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Workshop Program


9:15 -- 9:25 Opening

9:25 -- 9:40 Keynote speech: “The Science of Knowledge Integrity – Research at Wikimedia” by Miriam Redi (Wikimedia Foundation, King’s College London)

9:40 -- 10:45 Session I

  • Needle in a haystack queries in cloud data lakes by Grisha Weintraub (Ben-Gurion University of the Negev), Ehud Gudes (Ben-Gurion University of the Negev) and Shlomi Dolev (Ben-Gurion University of the Negev)
  • Conversational Question Answering Using a Shift of Context by Nadine Steinmetz (TU Ilmenau), Bhavya Senthil-Kumar (TU Ilmenau) and Kai-Uwe Sattler (TU Ilmenau)
  • Towards human in the loop based query rewriting for exploring datasets by Genoveva Vargas-Solar (CNRS, LIRIS), Javier Espinosa (Université Lyon 2) and Mehrdad Farokhnejad (Université Grenoble Alpes)
  • Double-Step deep learning framework to improve wildfire severity classification by Simone Monaco (Politecnico di Torino), Andrea Pasini (Politecnico di Torino), Daniele Apiletti (Politecnico di Torino), Luca Colomba (Politecnico di Torino), Alessandro Farasin (Politecnico di Torino), Paolo Garza (Politecnico di Torino) and Elena Baralis (Politecnico di Torino)
  • Automating Bronchoconstriction Analysis based on U-Net by Christian Steinmeyer (Fraunhofer Institute for Toxicology and Experimental Medicine), Susann Dehmel (Fraunhofer Institute for Toxicology and Experimental Medicine), David Theidel (Fraunhofer Institute for Toxicology and Experimental Medicine), Armin Braun (Fraunhofer Institute for Toxicology and Experimental Medicine) and Lena Wiese (Fraunhofer Institute for Toxicology and Experimental Medicine)
  • Managing Data in a Big Financial Institution: Conclusions from a R&D Project by Mariusz Sienkiewicz (Poznan University of Technology) and Robert Wrembel (Poznan University of Technology)

10:45 -- 11:00 Break

11:00 -- 11:15 Invited speakers from Industry: "Empowering commercial vehicles through data-driven methodologies" by Emanuele Manfredi (Data Scientist Mngr, Accenture Spa) and Stefano Salio (Data Analytics Mngr, IVECO Spa)

11:15 -- 12:05 Session II

  • Emotion and sentiment analysis of tweets using BERT by Andrea Chiorrini (Università Politecnica delle Marche), Claudia Diamantini (Università Politecnica delle Marche), Alex Mircoli (Università Politecnica delle Marche) and Domenico Potena (Università Politecnica delle Marche)
  • Enhancing the friendliness of data analytics tasks: an automated methodology by Paolo Bethaz (Politecnico di Torino) and Tania Cerquitelli (Politecnico di Torino)
  • Profiling industrial vehicle duties using CAN bus signal segmentation and clustering by Silvia Buccafusco (Politecnico di Torino), Andrea Megaro (Politecnico di Torino), Luca Cagliero (Politecnico di Torino), Francesco Vaccarino (Politecnico di Torino), Lucia Salvatori (Tierra Spa) and Riccardo Loti (Tierra Spa)
  • The impact of Auto-Sklearn’s Learning Settings: Meta-learning, Ensembling, Time Budget, and Search Space Size by Hassan Eldeeb (University of Tartu), Oleh Matsuk (University of Tartu), Mohamed Maher (University of Tartu), Abdelrhman Eldallal (University of Tartu) and Sherif Sakr (University of Tartu)
  • Trust-empowered, IoT-driven Legitimate Data Offloading by Zakaria Maamar (Zayed University), Noura Faci (Université Claude Bernard), Fadwa Yahya (Prince Sattam Bin Abdulaziz University) and Ejub Kajan (State University of Novi Pazar)

12:05 -- 12:15 Closing

 

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