Elena Baralis

256 papers A* 12A 11B 13C 6Misc 10Journal 88Unranked 101
YearRankTypeTitle / Venue / Authors
2026 — conf
AC/DG at Cruciverb-IT: Retrieval-Based Approaches for Italian Crossword Clue Answering.
EVALITA
Ali Yassine, Claudio Savelli, Davide Napolitano, Giuseppe Gallipoli, Luca Cagliero, Elena Baralis
2025 A conf
"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding.
INTERSPEECH
Alkis Koudounas, Claudio Savelli, Flavio Giobergia, Elena Baralis
2025 J jnl
"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding.
CoRR
Alkis Koudounas, Claudio Savelli, Flavio Giobergia, Elena Baralis
2025 A conf
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding.
INTERSPEECH
Alkis Koudounas, Moreno La Quatra, Eliana Pastor, Sabato Marco Siniscalchi, Elena Baralis
2025 J jnl
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding.
CoRR
Alkis Koudounas, Moreno La Quatra, Eliana Pastor, Sabato Marco Siniscalchi, Elena Baralis
2025 J jnl
A Conceptual Map for Exploring the Landscape of Large Language Models.
IEEE Access
Francesco Pierri, Anna Bernasconi, Flavio Giobergia, Claudio Savelli, Elena Baralis, Luca Cagliero, Stefano Ceri
2025 J jnl
Boosting court judgment prediction and explanation using legal entities.
Artif. Intell. Law
Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Luca Cagliero, Francesco Tarasconi, Elena Baralis
2025 J jnl
DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset.
CoRR
Alkis Koudounas, Moreno La Quatra, Elena Baralis
2025 — conf
Detecting Interpretable Subgroup Drifts.
KDD (1)
Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis
2025 — conf
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs.
ACL (Findings)
Luca Cagliero, Lorenzo Vaiani, Eliana Pastor, Alkis Koudounas, Elena Baralis, Vittorio Mazzia, Sandro Pollastrini, Thomas Gueudré, Manuel Giollo, Daniele Amberti, Yue Wu
2025 — conf
Divergence-Aware Training with Automatic Subgroup Mitigation for Breast Tumor Segmentation.
Deep-Breath@MICCAI
Eleonora Poeta, Luisa Vargas, Daniele Falcetta, Vincenzo Marcianó, Eliana Pastor, Tania Cerquitelli, Elena Baralis, Maria A. Zuluaga
2025 — conf
Divergence-aware Approaches to Mitigate Subgroup Disparities in Speech Models.
SEBD
Alkis Koudounas, Eliana Pastor, Flavio Giobergia, Elena Baralis
2025 A conf
ERASURE: A Modular and Extensible Framework for Machine Unlearning.
CIKM
Andrea D'Angelo, Claudio Savelli, Gabriele Tagliente, Flavio Giobergia, Elena Baralis, Giovanni Stilo
2025 J jnl
Hallucination Benchmark for Speech Foundation Models.
CoRR
Alkis Koudounas, Moreno La Quatra, Manuel Giollo, Sabato Marco Siniscalchi, Elena Baralis
2025 A* conf
How to Make Reproducible Research in Machine Unlearning with ERASURE.
IJCAI
Andrea D'Angelo, Claudio Savelli, Gabriele Tagliente, Flavio Giobergia, Elena Baralis, Giovanni Stilo
2025 — conf
HydroChronos: Forecasting Decades of Surface Water Change.
SIGSPATIAL/GIS
Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Isaac Corley, Tania Cerquitelli, Elena Baralis, Paolo Garza
2025 J jnl
HydroChronos: Forecasting Decades of Surface Water Change.
CoRR
Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Isaac Corley, Tania Cerquitelli, Elena Baralis, Paolo Garza
2025 — conf
MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions.
KDD (2)
Giordano Paoletti, Flavio Giobergia, Danilo Giordano, Luca Cagliero, Silvia Ronchiadin, Dario Moncalvo, Marco Mellia, Elena Baralis
2025 A conf
MVP: Multi-source Voice Pathology detection.
INTERSPEECH
Alkis Koudounas, Moreno La Quatra, Gabriele Ciravegna, Marco Fantini, Erika Crosetti, Giovanni Succo, Tania Cerquitelli, Sabato Marco Siniscalchi, Elena Baralis
2025 J jnl
MVP: Multi-source Voice Pathology detection.
CoRR
Alkis Koudounas, Moreno La Quatra, Gabriele Ciravegna, Marco Fantini, Erika Crosetti, Giovanni Succo, Tania Cerquitelli, Sabato Marco Siniscalchi, Elena Baralis
2025 — conf
Multimodal Fusion Techniques to Enhance Voice Disorder Diagnoses.
EDBT/ICDT Workshops
Qingqing Liu, Gabriele Ciravegna, Alkis Koudounas, Tania Cerquitelli, Elena Baralis
2025 — conf
Privacy Preserving Data Selection for Bias Mitigation in Speech Models.
ACL (6)
Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti
2025 — conf
Quantum Feature Selection from Interpretable Models using a QUBO Formulation.
CLEF (Working Notes)
Flavio Giobergia, Claudio Savelli, Alkis Koudounas, Elena Baralis
2025 Misc conf
voc2vec: A Foundation Model for Non-Verbal Vocalization.
ICASSP
Alkis Koudounas, Moreno La Quatra, Sabato Marco Siniscalchi, Elena Baralis
2025 J jnl
voc2vec: A Foundation Model for Non-Verbal Vocalization.
CoRR
Alkis Koudounas, Moreno La Quatra, Sabato Marco Siniscalchi, Elena Baralis
2024 J jnl
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data.
CoRR
Eleonora Poeta, Flavio Giobergia, Eliana Pastor, Tania Cerquitelli, Elena Baralis
2024 A conf
A Contrastive Learning Approach to Mitigate Bias in Speech Models.
INTERSPEECH
Alkis Koudounas, Flavio Giobergia, Eliana Pastor, Elena Baralis
2024 J jnl
A Contrastive Learning Approach to Mitigate Bias in Speech Models.
CoRR
Alkis Koudounas, Flavio Giobergia, Eliana Pastor, Elena Baralis
2024 — conf
A Synthetic Benchmark to Explore Limitations of Localized Drift Detections.
DELTA
Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis
2024 J jnl
A Synthetic Benchmark to Explore Limitations of Localized Drift Detections.
CoRR
Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis
2024 Misc conf
Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings.
ICASSP
Giuseppe Concialdi, Alkis Koudounas, Eliana Pastor, Barbara Di Eugenio, Elena Baralis
2024 — conf
Assessing Speech Model Performance: A Subgroup Perspective.
SEBD
Alkis Koudounas, Eliana Pastor, Elena Baralis
2024 — conf
Benchmarking Representations for Speech, Music, and Acoustic Events.
ICASSP Workshops
Moreno La Quatra, Alkis Koudounas, Lorenzo Vaiani, Elena Baralis, Luca Cagliero, Paolo Garza, Sabato Marco Siniscalchi
2024 J jnl
Benchmarking Representations for Speech, Music, and Acoustic Events.
CoRR
Moreno La Quatra, Alkis Koudounas, Lorenzo Vaiani, Elena Baralis, Luca Cagliero, Paolo Garza, Sabato Marco Siniscalchi
2024 J jnl
Detecting Interpretable Subgroup Drifts.
CoRR
Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis
2024 J jnl
Ex(o)plain: Subgroup-Level Analysis of Exoplanet Atmospheric Parameters.
IEEE Access
Alkis Koudounas, Flavio Giobergia, Elena Baralis
2024 — conf
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features.
EACL (1)
Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis
2024 A* ed.
IEEE International Conference on Data Mining, ICDM 2024, Abu Dhabi, United Arab Emirates, December 9-12, 2024
ICDM
Elena Baralis, Kun Zhang, Ernesto Damiani, Mérouane Debbah, Panos Kalnis, Xindong Wu
2024 — conf
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation.
ECCV Workshops (3)
Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Tania Cerquitelli, Elena Baralis, Paolo Garza
2024 J jnl
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation.
CoRR
Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Tania Cerquitelli, Elena Baralis, Paolo Garza
2024 — conf
Leveraging Confidence Models for Identifying Challenging Data Subgroups in Speech Models.
ICASSP Workshops
Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Giuseppe Attanasio, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti
2024 — conf
Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection.
EDBT/ICDT Workshops
Gabriele Ciravegna, Alkis Koudounas, Marco Fantini, Tania Cerquitelli, Elena Baralis, Erika Crosetti, Giovanni Succo
2024 Misc conf
Prioritizing Data Acquisition for end-to-end Speech Model Improvement.
ICASSP
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Luca de Alfaro, Elena Baralis
2024 — conf
Speech Analysis of Language Varieties in Italy.
LREC/COLING
Moreno La Quatra, Alkis Koudounas, Elena Baralis, Sabato Marco Siniscalchi
2024 J jnl
Speech Analysis of Language Varieties in Italy.
CoRR
Moreno La Quatra, Alkis Koudounas, Elena Baralis, Sabato Marco Siniscalchi
2024 J jnl
Towards Comprehensive Subgroup Performance Analysis in Speech Models.
IEEE ACM Trans. Audio Speech Lang. Process.
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti
2024 — conf
Towards an Explorable Conceptual Map of Large Language Models.
CAiSE Forum
Lorenzo Bertetto, Francesca Bettinelli, Alessio Buda, Marco Da Mommio, Simone Di Bari, Claudio Savelli, Elena Baralis, Anna Bernasconi, Luca Cagliero, Stefano Ceri, Francesco Pierri
2024 A conf
Voice Disorder Analysis: a Transformer-based Approach.
INTERSPEECH
Alkis Koudounas, Gabriele Ciravegna, Marco Fantini, Erika Crosetti, Giovanni Succo, Tania Cerquitelli, Elena Baralis
2024 J jnl
Voice Disorder Analysis: a Transformer-based Approach.
CoRR
Alkis Koudounas, Gabriele Ciravegna, Marco Fantini, Giovanni Succo, Erika Crosetti, Tania Cerquitelli, Elena Baralis
2023 A* conf
A Hierarchical Approach to Anomalous Subgroup Discovery.
ICDE
Eliana Pastor, Elena Baralis, Luca de Alfaro
2023 J jnl
Concept-based Explainable Artificial Intelligence: A Survey.
CoRR
Eleonora Poeta, Gabriele Ciravegna, Eliana Pastor, Tania Cerquitelli, Elena Baralis
2023 J jnl
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features.
CoRR
Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis
2023 Misc conf
Exploring Subgroup Performance in End-to-End Speech Models.
ICASSP
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Luca Cagliero, Luca de Alfaro, Elena Baralis, Daniele Amberti
2023 A conf
ITALIC: An Italian Intent Classification Dataset.
INTERSPEECH
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis
2023 J jnl
ITALIC: An Italian Intent Classification Dataset.
CoRR
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis
2023 B conf
Late Fusion-based Distributed Multimodal Learning.
IEEE Big Data
Flavio Giobergia, Elena Baralis
2023 — ed.
Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part VI
ECML/PKDD (6)
Gianmarco De Francisci Morales, Claudia Perlich, Natali Ruchansky, Nicolas Kourtellis, Elena Baralis, Francesco Bonchi
2023 — ed.
Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part VII
ECML/PKDD (7)
Gianmarco De Francisci Morales, Claudia Perlich, Natali Ruchansky, Nicolas Kourtellis, Elena Baralis, Francesco Bonchi
2023 — ed.
Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part I
ECML/PKDD (1)
Danai Koutra, Claudia Plant, Manuel Gomez-Rodriguez, Elena Baralis, Francesco Bonchi
2023 — ed.
Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part II
ECML/PKDD (2)
Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi
2023 — ed.
Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III
ECML/PKDD (3)
Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi
2023 — ed.
Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part IV
ECML/PKDD (4)
Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi
2023 — ed.
Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part V
ECML/PKDD (5)
Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi
2023 A* conf
On Computing Paradigms - Where Will Large Language Models Be Going.
ICDM
Xindong Wu, Xingquan Zhu, Elena Baralis, Ruqian Lu, Vipin Kumar, Leszek Rutkowski, Jie Tang
2023 — conf
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction.
SemEval@ACL
Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Elena Baralis, Luca Cagliero, Francesco Tarasconi
2023 J jnl
Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning.
CoRR
Flavio Giobergia, Alkis Koudounas, Elena Baralis
2023 — conf
ba휌tti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy.
EVALITA
Alkis Koudounas, Flavio Giobergia, Irene Benedetto, Simone Monaco, Luca Cagliero, Daniele Apiletti, Elena Baralis
2022 A conf
A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery.
CIKM
Luca Colomba, Alessandro Farasin, Simone Monaco, Salvatore Greco, Paolo Garza, Daniele Apiletti, Elena Baralis, Tania Cerquitelli
2022 J jnl
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case.
Comput. Ind.
Danilo Giordano, Flavio Giobergia, Eliana Pastor, Antonio La Macchia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Davide Tricarico
2022 — conf
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists.
ACL (Findings)
Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis
2022 J jnl
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists.
CoRR
Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis
2022 A* conf
How Much Attention Should we Pay to Mosquitoes?
ACM Multimedia
Moreno La Quatra, Lorenzo Vaiani, Alkis Koudounas, Luca Cagliero, Paolo Garza, Elena Baralis
2022 B conf
Legal Entity Disambiguation for Financial Crime Detection.
IEEE Big Data
Jacopo Fior, Thomas Favale, Luca Cagliero, Danilo Giordano, Marco Mellia, Elena Baralis, Silvia Ronchiadin, Paolo Baracco, Dario Moncalvo
2022 — conf
RECLAIM: Reverse Engineering Classification Metrics.
AIKE
Flavio Giobergia, Elena Baralis
2022 J jnl
Semantic Image Collection Summarization With Frequent Subgraph Mining.
IEEE Access
Andrea Pasini, Flavio Giobergia, Eliana Pastor, Elena Baralis
2022 — conf
Transformer-based Non-Verbal Emotion Recognition: Exploring Model Portability across Speakers' Genders.
MuSe @ ACM Multimedia
Lorenzo Vaiani, Alkis Koudounas, Moreno La Quatra, Luca Cagliero, Paolo Garza, Elena Baralis
2021 J jnl
Additional Reviewer Assignment by Means of Weighted Association Rules.
IEEE Trans. Emerg. Top. Comput.
Luca Cagliero, Paolo Garza, Andrea Pasini, Elena Baralis
2021 — conf
Cross-lingual timeline summarization.
AIKE
Luca Cagliero, Moreno La Quatra, Paolo Garza, Elena Baralis
2021 J jnl
Dissecting a data-driven prognostic pipeline: A powertrain use case.
Expert Syst. Appl.
Danilo Giordano, Eliana Pastor, Flavio Giobergia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Alessandra Neri, Davide Tricarico
2021 — conf
Double-Step deep learning framework to improve wildfire severity classification.
EDBT/ICDT Workshops
Simone Monaco, Andrea Pasini, Daniele Apiletti, Luca Colomba, Alessandro Farasin, Paolo Garza, Elena Baralis
2021 J jnl
Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes.
Expert Syst. Appl.
Tania Cerquitelli, Francesco Ventura, Daniele Apiletti, Elena Baralis, Enrico Macii, Massimo Poncino
2021 J jnl
How Divergent Is Your Data?
Proc. VLDB Endow.
Eliana Pastor, Andrew Gavgavian, Elena Baralis, Luca de Alfaro
2021 J jnl
Identifying Biased Subgroups in Ranking and Classification.
CoRR
Eliana Pastor, Luca de Alfaro, Elena Baralis
2021 J jnl
Leveraging full-text article exploration for citation analysis.
Scientometrics
Moreno La Quatra, Luca Cagliero, Elena Baralis
2021 — conf
Looking for Trouble: Analyzing Classifier Behavior via Pattern Divergence.
SIGMOD Conference
Eliana Pastor, Luca de Alfaro, Elena Baralis
2021 J jnl
Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data.
Comput. Ind.
Dena Markudova, Sachit Mishra, Luca Cagliero, Luca Vassio, Marco Mellia, Elena Baralis, Lucia Salvatori, Riccardo Loti
2021 A* conf
Summarize Dates First: A Paradigm Shift in Timeline Summarization.
SIGIR
Moreno La Quatra, Luca Cagliero, Elena Baralis, Alberto Messina, Maurizio Montagnuolo
2020 — conf
Bring Your Own Data to X-PLAIN.
SIGMOD Conference
Eliana Pastor, Elena Baralis
2020 — conf
Cross-Lingual Propagation of Sentiment Information Based on Bilingual Vector Space Alignment.
EDBT/ICDT Workshops
Flavio Giobergia, Luca Cagliero, Paolo Garza, Elena Baralis
2020 B conf
DSLE: A Smart Platform for Designing Data Science Competitions.
COMPSAC
Giuseppe Attanasio, Flavio Giobergia, Andrea Pasini, Francesco Ventura, Elena Baralis, Luca Cagliero, Paolo Garza, Daniele Apiletti, Tania Cerquitelli, Silvia Chiusano
2020 J jnl
Data-driven exploratory models of an electric distribution network for fault prediction and diagnosis.
Computing
Daniela Renga, Daniele Apiletti, Danilo Giordano, Matteo Nisi, Tao Huang, Yang Zhang, Marco Mellia, Elena Baralis
2020 J jnl
Effective video hyperlinking by means of enriched feature sets and monomodal query combinations.
Int. J. Multim. Inf. Retr.
Mohammad Reza Kavoosifar, Daniele Apiletti, Elena Baralis, Paolo Garza, Benoit Huet
2020 — conf
Evaluating espresso coffee quality by means of time-series feature engineering.
EDBT/ICDT Workshops
Daniele Apiletti, Eliana Pastor, Riccardo Callà, Elena Baralis
2020 J jnl
Exploiting pivot words to classify and summarize discourse facets of scientific papers.
Scientometrics
Moreno La Quatra, Luca Cagliero, Elena Baralis
2020 — conf
Improving Wildfire Severity Classification of Deep Learning U-Nets from Satellite Images.
IEEE BigData
Simone Monaco, Andrea Pasini, Daniele Apiletti, Luca Colomba, Paolo Garza, Elena Baralis
2020 — conf
Leveraging the explainability of associative classifiers to support quantitative stock trading.
DSMM@SIGMOD
Giuseppe Attanasio, Luca Cagliero, Elena Baralis
2020 — conf
Machine Learning Supported Next-Maintenance Prediction for Industrial Vehicles.
EDBT/ICDT Workshops
Sachit Mishra, Luca Vassio, Luca Cagliero, Marco Mellia, Elena Baralis, Riccardo Loti, Lucia Salvatori
2020 J jnl
Training ensembles of faceted classification models for quantitative stock trading.
Computing
Luca Cagliero, Paolo Garza, Giuseppe Attanasio, Elena Baralis
2020 J jnl
entity2rec: Property-specific knowledge graph embeddings for item recommendation.
Expert Syst. Appl.
Enrico Palumbo, Diego Monti, Giuseppe Rizzo, Raphaël Troncy, Elena Baralis
2019 — conf
A New Unsupervised Predictive-Model Self-Assessment Approach That SCALEs.
BigData Congress
Francesco Ventura, Stefano Proto, Daniele Apiletti, Tania Cerquitelli, Simone Panicucci, Elena Baralis, Enrico Macii, Alberto Macii
2019 — conf
Adaptive Hierarchical Clustering for Petrographic Image Analysis.
EDBT/ICDT Workshops
Andrea Pasini, Elena Baralis, Paolo Garza, Davide Floriello, Michela Idiomi, Andrea Ortenzi, Simone Ricci
2019 J jnl
Automating concept-drift detection by self-evaluating predictive model degradation.
CoRR
Tania Cerquitelli, Stefano Proto, Francesco Ventura, Daniele Apiletti, Elena Baralis
2019 — conf
Combining News Sentiment and Technical Analysis to Predict Stock Trend Reversal.
ICDM Workshops
Giuseppe Attanasio, Luca Cagliero, Paolo Garza, Elena Baralis
2019 — conf
Detecting Anomalies in Image Classification by Means of Semantic Relationships.
AIKE
Andrea Pasini, Elena Baralis
2019 J jnl
ELSA: A Multilingual Document Summarization Algorithm Based on Frequent Itemsets and Latent Semantic Analysis.
ACM Trans. Inf. Syst.
Luca Cagliero, Paolo Garza, Elena Baralis
2019 Misc conf
Explaining black box models by means of local rules.
SAC
Eliana Pastor, Elena Baralis
2019 — conf
Exploring energy performance certificates through visualization.
EDBT/ICDT Workshops
Tania Cerquitelli, Evelina Di Corso, Stefano Proto, Alfonso Capozzoli, Fabio Bellotti, Maria Giovanna Cassese, Elena Baralis, Marco Mellia, Silvia Casagrande, Martina Tamburini
2019 — conf
Fast Self-Organizing Maps Training.
IEEE BigData
Flavio Giobergia, Elena Baralis
2019 — conf
Heterogeneous Industrial Vehicle Usage Predictions: A Real Case.
EDBT/ICDT Workshops
Dena Markudova, Elena Baralis, Luca Cagliero, Marco Mellia, Luca Vassio, Elvio Gilberto Amparore, Riccardo Loti, Lucia Salvatori
2019 — conf
PREMISES, a Scalable Data-Driven Service to Predict Alarms in Slowly-Degrading Multi-Cycle Industrial Processes.
BigData Congress
Stefano Proto, Francesco Ventura, Daniele Apiletti, Tania Cerquitelli, Elena Baralis, Enrico Macii, Alberto Macii
2019 — conf
Poli2Sum@CL-SciSumm-19: Identify, Classify, and Summarize Cited Text Spans by means of Ensembles of Supervised Models.
BIRNDL@SIGIR
Moreno La Quatra, Luca Cagliero, Elena Baralis
2019 — conf
Quantitative cryptocurrency trading: exploring the use of machine learning techniques.
DSMM@SIGMOD
Giuseppe Attanasio, Luca Cagliero, Paolo Garza, Elena Baralis
2019 J jnl
Recommending Personalized Summaries of Teaching Materials.
IEEE Access
Luca Cagliero, Laura Farinetti, Elena Baralis
2019 B conf
Tinderbook: Fall in Love with Culture.
ESWC
Enrico Palumbo, Alberto Buzio, Andrea Gaiardo, Giuseppe Rizzo, Raphaël Troncy, Elena Baralis
2019 — conf
Towards a real-time unsupervised estimation of predictive model degradation.
BIRTE
Tania Cerquitelli, Stefano Proto, Francesco Ventura, Daniele Apiletti, Elena Baralis
2019 — conf
Transparently Mining Data from a Medium-voltage Distribution Network: A Prognostic-diagnostic Analysis.
EDBT/ICDT Workshops
Matteo Nisi, Daniela Renga, Daniele Apiletti, Danilo Giordano, Tao Huang, Yang Zhang, Marco Mellia, Elena Baralis
2018 — conf
A Density-based Preprocessing Technique to Scale Out Clustering.
IEEE BigData
Elena Baralis, Paolo Garza, Eliana Pastor
2018 — conf
An Empirical Comparison of Knowledge Graph Embeddings for Item Recommendation.
DL4KGS@ESWC
Enrico Palumbo, Giuseppe Rizzo, Raphaël Troncy, Elena Baralis, Michele Osella, Enrico Ferro
2018 — ch.
Data Mining in Databases: Languages and Indices.
A Comprehensive Guide Through the Italian Database Research
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Rosa Meo
2018 J jnl
Discovering cross-topic collaborations among researchers by exploiting weighted association rules.
Scientometrics
Luca Cagliero, Paolo Garza, Mohammad Reza Kavoosifar, Elena Baralis
2018 J jnl
Highlighter: Automatic Highlighting of Electronic Learning Documents.
IEEE Trans. Emerg. Top. Comput.
Elena Baralis, Luca Cagliero
2018 — conf
Knowledge Graph Embeddings with node2vec for Item Recommendation.
ESWC (Satellite Events)
Enrico Palumbo, Giuseppe Rizzo, Raphaël Troncy, Elena Baralis, Michele Osella, Enrico Ferro
2018 B conf
Mining Sensor Data for Predictive Maintenance in the Automotive Industry.
DSAA
Flavio Giobergia, Elena Baralis, Maria Camuglia, Tania Cerquitelli, Marco Mellia, Alessandra Neri, Davide Tricarico, Alessia Tuninetti
2018 J jnl
Scaling associative classification for very large datasets.
CoRR
Luca Venturini, Elena Baralis, Paolo Garza
2018 — conf
Translational Models for Item Recommendation.
ESWC (Satellite Events)
Enrico Palumbo, Giuseppe Rizzo, Raphaël Troncy, Elena Baralis, Michele Osella, Enrico Ferro
2017 J jnl
A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data.
Big Data Res.
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti, Pietro Michiardi
2017 J jnl
Discovering profitable stocks for intraday trading.
Inf. Sci.
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti
2017 C conf
Educational video services in universities: A systematic effectiveness analysis.
FIE
Luca Cagliero, Laura Farinetti, Marco Mezzalama, Enrico Venuto, Elena Baralis
2017 — conf
Eurecom-Polito at TRECVID 2017: Hyperlinking task.
TRECVID
Benoit Huet, Elena Baralis, Paolo Garza, Mohammad Reza Kavoosifar
2017 — conf
Experimental Validation of a Massive Educational Service in a Blended Learning Environment.
COMPSAC (1)
Elena Baralis, Luca Cagliero, Laura Farinetti, Marco Mezzalama, Enrico Venuto
2017 J jnl
Frequent Itemsets Mining for Big Data: A Comparative Analysis.
Big Data Res.
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti, Luca Venturini
2017 — conf
Identifying Collaborations among Researchers: a pattern-based approach.
BIRNDL@SIGIR (1)
Luca Cagliero, Paolo Garza, Mohammad Reza Kavoosifar, Elena Baralis
2017 J jnl
Planning stock portfolios by means of weighted frequent itemsets.
Expert Syst. Appl.
Elena Baralis, Luca Cagliero, Paolo Garza
2017 — conf
Predicting Your Next Stop-over from Location-based Social Network Data with Recurrent Neural Networks.
RecTour@RecSys
Enrico Palumbo, Giuseppe Rizzo, Raphaël Troncy, Elena Baralis
2017 — conf
SQL versus NoSQL databases for geospatial applications.
IEEE BigData
Elena Baralis, Andrea Dalla Valle, Paolo Garza, Claudio Rossi, Francesco Scullino
2017 J jnl
Scaling associative classification for very large datasets.
J. Big Data
Luca Venturini, Elena Baralis, Paolo Garza
2017 — conf
Test-Driven Summarization: Combining Formative Assessment with Teaching Document Summarization.
COMPSAC (1)
Luca Cagliero, Laura Farinetti, Elena Baralis
2016 — conf
A spectral analysis of crimes in San Francisco.
UrbanGIS@SIGSPATIAL
Luca Venturini, Elena Baralis
2016 — conf
Analyzing air pollution on the urban environment.
MIPRO
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Mohammad Reza Kavoosifar
2016 — conf
Data mining for better healthcare: A path towards automated data analysis?
ICDE Workshops
Tania Cerquitelli, Elena Baralis, Lia Morra, Silvia Chiusano
2016 — conf
Eurecom-Polito at TRECVID 2016: Hyperlinking Tasks.
TRECVID
Benoit Huet, Elena Baralis, Paolo Garza, Mohammad Reza Kavoosifar
2016 J jnl
Learning From Summaries: Supporting e-Learning Activities by Means of Document Summarization.
IEEE Trans. Emerg. Top. Comput.
Elena Baralis, Luca Cagliero
2016 J jnl
MAGMA network behavior classifier for malware traffic.
Comput. Networks
Enrico Bocchi, Luigi Grimaudo, Marco Mellia, Elena Baralis, Sabyasachi Saha, Stanislav Miskovic, Gaspar Modelo-Howard, Sung-Ju Lee
2016 — ed.
New Trends in Databases and Information Systems - ADBIS 2016 Short Papers and Workshops, BigDap, DCSA, DC, Prague, Czech Republic, August 28-31, 2016, Proceedings
ADBIS (Short Papers and Workshops)
Mirjana Ivanovic, Bernhard Thalheim, Barbara Catania, Klaus-Dieter Schewe, Marite Kirikova, Petr Saloun, Ajantha Dahanayake, Tania Cerquitelli, Elena Baralis, Pietro Michiardi
2016 B conf
SaFe-NeC: A scalable and flexible system for network data characterization.
NOMS
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Luca Venturini
2016 J jnl
SeLINA: A Self-Learning Insightful Network Analyzer.
IEEE Trans. Netw. Serv. Manag.
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Danilo Giordano, Marco Mellia, Luca Venturini
2016 — conf
Supporting stock trading in multiple foreign markets: a multilingual news summarization approach.
DSMM@SIGMOD
Elena Baralis, Luca Cagliero, Tania Cerquitelli
2015 J jnl
Digging deep into weighted patient data through multiple-level patterns.
Inf. Sci.
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza
2015 — conf
Energy Signature Analysis: Knowledge at Your Fingertips.
BigData Congress
Andrea Acquaviva, Daniele Apiletti, Antonio Attanasio, Elena Baralis, Lorenzo Bottaccioli, Federico Boni Castagnetti, Tania Cerquitelli, Silvia Chiusano, Enrico Macii, Dario Martellacci, Edoardo Patti
2015 — conf
Enhancing Energy Awareness Through the Analysis of Thermal Energy Consumption.
EDBT/ICDT Workshops
Andrea Acquaviva, Daniele Apiletti, Antonio Attanasio, Elena Baralis, Federico Boni Castagnetti, Tania Cerquitelli, Silvia Chiusano, Enrico Macii, Dario Martellacci, Edoardo Patti
2015 B conf
Generation and Evaluation of Summaries of Academic Teaching Materials.
COMPSAC
Elena Baralis, Luca Cagliero, Laura Farinetti
2015 J jnl
MWI-Sum: A Multilingual Summarizer Based on Frequent Weighted Itemsets.
ACM Trans. Inf. Syst.
Elena Baralis, Luca Cagliero, Alessandro Fiori, Paolo Garza
2015 — conf
Macroscopic view of malware in home networks.
CCNC
Alessandro Finamore, Sabyasachi Saha, Gaspar Modelo-Howard, Sung-Ju Lee, Enrico Bocchi, Luigi Grimaudo, Marco Mellia, Elena Baralis
2015 J jnl
MeTA: Characterization of Medical Treatments at Different Abstraction Levels.
ACM Trans. Intell. Syst. Technol.
Dario Antonelli, Elena Baralis, Giulia Bruno, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Naeem Ahmed Mahoto
2015 B conf
Network Connectivity Graph for Malicious Traffic Dissection.
ICCCN
Enrico Bocchi, Luigi Grimaudo, Marco Mellia, Elena Baralis, Sabyasachi Saha, Stanislav Miskovic, Gaspar Modelo-Howard, Sung-Ju Lee
2015 — conf
PaMPa-HD: A Parallel MapReduce-Based Frequent Pattern Miner for High-Dimensional Data.
ICDM Workshops
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Pietro Michiardi, Fabio Pulvirenti
2015 — conf
PaWI: Parallel Weighted Itemset Mining by Means of MapReduce.
BigData Congress
Elena Baralis, Luca Cagliero, Paolo Garza, Luigi Grimaudo
2015 B conf
Predicting Cardiopulmonary Response to Incremental Exercise Test.
CBMS
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Andrea Giordano, Alessandro Mezzani, Davide Susta, Xin Xiao
2015 J jnl
Scalable out-of-core itemset mining.
Inf. Sci.
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand
2015 J jnl
YouLighter: A Cognitive Approach to Unveil YouTube CDN and Changes.
IEEE Trans. Cogn. Commun. Netw.
Danilo Giordano, Stefano Traverso, Luigi Grimaudo, Marco Mellia, Elena Baralis, Alok Tongaonkar, Sabyasachi Saha
2015 A conf
YouLighter: An Unsupervised Methodology to Unveil YouTube CDN Changes.
ITC
Danilo Giordano, Stefano Traverso, Luigi Grimaudo, Marco Mellia, Elena Baralis, Alok Tongaonkar, Sabyasachi Saha
2015 J jnl
YouLighter: An Unsupervised Methodology to Unveil YouTube CDN Changes.
CoRR
Danilo Giordano, Stefano Traverso, Luigi Grimaudo, Marco Mellia, Elena Baralis, Alok Tongaonkar, Sabyasachi Saha
2014 J jnl
Expressive generalized itemsets.
Inf. Sci.
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Vincenzo D'Elia, Paolo Garza
2014 — conf
MGI-Cloud: discovery of misleading generalized itemsets.
SEBD
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo, Fabio Pulvirenti, Paolo Garza
2014 C conf
Misleading Generalized Itemset Mining in the Cloud.
ISPA
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Luigi Grimaudo, Fabio Pulvirenti
2014 Misc conf
NEMICO: Mining Network Data through Cloud-Based Data Mining Techniques.
UCC
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Luigi Grimaudo, Fabio Pulvirenti
2014 J jnl
RIB: A Robust Itemset-based Bayesian approach to classification.
Knowl. Based Syst.
Elena Baralis, Luca Cagliero
2014 J jnl
SeLeCT: Self-Learning Classifier for Internet Traffic.
IEEE Trans. Netw. Serv. Manag.
Luigi Grimaudo, Marco Mellia, Elena Baralis, Ram Keralapura
2013 C conf
Analysis of Twitter Data Using a Multiple-level Clustering Strategy.
MEDI
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo, Xin Xiao
2013 J jnl
Analysis of diabetic patients through their examination history.
Expert Syst. Appl.
Dario Antonelli, Elena Baralis, Giulia Bruno, Tania Cerquitelli, Silvia Chiusano, Naeem Ahmed Mahoto
2013 — conf
Association Rule Mining as a Cloud-Based Service.
SEBD
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo
2013 J jnl
Early prediction of the highest workload in incremental cardiopulmonary tests.
ACM Trans. Intell. Syst. Technol.
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Vincenzo D'Elia, Riccardo Molinari, Davide Susta
2013 J jnl
EnBay: A Novel Pattern-Based Bayesian Classifier.
IEEE Trans. Knowl. Data Eng.
Elena Baralis, Luca Cagliero, Paolo Garza
2013 C conf
Frequent weighted itemset mining from gene expression data.
BIBE
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza
2013 J jnl
GraphSum: Discovering correlations among multiple terms for graph-based summarization.
Inf. Sci.
Elena Baralis, Luca Cagliero, Naeem Ahmed Mahoto, Alessandro Fiori
2013 J jnl
Multi-document summarization based on the Yago ontology.
Expert Syst. Appl.
Elena Baralis, Luca Cagliero, Saima Jabeen, Alessandro Fiori, Sajid Shah
2013 J jnl
NetCluster: A clustering-based framework to analyze internet passive measurements data.
Comput. Networks
Elena Baralis, Andrea Bianco, Tania Cerquitelli, Luca Chiaraviglio, Marco Mellia
2013 — conf
P-Mine: Parallel itemset mining on large datasets.
ICDE Workshops
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand
2013 — conf
SeaRum: A Cloud-Based Service for Association Rule Mining.
TrustCom/ISPA/IUCC
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo
2013 — conf
Self-Learning Classifier for Internet traffic.
INFOCOM Workshops
Luigi Grimaudo, Marco Mellia, Elena Baralis, Ram Keralapura
2013 A* conf
Self-learning classifier for Internet traffic.
INFOCOM
Luigi Grimaudo, Marco Mellia, Elena Baralis, Ram Keralapura
2012 J jnl
Generalized association rule mining with constraints.
Inf. Sci.
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza
2012 B conf
Hierarchical learning for fine grained internet traffic classification.
IWCMC
Luigi Grimaudo, Marco Mellia, Elena Baralis
2012 J jnl
I-prune: Item selection for associative classification.
Int. J. Intell. Syst.
Elena Baralis, Paolo Garza
2012 J jnl
MaskedPainter: Feature selection for microarray data analysis.
Intell. Data Anal.
Daniele Apiletti, Elena Baralis, Giulia Bruno, Alessandro Fiori
2012 Misc conf
Multi-document summarization exploiting frequent itemsets.
SAC
Elena Baralis, Luca Cagliero, Saima Jabeen, Alessandro Fiori
2011 — conf
An Efficient Itemset Mining Approach for Data Streams.
KES (2)
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand, Luigi Grimaudo
2011 J jnl
CAS-Mine: providing personalized services in context-aware applications by means of generalized rules.
Knowl. Inf. Syst.
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti
2011 J jnl
Energy-saving models for wireless sensor networks.
Knowl. Inf. Syst.
Daniele Apiletti, Elena Baralis, Tania Cerquitelli
2011 J jnl
Measuring gene similarity by means of the classification distance.
Knowl. Inf. Syst.
Elena Baralis, Giulia Bruno, Alessandro Fiori
2010 Misc conf
A persistent HY-Tree to efficiently support itemset mining on large datasets.
SAC
Elena Baralis, Tania Cerquitelli, Silvia Chiusano
2010 — conf
Analysis of Medical Pathways by Means of Frequent Closed Sequences.
KES (3)
Elena Baralis, Giulia Bruno, Silvia Chiusano, Virna C. Domenici, Naeem Ahmed Mahoto, Caterina Petrigni
2010 — conf
Array-Tree: A persistent data structure to compactly store frequent itemsets.
IEEE Conf. of Intelligent Systems
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand
2010 — conf
Compactly Storing Frequent Itemsets (Extended Abstract).
SEBD
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand
2010 J jnl
Constrained itemset mining on a sequence of incoming data blocks.
Int. J. Intell. Syst.
Elena Baralis, Tania Cerquitelli, Silvia Chiusano
2010 B conf
Predicting the highest workload in cardiopulmonary test.
CBMS
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Vincenzo D'Elia, Riccardo Molinari, Davide Susta
2010 A conf
Summarizing biological literature with BioSumm.
CIKM
Elena Baralis, Alessandro Fiori
2010 — conf
Support driven opportunistic aggregation for generalized itemset extraction.
IEEE Conf. of Intelligent Systems
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Vincenzo D'Elia, Paolo Garza
2009 J jnl
Characterizing network traffic by means of the NetMine framework.
Comput. Networks
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Vincenzo D'Elia
2009 — conf
Context-Aware User and Service Profiling by Means of Generalized Association Rules.
KES (2)
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti
2009 — ch.
Extraction of Constraints from Biological Data.
Biomedical Data and Applications
Daniele Apiletti, Giulia Bruno, Elisa Ficarra, Elena Baralis
2009 — conf
Generalized Association Rules to Support Context-aware User and Service Profiling.
SEBD
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti
2009 J jnl
IMine: Index Support for Item Set Mining.
IEEE Trans. Knowl. Data Eng.
Elena Baralis, Tania Cerquitelli, Silvia Chiusano
2009 — conf
NetCluster: A Clustering-Based Framework for Internet Tomography.
ICC
Elena Baralis, Andrea Bianco, Tania Cerquitelli, Luca Chiaraviglio, Marco Mellia
2009 J jnl
Real-Time Analysis of Physiological Data to Support Medical Applications.
IEEE Trans. Inf. Technol. Biomed.
Daniele Apiletti, Elena Baralis, Giulia Bruno, Tania Cerquitelli
2008 J jnl
A Lazy Approach to Associative Classification.
IEEE Trans. Knowl. Data Eng.
Elena Baralis, Silvia Chiusano, Paolo Garza
2008 J jnl
Applying sequential rules to protein localization prediction.
Comput. Math. Appl.
Elena Baralis, Silvia Chiusano, Riccardo Dutto
2008 C conf
BioSumm: A novel summarizer oriented to biological information.
BIBE
Elena Baralis, Alessandro Fiori, Lorenzo Montrucchio
2008 — ch.
Compact Representations of Sequential Classification Rules.
Data Mining: Foundations and Practice
Elena Baralis, Silvia Chiusano, Riccardo Dutto, Luigi Mantellini
2008 — conf
Exploring Heterogeneous Biological Data Sources.
DEXA Workshops
Elena Baralis, Alessandro Fiori
2008 — conf
Generalized association rules to support Network Digest analysis.
SEBD
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Vincenzo D'Elia
2008 — ch.
Indexing Evolving Databases for Itemset Mining.
Intelligent Techniques and Tools for Novel System Architectures
Elena Baralis, Tania Cerquitelli, Silvia Chiusano
2008 — ch.
Real-Time Individuation of Global Unsafe Anomalies and Alarm Activation.
Intelligent Techniques and Tools for Novel System Architectures
Daniele Apiletti, Elena Baralis, Giulia Bruno, Tania Cerquitelli
2007 J jnl
Answering XML queries by means of data summaries.
ACM Trans. Inf. Syst.
Elena Baralis, Paolo Garza, Elisa Quintarelli, Letizia Tanca
2007 C conf
Gene-Markers Representation for Microarray Data Integration.
BIBE
Elena Baralis, Elisa Ficarra, Alessandro Fiori, Enrico Macii
2007 — conf
Modeling a Sensor Network by means of Clustering.
DEXA Workshops
Elena Baralis, Tania Cerquitelli, Vincenzo D'Elia
2007 B conf
SAPhyRA: Stream Analysis for Physiological Risk Assessment.
CBMS
Daniele Apiletti, Elena Baralis, Giulia Bruno, Tania Cerquitelli
2007 — conf
Topic 5 Parallel and Distributed Databases.
Euro-Par
Marta Patiño-Martínez, Genoveva Vargas-Solar, Elena Baralis, Bettina Kemme
2006 Misc conf
Associative text categorization exploiting negated words.
SAC
Elena Baralis, Paolo Garza
2006 J jnl
Data Cleaning and Semantic Improvement in Biological Databases.
J. Integr. Bioinform.
Daniele Apiletti, Giulia Bruno, Elisa Ficarra, Elena Baralis
2006 — conf
Selecting Representatives in a Sensor Network.
SEBD
Elena Baralis, Tania Cerquitelli
2005 — conf
Data mining techniques for effective and scalable traffic analysis.
Integrated Network Management
Mario Baldi, Elena Baralis, Fulvio Risso
2005 A* conf
Index Support for Frequent Itemset Mining in a Relational DBMS.
ICDE
Elena Baralis, Tania Cerquitelli, Silvia Chiusano
2005 — conf
Index Support for Mining Data Streams in a Relational DBMS.
SEBD
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Diego Mostile
2004 — conf
Answering Queries on XML Data by means of Association Rules.
SEBD
Elena Baralis, Paolo Garza, Elisa Quintarelli, Letizia Tanca
2004 J jnl
Essential classification rule sets.
ACM Trans. Database Syst.
Elena Baralis, Silvia Chiusano
2004 — conf
Frequent Itemset Mining in a Relational DBMS.
SEBD
Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alice Lottini, Lorena Pansa
2004 Misc conf
On support thresholds in associative classification.
SAC
Elena Baralis, Silvia Chiusano, Paolo Garza
2004 — conf
Summarizing XML Data by Means of Association Rules.
EDBT Workshops
Elena Baralis, Paolo Garza, Elisa Quintarelli, Letizia Tanca
2003 — conf
Majority Classification by Means of Association Rules.
PKDD
Elena Baralis, Paolo Garza
2003 — ch.
Materialized Views in Multidimensional Databases.
Multidimensional Databases
Stefano Paraboschi, Giuseppe Sindoni, Elena Baralis, Ernest Teniente
2003 — conf
Towards Feasible Topology Formation Algorithms for Bluetooth-based WPANs.
HICSS
Carla-Fabiana Chiasserini, Marco Ajmone Marsan, Elena Baralis, Paolo Garza
2002 A* conf
A Lazy Approach to Pruning Classification Rules.
ICDM
Elena Baralis, Paolo Garza
2002 — conf
Accurate Classification by means of Association Rules.
SEBD
Elena Baralis, Paolo Garza
2000 J jnl
An algebraic approach to static analysis of active database rules.
ACM Trans. Database Syst.
Elena Baralis, Jennifer Widom
1999 — conf
Data Mining in Data Warehouses.
SEBD
Elena Baralis, Rosa Meo, Giuseppe Psaila
1999 B conf
Incremental Refinement of Mining Queries.
DaWaK
Elena Baralis, Giuseppe Psaila
1999 — ch.
Rule Analysis
Active Rules in Database Systems
Elena Baralis
1998 J jnl
Compile-Time and Runtime Analysis of Active Behaviors.
IEEE Trans. Knowl. Data Eng.
Elena Baralis, Stefano Ceri, Stefano Paraboschi
1998 — conf
Incremental Refinement of Association Rule Mining.
SEBD
Elena Baralis, Giuseppe Psaila
1997 — conf
Amore: An Integrated Environment for Database Mining.
SEBD
Elena Baralis, Stefano Ceri, Rosa Meo, Giuseppe Psaila, Marco Richeldi
1997 J jnl
Debugging and Run-time Monitoring of Active Rules.
J. Syst. Integr.
Elena Baralis, Stefano Ceri, Stefano Paraboschi
1997 J jnl
Designing Templates for Mining Association Rules.
J. Intell. Inf. Syst.
Elena Baralis, Giuseppe Psaila
1997 A* conf
Materialized Views Selection in a Multidimensional Database.
VLDB
Elena Baralis, Stefano Paraboschi, Ernest Teniente
1997 A* conf
Performance Evaluation of Rule Semantics in Active Databases.
ICDE
Elena Baralis, Andrea Bianco
1996 — conf
Conservative Timestamp Revisited for Materialized View Maintenance in a Data Warehouse.
VIEWS
Elena Baralis, Stefano Ceri, Stefano Paraboschi
1996 J jnl
Modularization Techniques for Active Rules Design.
ACM Trans. Database Syst.
Elena Baralis, Stefano Ceri, Stefano Paraboschi
1996 J jnl
Support Environment for Active Rule Design.
J. Intell. Inf. Syst.
Elena Baralis, Stefano Ceri, Piero Fraternali, Stefano Paraboschi
1995 — conf
Design of Active Rule Applications: Issues and Approaches.
DOOD
Stefano Ceri, Elena Baralis, Piero Fraternali, Stefano Paraboschi
1995 — conf
Improving Rule Analysis by Means of Triggering and Activation Graphs.
Rules in Database Systems
Elena Baralis, Stefano Ceri, Stefano Paraboschi
1995 — conf
Run-time Detection of Non-Terminating Active Rule Systems.
DOOD
Elena Baralis, Stefano Ceri, Stefano Paraboschi
1995 — conf
Using Delta Relations to Optimize Condition Evaluation in Active Databases.
Rules in Database Systems
Elena Baralis, Jennifer Widom
1994 A* conf
An Algebraic Approach to Rule Analysis in Expert Database Systems.
VLDB
Elena Baralis, Jennifer Widom
1994 — conf
An Intelligent Database System Application: The Design of EMS.
ADB
Elena Baralis, Stefano Ceri, Gabriella Monteleone, Stefano Paraboschi
1994 A conf
Declarative Specification of Constraint Maintenance.
ER
Elena Baralis, Stefano Ceri, Stefano Paraboschi
1993 — conf
Better Termination Analysis for Active Databases.
Rules in Database Systems
Elena Baralis, Stefano Ceri, Jennifer Widom