Marco Fisichella

76 papers A* 7A 9B 5C 4Misc 1Journal 31Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	C	`conf`	End-to-End Deep Entity Resolution without Labelled Instances. DOLAP Franziska Neuhof, Marco Fisichella, George Papadakis
2026	J	`jnl`	SMBench: No-code benchmarking of learning-based entity matching. Inf. Syst. Oleh Astappiev, Franziska Neuhof, Marco Fisichella, George Papadakis
2025	A	`conf`	1st Workshop on Detecting Trust, Authority, Sense and Knowledge in Online News Media Production. WSDM Giovanni Fulantelli, Davide Taibi, Sergio Splendore, Marco Fisichella
2025	—	`conf`	An Open-Source Platform for Resilient Secure Digital Identities: The RECITALS Project. RuleML+RR (Companion) George Stamoulis, Dimitris Pavlou, Konstantinos Chousos, Manolis Koubarakis, George Papadakis, Christina Papapostolou, Georgios Smaragdakis, Zekeriya Erkin, Roland Kromes, Themis Palpanas, Salima Benbernou, Mourad Ouziri, Adel Boubetra, Paulo Correia, João Pedro, Ioan Constantin, Laurentiu Coica, Marco Fisichella, Apoorva Upadhyaya, Harshvardhan Pandit, Kyriakos Dimitriou
2025	A*	`conf`	Enhancing Online Climate Discourse: A Two-Stage Framework for Climate Content Categorization and Moderation. IJCAI Apoorva Upadhyaya, Wolfgang Nejdl, Marco Fisichella
2025	J	`jnl`	Fed-FUEL: fairness and utility enhancing agnostic federated learning framework. Data Min. Knowl. Discov. Maryam Badar, Raneen Younis, Sandipan Sikdar, Wolfgang Nejdl, Marco Fisichella
2025	J	`jnl`	Fedflow: a personalized federated learning framework for passenger flow prediction. Mach. Learn. Franca Rocco di Torrepadula, Marco Fisichella, Sergio Di Martino, Nicola Mazzocca
2025	A	`conf`	ITL-LIME: Instance-Based Transfer Learning for Enhancing Local Explanations in Low-Resource Data Settings. CIKM Rehan Raza, Guanjin Wang, Kok Wai Wong, Hamid Laga, Marco Fisichella
2025	J	`jnl`	ITL-LIME: Instance-Based Transfer Learning for Enhancing Local Explanations in Low-Resource Data Settings. CoRR Rehan Raza, Guanjin Wang, Kok Wai Wong, Hamid Laga, Marco Fisichella
2025	J	`jnl`	Interpretable zero-shot stance detection with proactive content intervention. Inf. Process. Manag. Apoorva Upadhyaya, Wolfgang Nejdl, Marco Fisichella
2025	J	`jnl`	Towards Transparent Stance Detection: A Zero-Shot Approach Using Implicit and Explicit Interpretability. CoRR Apoorva Upadhyaya, Wolfgang Nejdl, Marco Fisichella
2024	J	`jnl`	A Trustworthy Approach to Classify and Analyze Epidemic-Related Information From Microblogs. IEEE Trans. Comput. Soc. Syst. Thi Huyen Nguyen, Marco Fisichella, Koustav Rudra
2024	J	`jnl`	Corrigendum to "Disarming visualization-based approaches in malware detection systems" [Computers & Security Volume 126, March 2023, 103062]. Comput. Secur. Lara Saidia Fascì, Marco Fisichella, Gianluca Lax, Chenyin Qian
2024	J	`jnl`	Does a language model "understand" high school math? A survey of deep learning based word problem solvers. WIREs Data. Mining. Knowl. Discov. Sowmya S. Sundaram, Sairam Gurajada, Deepak Padmanabhan, Savitha Sam Abraham, Marco Fisichella
2024	J	`jnl`	Fair-CMNB: Advancing Fairness-Aware Stream Learning with Naïve Bayes and Multi-Objective Optimization. Big Data Cogn. Comput. Maryam Badar, Marco Fisichella
2024	A*	`conf`	FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning. AAAI Maryam Badar, Sandipan Sikdar, Wolfgang Nejdl, Marco Fisichella
2024	A	`conf`	Harnessing Empathy and Ethics for Relevance Detection and Information Categorization in Climate and COVID-19 Tweets. CIKM Apoorva Upadhyaya, Wolfgang Nejdl, Marco Fisichella
2024	J	`jnl`	LaMMOn: language model combined graph neural network for multi-target multi-camera tracking in online scenarios. Mach. Learn. Tuan T. Nguyen, Hoang H. Nguyen, Mina Sartipi, Marco Fisichella
2024	J	`jnl`	Multi-Vehicle Multi-Camera Tracking With Graph-Based Tracklet Features. IEEE Trans. Multim. Tuan T. Nguyen, Hoang H. Nguyen, Mina Sartipi, Marco Fisichella
2024	J	`jnl`	Open benchmark for filtering techniques in entity resolution. VLDB J. Franziska Neuhof, Marco Fisichella, George Papadakis, Konstantinos Nikoletos, Nikolaus Augsten, Wolfgang Nejdl, Manolis Koubarakis
2024	A	`conf`	TrustFed: Navigating Trade-offs Between Performance, Fairness, and Privacy in Federated Learning. ECAI Maryam Badar, Sandipan Sikdar, Wolfgang Nejdl, Marco Fisichella
2023	A	`conf`	A Multi-Task Model for Sentiment Aided Stance Detection of Climate Change Tweets. ICWSM Apoorva Upadhyaya, Marco Fisichella, Wolfgang Nejdl
2023	A*	`conf`	A Multi-task Model for Emotion and Offensive Aided Stance Detection of Climate Change Tweets. WWW Apoorva Upadhyaya, Marco Fisichella, Wolfgang Nejdl
2023	J	`jnl`	A Review of the Role of Causality in Developing Trustworthy AI Systems. CoRR Niloy Ganguly, Dren Fazlija, Maryam Badar, Marco Fisichella, Sandipan Sikdar, Johanna Schrader, Jonas Wallat, Koustav Rudra, Manolis Koubarakis, Gourab K. Patro, Wadhah Zai El Amri, Wolfgang Nejdl
2023	A*	`conf`	Benchmarking Filtering Techniques for Entity Resolution. ICDE George Papadakis, Marco Fisichella, Franziska Schoger, George Mandilaras, Nikolaus Augsten, Wolfgang Nejdl
2023	J	`jnl`	CollabGraph: A Graph-Based Collaborative Search Summary Visualization. IEEE Trans. Learn. Technol. Eleni Ilkou, Tetiana Tolmachova, Marco Fisichella, Davide Taibi
2023	J	`jnl`	Disarming visualization-based approaches in malware detection systems. Comput. Secur. Lara Saidia Fascì, Marco Fisichella, Gianluca Lax, Chenyin Qian
2023	J	`jnl`	FAC-fed: Federated adaptation for fairness and concept drift aware stream classification. Mach. Learn. Maryam Badar, Wolfgang Nejdl, Marco Fisichella
2023	A*	`conf`	FLAMES2Graph: An Interpretable Federated Multivariate Time Series Classification Framework. KDD Raneen Younis, Zahra Ahmadi, Abdul Hakmeh, Marco Fisichella
2023	J	`jnl`	Federated Learning to Safeguard Patients Data: A Medical Image Retrieval Case. Big Data Cogn. Comput. Gurtaj Singh, Vincenzo Violi, Marco Fisichella
2023	A*	`conf`	Intensity-Valued Emotions Help Stance Detection of Climate Change Twitter Data. IJCAI Apoorva Upadhyaya, Marco Fisichella, Wolfgang Nejdl
2023	J	`jnl`	Towards sentiment and Temporal Aided Stance Detection of climate change tweets. Inf. Process. Manag. Apoorva Upadhyaya, Marco Fisichella, Wolfgang Nejdl
2023	—	`conf`	Toxicity, Morality, and Speech Act Guided Stance Detection. EMNLP (Findings) Apoorva Upadhyaya, Marco Fisichella, Wolfgang Nejdl
2023	—	`conf`	Using ChatGPT to Enhance Students' Behavior in Social Media via the Moral Foundation Theory (short paper). AIxEDU@AI*IA Daniele Schicchi, Apoorva Upadhyaya, Marco Fisichella, Davide Taibi
2022	—	`conf`	A Graph-Based Approach to Detect Anomalies Based on Shared Attribute Values. AII Steffen Brauer, Marco Fisichella, Gianluca Lax, Carlo Romeo, Antonia Russo
2022	J	`jnl`	A Multi-task Model for Sentiment Aided Stance Detection of Climate Change Tweets. CoRR Apoorva Upadhyaya, Marco Fisichella, Wolfgang Nejdl
2022	J	`jnl`	Discrimination and Class Imbalance Aware Online Naive Bayes. CoRR Maryam Badar, Marco Fisichella, Vasileios Iosifidis, Wolfgang Nejdl
2022	J	`jnl`	FLY-SMOTE: Re-Balancing the Non-IID IoT Edge Devices Data in Federated Learning System. IEEE Access Raneen Younis, Marco Fisichella
2022	Misc	`conf`	How Learnweb Can Support Science Education Research on Climate Change in Social Media. MIS4TEL Apoorva Upadhyaya, Catharina Pfeiffer, Oleh Astappiev, Ivana Marenzi, Stefanie Lenzer, Andreas Nehring, Marco Fisichella
2022	J	`jnl`	How to reduce the search space of Entity Resolution: with Blocking or Nearest Neighbor search? CoRR George Papadakis, Marco Fisichella, Franziska Schoger, George Mandilaras, Nikolaus Augsten, Wolfgang Nejdl
2022	J	`jnl`	Partially-federated learning: A new approach to achieving privacy and effectiveness. Inf. Sci. Marco Fisichella, Gianluca Lax, Antonia Russo
2022	J	`jnl`	Robust Federated Learning Against Adversarial Attacks for Speech Emotion Recognition. CoRR Yi Chang, Sofiane Laridi, Zhao Ren, Gregory Palmer, Björn W. Schuller, Marco Fisichella
2022	J	`jnl`	Siamese coding network and pair similarity prediction for near-duplicate image detection. Int. J. Multim. Inf. Retr. Marco Fisichella
2022	J	`jnl`	Why are NLP Models Fumbling at Elementary Math? A Survey of Deep Learning based Word Problem Solvers. CoRR Sowmya S. Sundaram, Sairam Gurajada, Marco Fisichella, Deepak P, Savitha Sam Abraham
2021	J	`jnl`	Can Deep Learning Improve Technical Analysis of Forex Data to Predict Future Price Movements? IEEE Access Marco Fisichella, Filippo Garolla
2021	J	`jnl`	Event Detection in Wikipedia Edit History Improved by Documents Web Based Automatic Assessment. Big Data Cogn. Comput. Marco Fisichella, Andrea Ceroni
2021	J	`jnl`	Unified approach to retrospective event detection for event- based epidemic intelligence. Int. J. Digit. Libr. Marco Fisichella
2017	A	`conf`	JustEvents: A Crowdsourced Corpus for Event Validation with Strict Temporal Constraints. ECIR Andrea Ceroni, Ujwal Gadiraju, Marco Fisichella
2016	—	`ed.`	Proceedings of the 1st International Workshop on Online Safety, Trust and Fraud Prevention, OnSt@WebSci 2016, Hannover, Germany, May 22-25, 2016 OnSt@WebSci Marco Fisichella
2016	A*	`conf`	Where the Event Lies: Predicting Event Occurrence in Textual Documents. SIGIR Andrea Ceroni, Ujwal Gadiraju, Jan Matschke, Simon Wingert, Marco Fisichella
2015	A	`conf`	Improving Event Detection by Automatically Assessing Validity of Event Occurrence in Text. CIKM Andrea Ceroni, Ujwal Kumar Gadiraju, Marco Fisichella
2014	C	`conf`	Information Evolution in Wikipedia. OpenSym Andrea Ceroni, Mihai Georgescu, Ujwal Gadiraju, Kaweh Djafari Naini, Marco Fisichella
2014	—	`conf`	Predicting Pair Similarities for Near-Duplicate Detection in High Dimensional Spaces. DEXA (2) Marco Fisichella, Andrea Ceroni, Fan Deng, Wolfgang Nejdl
2014	J	`jnl`	Should I Care about Your Opinion? Detection of Opinion Interestingness and Dynamics in Social Media. Future Internet Diana Maynard, Gerhard Gossen, Adam Funk, Marco Fisichella
2014	A	`conf`	Towards an Entity-Based Automatic Event Validation. ECIR Andrea Ceroni, Marco Fisichella
2014	—	`conf`	WikipEvent: Leveraging Wikipedia Edit History for Event Detection. WISE (2) Tuan Tran, Andrea Ceroni, Mihai Georgescu, Kaweh Djafari Naini, Marco Fisichella
2014	—	`conf`	WikipEvent: Temporal Event Data for the Semantic Web. ISWC (Posters & Demos) Ujwal Gadiraju, Kaweh Djafari Naini, Andrea Ceroni, Mihai Georgescu, Dang Duc Pham, Marco Fisichella
2013	B	`conf`	Automatic Competence Leveling of Learning Objects. ICALT Ricardo Kawase, Patrick Siehndel, Bernardo Pereira Nunes, Marco Fisichella
2013	—	`conf`	Automatic classification of documents in cold-start scenarios. WIMS Ricardo Kawase, Marco Fisichella, Bernardo Pereira Nunes, Kyung-Hun Ha, Markus Bick
2013	—	`conf`	OpenScout: harvesting business and management learning objects from the web of data. WWW (Companion Volume) Ricardo Kawase, Marco Fisichella, Katja Niemann, Vassilis Pitsilis, Aristides Vidalis, Philipp Holtkamp, Bernardo Pereira Nunes
2012	—	`—`	Clustering information entities based on statistical methods. Marco Fisichella
2012	C	`conf`	Improving Flexibility of Workflow Management Systems via a Policy-enhanced Collaborative Framework. WEBIST Alfredo Cuzzocrea, Marco Fisichella
2012	—	`conf`	Polynomial Asymptotic Complexity of Multiple-Objective OLAP Data Cube Compression. IPMU (2) Alfredo Cuzzocrea, Marco Fisichella
2012	B	`conf`	Towards Automatic Competence Assignment of Learning Objects. EC-TEL Ricardo Kawase, Patrick Siehndel, Bernardo Pereira Nunes, Marco Fisichella, Wolfgang Nejdl
2012	—	`conf`	User profile based activities in flexible processes. WIMS Marco Fisichella, Juri Luca De Coi, Ricardo Kawase, Maristella Matera
2011	—	`conf`	A flexible graph-based approach for matching composite semantic web services. EDBT/ICDT Workshop on Linked Web Data Management Alfredo Cuzzocrea, Marco Fisichella
2011	C	`conf`	Detecting Health Events on the Social Web to Enable Epidemic Intelligence. SPIRE Marco Fisichella, Avaré Stewart, Alfredo Cuzzocrea, Kerstin Denecke
2011	B	`conf`	Discovering semantic Web services via advanced graph-based matching. SMC Alfredo Cuzzocrea, Marco Fisichella
2011	—	`conf`	Graph-Based Matching of Composite OWL-S Services. DASFAA Workshops Alfredo Cuzzocrea, Juri Luca De Coi, Marco Fisichella, Dimitrios Skoutas
2011	—	`conf`	Process flexibility through customizable activities: A mashup-based approach. ICDE Workshops Marco Fisichella, Maristella Matera
2011	B	`conf`	Unsupervised Auto-tagging for Learning Object Enrichment. EC-TEL Ernesto Diaz-Aviles, Marco Fisichella, Ricardo Kawase, Wolfgang Nejdl, Avaré Stewart
2010	—	`conf`	Detecting Public Health Indicators from the Web for Epidemic Intelligence. eHealth Avaré Stewart, Marco Fisichella, Kerstin Denecke
2010	—	`conf`	Efficient Incremental Near Duplicate Detection Based on Locality Sensitive Hashing. DEXA (1) Marco Fisichella, Fan Deng, Wolfgang Nejdl
2010	—	`conf`	Managing Adaptivity in Web Collaborative Processes Using Policies and User Profiles. ICWE Workshops Juri Luca De Coi, Marco Fisichella, Maristella Matera
2010	B	`conf`	Skill-Based Scouting of Open Management Content. EC-TEL Katja Niemann, Uta Schwertel, Marco Kalz, Alexander Mikroyannidis, Marco Fisichella, Martin Friedrich, Michele Dicerto, Kyung-Hun Ha, Philipp Holtkamp, Ricardo Kawase
2010	A	`conf`	Unsupervised public health event detection for epidemic intelligence. CIKM Marco Fisichella, Avaré Stewart, Kerstin Denecke, Wolfgang Nejdl