Sfoglia per Autore
Addressing Temporal Dependence, Concept Drifts, and Forgetting in Data Streams
2025-01-01 Giannini, Federico; Della Valle, Emanuele
Exploring Concept Drift Visualization and Explanation in Image Streams
2025-01-01 Ziffer, Giacomo; Della Valle, Emanuele
Grounding Stream Reasoning Research
2024-01-01 Bonte, Pieter; Calbimonte, Jean-Paul; de Leng, Daniel; Dell'Aglio, Daniele; DELLA VALLE, Emanuele; Eiter, Thomas; Giannini, Federico; Heintz, Fredrik; Schekotihin, Konstantin; Le-Phuoc, Danh; Mileo, Alessandra; Schneider, Patrik; Tommasini, Riccardo; Urbani, Jacopo; Ziffer, Giacomo
MAcPNN: Mutual Assisted Learning on Data Streams with Temporal Dependence
2024-01-01 Giannini, F.; Della Valle, E.
Integrating Large Language Models and Knowledge Graphs for Extraction and Validation of Textual Test Data
2024-01-01 De Santis, Antonio; Balduini, Marco; De Santis, Federico; Proia, Andrea; Leo, Arsenio; Brambilla, Marco; Della Valle, Emanuele
Tenet: Benchmarking Data Stream Classifiers in Presence of Temporal Dependence
2024-01-01 Ziffer, Giacomo; Giannini, Federico; Della Valle, Emanuele
An innovative artificial intelligence-based method to compress complex models into explainable, model-agnostic and reduced decision support systems with application to healthcare (NEAR)
2024-01-01 Kassem, Karim; Sperti, Michela; Cavallo, Andrea; Vergani, Andrea Mario; Fassino, Davide; Moz, Monica; Liscio, Alessandro; Banali, Riccardo; Dahlweid, Michael; Benetti, Luciano; Bruno, Francesco; Gallone, Guglielmo; De Filippo, Ovidio; Iannaccone, Mario; D'Ascenzo, Fabrizio; De Ferrari, Gaetano Maria; Morbiducci, Umberto; Della Valle, Emanuele; Deriu, Marco Agostino
Continuous Soccer Pass Detection: A Comparison between Traditional and Streaming Machine Learning Methods
2023-01-01 Menconi, Stefania; Ziffer, Giacomo; Bernardo, Alessio; Valle, Emanuele Della
Towards time-evolving analytics: Online learning for time-dependent evolving data streams
2023-01-01 Ziffer, Giacomo; Bernardo, Alessio; Della Valle, Emanuele; Cerqueira, Vitor; Bifet, Albert
cPNN: Continuous Progressive Neural Networks for Evolving Streaming Time Series
2023-01-01 Giannini, F.; Ziffer, G.; Valle, Della
Choosing the Right Time to Learn Evolving Data Streams
2023-01-01 Bernardo, Alessio; Valle, Emanuele Della; Bifet, Albert
DIA: User-defined interval analytics on distributed streams
2022-01-01 Awad, Ahmed; Tommasini, Riccardo; Langhi, Samuele; Kamel, Mahmoud; Della Valle, Emanuele; Sakr, Sherif
Accepted Tutorials at The Web Conference 2022
2022-01-01 Tommasini, R.; Roy, S. B.; Wang, X.; Wang, H.; Ji, H.; Han, J.; Nakov, P.; Da San Martino, G.; Alam, F.; Schedl, M.; Lex, E.; Bharadwaj, A.; Cormode, G.; Dojchinovski, M.; Forberg, J.; Frey, J.; Bonte, P.; Balduini, M.; Belcao, M.; Della Valle, E.; Yu, J.; Yin, H.; Chen, T.; Liu, H.; Wang, Y.; Fan, W.; Liu, X.; Dacon, J.; Lye, L.; Tang, J.; Gionis, A.; Neumann, S.; Ordozgoiti, B.; Razniewski, S.; Arnaout, H.; Ghosh, S.; Suchanek, F.; Wu, L.; Chen, Y.; Li, Y.; Liu, B.; Ilievski, F.; Garijo, D.; Chalupsky, H.; Szekely, P.; Kanellos, I.; Sacharidis, D.; Vergoulis, T.; Choudhary, N.; Rao, N.; Subbian, K.; Sengamedu, S.; Reddy, C. K.; Victor, F.; Haslhofer, B.; Katsogiannis- Meimarakis, G.; Koutrika, G.; Jin, S.; Koutra, D.; Zafarani, R.; Tsvetkov, Y.; Balachandran, V.; Kumar, S.; Zhao, X.; Chen, B.; Guo, H.; Wang, Y.; Tang, R.; Zhang, Y.; Wang, W.; Wu, P.; Feng, F.; He, X.
An extensive study of C-SMOTE, a Continuous Synthetic Minority Oversampling Technique for Evolving Data Streams
2022-01-01 Bernardo, Alessio; Della Valle, Emanuele
DEBS '21: The 15th ACM International Conference on Distributed and Event-based Systems, Virtual Event, Italy, June 28 - July 2, 2021
2021-01-01 Margara, Alessandro; Valle, Emanuele Della
SMOTE-OB: Combining SMOTE and Online Bagging for Continuous Rebalancing of Evolving Data Streams
2021-01-01 Bernardo, Alessio; Valle, Emanuele Della
Kalman Filtering for Learning with Evolving Data Streams
2021-01-01 Ziffer, Giacomo; Bernardo, Alessio; Valle, Emanuele Della; Bifet, Albert
Chimera: A Bridge Between Big Data Analytics and Semantic Technologies
2021-01-01 Belcao, Matteo; Falzone, Emanuele; Bionda, Enea; Valle, Emanuele Della
Scaling the monitoring of approximate top-k queries in streaming windows
2021-01-01 Ramperez, Victor; Zahmatkesh, Shima; Valle, Emanuele Della
IEBench: Benchmarking Streaming Learners on Imbalanced Evolving Data Streams
2021-01-01 Bernardo, Alessio; Ziffer, Giacomo; Valle, Emanuele Della
RSP4J: An API for RDF Stream Processing
2021-01-01 Tommasini, Riccardo; Bonte, Pieter; Ongenae, Femke; Della Valle, Emanuele
Predict COVID-19 Spreading With C-SMOTE
2021-01-01 Bernardo, A.; Della Valle, E.
Supporting an Expert-centric Process of New Product Introduction With Statistical Machine Learning
2021-01-01 Zahmatkesh, S.; Bernardo, A.; Falzone, E.; Di Nicola Carena, E.; Della Valle, E.
The future is big graphs: a Community View on Graph Processing Systems
2021-01-01 Sakr, Sherif; Bonifati, Angela; Voigt, Hannes; Iosup, Alexandru; Ammar, Khaled; Angles, Renzo; Aref, Walid; Arenas, Marcelo; Besta, Maciej; Boncz, Peter A.; Daudjee, Khuzaima; Valle, Emanuele Della; Dumbrava, Stefania; Hartig, Olaf; Haslhofer, Bernhard; Hegeman, Tim; Hidders, Jan; Hose, Katja; Iamnitchi, Adriana; Kalavri, Vasiliki; Kapp, Hugo; Martens, Wim; Özsu, M. Tamer; Peukert, Eric; Plantikow, Stefan; Ragab, Mohamed; Ripeanu, Matei R.; Salihoglu, Semih; Schulz, Christian; Selmer, Petra; Sequeda, Juan F.; Shinavier, Joshua; Szárnyas, Gábor; Tommasini, Riccardo; Tumeo, Antonino; Uta, Alexandru; Varbanescu, Ana Lucia; Wu, Hsiang-Yun; Yakovets, Nikolay; Yan, Da; Yoneki, Eiko
VFC-SMOTE: very fast continuous synthetic minority oversampling for evolving data streams
2021-01-01 Bernardo, Alessio; Della Valle, Emanuele
Incremental rebalancing learning on evolving data streams
2020-01-01 Bernardo, Alessio; della Valle, Emanuele; Bifet, Albert
The Kaiju project: enabling event-driven observability
2020-01-01 Scrocca, Mario; Tommasini, Riccardo; Margara, Alessandro; DELLA VALLE, Emanuele; Sakr, Sherif
Fast incremental naïve bayes with kalman filtering
2020-01-01 Ziffer, Giacomo; Bernardo, Alessio; Della Valle, Emanuele; Bifet, Albert
Stream Reasoning: From Theory to Practice
2020-01-01 Falzone, E.; Tommasini, R.; Della Valle, E.
C-SMOTE: Continuous Synthetic Minority Oversampling for Evolving Data Streams
2020-01-01 Bernardo, Alessio; Gomes, Heitor Murilo; Montiel, Jacob; Pfahringer, Bernhard; Bifet, Albert; Valle, Emanuele Della
An Outlook to Declarative Languages for Big Steaming Data
2019-01-01 Tommasini, Riccardo; Sakr, Sherif; Balduini, Marco; Valle, Emanuele Della
Continuous analytics of web streams: Half-day tutorial at the web conference 2019
2019-01-01 Tommasini, R.; Blomqvist, E.; Keskisarkka, R.; Della Valle, E.; Calbimonte, J. -P.; Bifet, A.
D 2 IA: Stream Analytics on User-Defined Event Intervals
2019-01-01 Awad, AHMED EBRAHIM ALY; Tommasini, R.; Kamel, MOHAMED HESHAM MOHAMED KAMEL MOHAMED; Della Valle, E.; Sakr, S.
Models and Practices in Urban Data Science at Scale
2019-01-01 Balduini, Marco; Brambilla, Marco; Della Valle, Emanuele; Marazzi, Christian; Arabghalizi, Tahereh; Rahdari, Behnam; Vescovi, Michele
C-Sprite: Efficient Hierarchical Reasoning for Rapid RDF Stream Processing
2019-01-01 Bonte, Pieter; Tommasini, Riccardo; De Turck, Filip; Ongenae, Femke; Valle, Emanuele Della
Streaming MASSIF: Cascading reasoning for efficient processing of IoT data streams
2018-01-01 Bonte, P.; Tommasini, R.; Della Valle, E.; De Turck, F.; Ongenae, F.
On the semantics of tpf-qs towards publishing and querying rdf streams at web-scale
2018-01-01 Taelman, R.; Tommasini, R.; Van Herwegen, J.; Sande, M. V.; Della Valle, E.; Verborgh, R.
Industry Paper: Cost-Aware Streaming Data Analysis: Distributed vs Single-Thread
2018-01-01 Balduini, Marco; Pasupathipillai, Sivam; DELLA VALLE, Emanuele
Stream Processing Languages in the Big Data Era
2018-01-01 Hirzel, Martin; Baudart, Guillaume; Bonifati, Angela; Della Valle, Emanuele; Sakr, Sherif; Akrivi Vlachou, Akrivi
VoCaLS: Vocabulary and catalog of linked streams
2018-01-01 Tommasini, R.; Sedira, Y. A.; Dell'Aglio, D.; Balduini, M.; Ali, M. I.; Le Phuoc, D.; Della Valle, E.; Calbimonte, J. -P.
Engineering of web stream processing applications
2018-01-01 Della Valle, E.; Tommasini, R.; Balduini, M.
L'inking you to a knowledge graph
2018-01-01 Tommasini, R.; Della Valle, E.
Vocals: Describing streams on the web
2018-01-01 Tommasini, R.; Sedira, Y. A.; Dell'Aglio, D.; Balduini, M.; Ali, M. I.; Le Phuoc, D.; Della Valle, E.; Calbimonte, J. -P.
Defining the execution semantics of stream processing engines
2017-01-01 Affetti, Lorenzo; Tommasini, Riccardo; Margara, Alessandro; Cugola, Gianpaolo; DELLA VALLE, Emanuele
Towards a Benchmark for Expressive Stream Reasoning
2017-01-01 Tommasini, Riccardo; Balduini, Marco; DELLA VALLE, Emanuele
Stressless RSP Benchmarking With RSPLab
2017-01-01 Mauri, Andrea; Tommasini, Riccardo; DELLA VALLE, Emanuele; Brambilla, Marco
RSPLab: RDF stream processing benchmarking made easy
2017-01-01 Tommasini, Riccardo; Della Valle, Emanuele; Mauri, Andrea; Brambilla, Marco
Stream reasoning: A survey and outlook
2017-01-01 Dell’Aglio, Daniele; Della Valle, Emanuele; van Harmelen, Frank; Bernstein, Abraham
Extracting Emerging Knowledge from Social Media
2017-01-01 Brambilla, Marco; Ceri, Stefano; Della Valle, Emanuele; Volonterio, Riccardo; ACERO SALAZAR, FELIX JAVIER
SLD Revolution: A Cheaper, Faster yet More Accurate Streaming Linked Data Framework
2017-01-01 Balduini, Marco; DELLA VALLE, Emanuele; Tommasini, Riccardo
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