Foto del docente

Gianluca Moro

Assistant professor

Department of Computer Science and Engineering

Academic discipline: ING-INF/05 Information Processing Systems

Publications

Gianluca Moro, Roberto Pasolini, Giacomo Domeniconi, Andrea Pagliarani, Andrea Roli, Prediction and Trading of Dow Jones from Twitter: A Boosting Text Mining Method with Relevant Tweets Identification, in: Knowledge Discovery, Knowledge Engineering and Knowledge Management. 9th International Joint Conference, IC3K 2017, Funchal, Madeira, Portugal, November 1-3, 2017, Revised Selected Papers, Berlin, Springer Veriag, in corso di stampa, 976, pp. 26 - 42 (atti di: International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, Funchal, Portugal, 1-3 November 2017) [Contribution to conference proceedings]

Frisoni, Giacomo; Moro, Gianluca; Carlassare, Giulio; Carbonaro, Antonella, Unsupervised Event Graph Representation and Similarity Learning on Biomedical Literature, «SENSORS», 2022, 22, pp. 3 - 36 [Scientific article]

Frisoni, Giacomo; Moro, Gianluca; Carbonaro, Antonella, A Survey on Event Extraction for Natural Language Understanding: Riding the Biomedical Literature Wave, «IEEE ACCESS», 2021, 1, pp. 1 - 1 [Scientific article]

Moro G.; Masseroli M., Gene function finding through cross-organism ensemble learning, «BIODATA MINING», 2021, 14, pp. 1 - 21 [Scientific article]Open Access

Giacomo Frisoni, Gianluca Moro, Antonella Carbonaro, Towards Rare Disease Knowledge Graph Learning from Social Posts of Patients, in: Visvizi, Anna, Lytras, Miltiadis D., Radi Aljohani, Naif, Research and Innovation Forum 2020, Springer International Publishing, 2021, pp. 121 - 132 (atti di: Research and Innovation Forum 2020, Greece, May, 2020) [Contribution to conference proceedings]

Frisoni G.; Moro G.; Carbonaro A., Learning interpretable and statistically significant knowledge from unlabeled corpora of social text messages: A novel methodology of descriptive text mining, in: DATA 2020 - Proceedings of the 9th International Conference on Data Science, Technology and Applications, SciTePress, 2020, pp. 121 - 132 (atti di: 9th International Conference on Data Science, Technology and Applications, DATA 2020, fra, 2020) [Contribution to conference proceedings]

Giacomo Frisoni, Gianluca Moro, Antonella Carbonaro, Unsupervised Descriptive Text Mining for Knowledge Graph Learning, in: Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2020), 2020, 1, pp. 316 - 324 (atti di: International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, online, 25-27 October, 2020) [Contribution to conference proceedings]

Gianluca Moro, Roberto Pasolini, Giacomo Domeniconi, Vittorio Ghini, Deep Neural Trading: Comparative Study With Feed Forward, Recurrent and Autoencoder Networks, in: Data Management Technologies and Applications. DATA 2018. Communications in Computer and Information Science, Springer, 2019, 862, pp. 189 - 209 (atti di: International Conference on Data Science, Technologies and Applications, Porto, Portugal, 26-28 July) [Contribution to conference proceedings]

Moro G.; Pasolini R.; Dardari D., LOS/NLOS Wireless Channel Identification based on Data Mining of UWB Signals, in: DATA 2019 - Proceedings of the 8th International Conference on Data Science, Technology and Applications, SciTePress, 2019, pp. 416 - 425 (atti di: 8th International Conference on Data Science, Technology and Applications, DATA 2019, Prague; Czech Republic;, 26 July 2019) [Contribution to conference proceedings]

Andrea Pagliarani, Gianluca Moro, Roberto Pasolini, Giacomo Domeniconi, Transfer learning in sentiment classification with deep neural networks, in: Knowledge Discovery, Knowledge Engineering and Knowledge Management. 9th International Joint Conference, IC3K 2017, Funchal, Madeira, Portugal, November 1-3, 2017, Revised Selected Papers, Springer Nature Switzerland AG, 2019, 976, pp. 1 - 23 (atti di: International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, Madeira, 1-3 November 2017) [Contribution to conference proceedings]Open Access

Gianluca Moro, Andrea Pagliarani, Roberto Pasolini, Claudio Sartori, Cross-domain & In-domain Sentiment Analysis with Memory-based Deep Neural Networks, in: Proceedings of the 10th International Joint Conference on KnowledgeDiscovery, Knowledge Engineering and Knowledge Management, IC3K2018, Volume 1: KDIR, Seville, Spain, September 18-20, 2018., SciTePress, 2018, pp. 125 - 136 (atti di: 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, {IC3K} 2018, Seville, Spain, September 18-20, 2018) [Contribution to conference proceedings]Open Access

Moro, Gianluca; Fabbri, Mirco, Dow Jones Trading with Deep Learning: The Unreasonable Effectiveness of Recurrent Neural Networks, in: Proceedings of the 7th International Conference on Data Science, Technology and Applications - Volume 1: DATA, Setúbal, SciTePress, 2018, pp. 142 - 153 (atti di: International Conference on Data Science, Technology and Applications (DATA), Porto, Portugal, July 26-28, 2018) [Contribution to conference proceedings]Open Access

Cesare Bandirali ; Stefano Lodi ; Gianluca Moro ; Andrea Pagliarani ; Claudio Sartori, Parallel Primitives for Vendor-Agnostic Implementation of Big Data Mining Algorithms, in: Proceedings 32nd IEEE International Conference on Advanced Information Networking and Applications Workshops IEEE WAINA 2018, Los Alamitos, CA, IEEE Computer Society, 2018, pp. 396 - 401 (atti di: 32nd IEEE International Conference on Advanced Information Networking and Applications Workshops IEEE WAINA 2018, Krakow, Poland, 16–18 May 2018) [Contribution to conference proceedings]

Domeniconi G.; Semertzidis K.; Moro G.; Lopez V.; Kotoulas S.; Daly E.M., Identifying conversational message threads by integrating classification and data clustering, in: Data Management Technologies and Applications. DATA 2016. Communications in Computer and Information Science, Cham, Springer International Publishing, 2017, pp. 25 - 46 (COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE) [Chapter or essay]Open Access

Giacomo Domeniconi; Gianluca Moro; Andrea Pagliarani; Roberto Pasolini, Learning to Predict the Stock Market Dow Jones Index Detecting and Mining Relevant Tweets, in: Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - (Volume 1), SCITEPRESS, 2017, 1, pp. 165 - 172 (atti di: 9th International Conference on Knowledge Discovery and Information Retrieval, Funchal, Madeira, Portugal, 1-3 novembre 2017) [Contribution to conference proceedings]Open Access