchical Peer-to-Peer Networks. ECIR (2007)
Enrico Bragante, Massimo Melucci
Homepage Finding in Hybrid Peer-to-Peer Networks. RIAO (2007)
Massimo Melucci, Ryen W. White
Utilizing a geometry of context for enhanced implicit feedback. CIKM (2007)
Massimo Melucci
On rank correlation in information retrieval evaluation. SIGIR Forum 41 (1) (2007)
Alberto Apostolico, Ricardo A. Baeza-Yates, Massimo Melucci
2004 Symposium on String Processing and Information Retrieval. J. Discrete Algorithms 5 (2) (2007)
Massimo Melucci, Ryen W. White
Discovering Hidden Contextual Factors for Implicit Feedback. CIR (2007)
Maristella Agosti, Emanuele Di Buccio, Giorgio Maria Di Nunzio, Nicola Ferro, Massimo Melucci, Riccardo Miotto, Nicola Orio
Distributed Information Retrieval and Automatic Identification of Music Works in SAPIR. SEBD (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Massimo Melucci