| 2021 | AAAI | Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis. | Dimitris Gkoumas, Qiuchi Li, Shahram Dehdashti, Massimo Melucci, Yijun Yu, Dawei Song |
| 2021 | AAAI | Quantum-inspired Neural Network for Conversational Emotion Recognition. | Qiuchi Li, Dimitris Gkoumas, Alessandro Sordoni, Jian-Yun Nie, Massimo Melucci |
| 2021 | CHIIR | BIRDS 2021: Bridging the Gap between Information Science, Information Retrieval and Data Science. | Ingo Frommholz, Haiming Liu, Massimo Melucci |
| 2021 | CHIIR | Preface to the 2nd Workshop on Bridging the Gap between Information Science, Information Retrieval and Data Science. | Ingo Frommholz, Haiming Liu, Massimo Melucci |
| 2020 | ECIR | Quantum-Like Structure in Multidimensional Relevance Judgements. | Sagar Uprety, Prayag Tiwari, Shahram Dehdashti, Lauren Fell, Dawei Song, Peter Bruza, Massimo Melucci |
| 2020 | SIGIR | BIRDS - Bridging the Gap between Information Science, Information Retrieval and Data Science. | Ingo Frommholz, Haiming Liu, Massimo Melucci |
| 2020 | SIGIR | Some Reflections on the Use of Structural Equation Modeling for Investigating the Causal Relationships that Affect Search Engine Results. | Massimo Melucci |
| 2019 | AAAI | Binary Classifier Inspired by Quantum Theory. | Prayag Tiwari, Massimo Melucci |
| 2019 | NAACL | CNM: An Interpretable Complex-valued Network for Matching. | Qiuchi Li, Benyou Wang, Massimo Melucci |
| 2019 | WWW | Semantic Hilbert Space for Text Representation Learning. | Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song |
| 2018 | CIKM | Towards a Quantum-Inspired Framework for Binary Classification. | Prayag Tiwari, Massimo Melucci |
| 2018 | ICDE | Efficient Parameter Estimation for Information Retrieval Using Black-Box Optimization (Extended Abstract). | Alberto Costa, Emanuele Di Buccio, Massimo Melucci, Giacomo Nannicini |
| 2018 | ICTIR | Binary Classification Model Inspired from Quantum Detection Theory. | Emanuele Di Buccio, Qiuchi Li, Massimo Melucci, Prayag Tiwari |
| 2018 | ICTIR | Quantum Language Model-based Query Expansion. | Qiuchi Li, Massimo Melucci, Prayag Tiwari |
| 2017 | FQAS | Meeting and Joining Theme Models in Vector Spaces for Information Retrieval. | Emanuele Di Buccio, Massimo Melucci |
| 2016 | DSAA | Impact of Query Sample Selection Bias on Information Retrieval System Ranking. | Massimo Melucci |
| 2015 | ICTIR | Two Operators to Define and Manipulate Themes of a Document Collection. | Emanuele Di Buccio, Massimo Melucci |
| 2015 | SPIRE | Efficient Term Set Prediction Using the Bell-Wigner Inequality. | Massimo Melucci |
| 2014 | DSAA | Investigating sample selection bias in the relevance feedback algorithm of the vector space model for Information Retrieval. | Massimo Melucci |
| 2013 | ICTIR | Quantum Mechanics and Information Retrieval: From Theory to Application. | Massimo Melucci, Benjamin Piwowarski |
| 2011 | ECIR | Towards Predicting Relevance Using a Quantum-Like Framework. | Emanuele Di Buccio, Massimo Melucci, Dawei Song |
| 2011 | ICTIR | Can Information Retrieval Systems Be Improved Using Quantum Probability? | Massimo Melucci |
| 2010 | CIKM | Toward the design of a methodology to predict relevance through multiple sources of evidence. | Emanuele Di Buccio, Massimo Melucci |
| 2009 | ECIR | Workshop on Contextual Information Access, Seeking and Retrieval Evaluation. | Bich-Lin Doan, Joemon M. Jose, Massimo Melucci, Lynda Tamine-Lechani |
| 2007 | CIKM | Utilizing a geometry of context for enhanced implicit feedback. | Massimo Melucci, Ryen W. White |
| 2007 | ECIR | A Study of a Weighting Scheme for Information Retrieval in Hierarchical Peer-to-Peer Networks. | Massimo Melucci, Alberto Poggiani |
| 2007 | ECIR | PageRank: When Order Changes. | Massimo Melucci, Luca Pretto |
| 2006 | CIKM | Ranking in context using vector spaces. | Massimo Melucci |
| 2005 | CIKM | An evaluation of a recursive weighing scheme for information retrieval in peer-to-peer networks. | Roberto Castiglion, Massimo Melucci |
| 2005 | CIKM | Context modeling and discovery using vector space bases. | Massimo Melucci |
| 2003 | CIKM | A novel method for stemmer generation based on hidden markov models. | Massimo Melucci, Nicola Orio |
| 2001 | SAC | Automatic generation of hypertextbook Webs. | Franco Crivellari, Massimo Melucci |
| 1997 | DS | OFAHIR: "On-the-Fly" Automatic Authoring of Hypertexts for Information Retrieval. | Maristella Agosti, Lucio Benfante, Massimo Melucci |
| 1997 | SIGIR | ACHIRA: Automatic Construction of Hypertexts for Information Retrieval Applications (Abstract). | Maristella Agosti, Lucio Benfante, Massimo Melucci |