Archivio Istituzionale della RicercaPASTOR, ELIANA
PASTOR, ELIANA
Dipartimento di Automatica e Informatica
046375
Deriving Local Internal Logic for Black Box Models
2018 Pastor, Eliana
A Density-based Preprocessing Technique to Scale Out Clustering
2018 Baralis, Elena; Garza, Paolo; Pastor, Eliana
Enhancing Interpretability of Black Box Models by means of Local Rules
2019 Pastor, Eliana; Baralis, ELENA MARIA
Explaining black box models by means of local rules
2019 Pastor, E.; Baralis, E.
Evaluating espresso coffee quality by means of time-series feature engineering
2020 Apiletti, D.; Pastor, E.; Callà, R.; Baralis, E.
Correlating Espresso Quality with Coffee-Machine Parameters by Means of Association Rule Mining
2020 Apiletti, Daniele; Pastor, Eliana
Bring Your Own Data to X-PLAIN
2020 Pastor, E.; Baralis, E.
PoliTeam@AMI: Improving Sentence Embedding Similarity with Misogyny Lexicons for Automatic Misogyny Identification in Italian Tweets
2020 Attanasio, Giuseppe; Pastor, Eliana
Identifying Biased Subgroups in Ranking and Classification
2021 Pastor, Eliana; de Alfaro, Luca; Baralis, ELENA MARIA
Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case
2021 Giordano, Danilo; Pastor, Eliana; Giobergia, Flavio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Neri, Alessandra; Tricarico, Davide
How Divergent Is Your Data?
2021 Pastor, Eliana; Gavgavian, Andrew; Baralis, Elena; de Alfaro, Luca
Looking for Trouble: Analyzing Classifier Behavior via Pattern Divergence
2021 Pastor, Eliana; de Alfaro, Luca; Baralis, Elena
Pattern-based algorithms for Explainable AI
2021 Pastor, Eliana
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case
2022 Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide
Benchmarking Post-Hoc Interpretability Approaches for Transformer-based Misogyny Detection
2022 Attanasio, Giuseppe; Nozza, Debora; Pastor, Eliana; Hovy, Dirk
Semantic Image Collection Summarization with Frequent Subgraph Mining
2022 Pasini, Andrea; Giobergia, Flavio; Pastor, Eliana; Baralis, ELENA MARIA
ferret: a Framework for Benchmarking Explainers on Transformers
2023 Attanasio, Giuseppe; Pastor, Eliana; Di Bonaventura, Chiara; Nozza, Debora
Exploring Subgroup Performance In End-to-End Speech Models
2023 Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Cagliero, Luca; de Alfaro, Luca; Baralis, ELENA MARIA; Amberti, Daniele
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction
2023 Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Baralis, Elena; Cagliero, Luca; Tarasconi, Francesco
ITALIC: An Italian Intent Classification Dataset
2023 Koudounas, Alkis; LA QUATRA, Moreno; Vaiani, Lorenzo; Colomba, Luca; Attanasio, Giuseppe; Pastor, Eliana; Cagliero, Luca; Baralis, Elena
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Deriving Local Internal Logic for Black Box Models / Pastor, Eliana. - ELETTRONICO. - 2161:(2018), pp. 1-4. (Intervento presentato al convegno SEBD 2018 26th Italian Symposium on Advanced Database Systems tenutosi a Castellaneta Marina (Italy) nel June 24-27, 2018). | 1-gen-2018 | PASTOR, ELIANA | paper47.pdf |
| A Density-based Preprocessing Technique to Scale Out Clustering / Baralis, Elena; Garza, Paolo; Pastor, Eliana. - ELETTRONICO. - (2018), pp. 2078-2087. (Intervento presentato al convegno 2018 IEEE International Conference on Big Data (Big Data) tenutosi a Seattle, WA, USA nel December 10-13 2018) [10.1109/BigData.2018.8621870]. | 1-gen-2018 | Baralis, ElenaGarza, PaoloPastor, Eliana | - |
| Enhancing Interpretability of Black Box Models by means of Local Rules / Pastor, Eliana; Baralis, ELENA MARIA. - ELETTRONICO. - (2019). (Intervento presentato al convegno 6th ACM Celebration of Women in Computing: womENcourage 2019 tenutosi a Rome (Italy) nel 16-18 September 2019). | 1-gen-2019 | Eliana PastorElena Baralis | womENcourage_2019_paper_69.pdf |
| Explaining black box models by means of local rules / Pastor, E.; Baralis, E.. - ELETTRONICO. - 147772:(2019), pp. 510-517. (Intervento presentato al convegno 34th Annual ACM Symposium on Applied Computing, SAC 2019 tenutosi a Limassol (CY) nel 2019) [10.1145/3297280.3297328]. | 1-gen-2019 | Pastor E.Baralis E. | - |
| Evaluating espresso coffee quality by means of time-series feature engineering / Apiletti, D.; Pastor, E.; Callà, R.; Baralis, E.. - ELETTRONICO. - 2578:(2020). (Intervento presentato al convegno Workshops of the 23rd International Conference on Extending Database Technology/23rd International Conference on Database Theory, EDBT-ICDT-WS 2020 tenutosi a dnk nel 2020). | 1-gen-2020 | Apiletti D.Pastor E.Baralis E. + | DARLIAP5.pdf |
| Correlating Espresso Quality with Coffee-Machine Parameters by Means of Association Rule Mining / Apiletti, Daniele; Pastor, Eliana. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 9:1(2020). [10.3390/electronics9010100] | 1-gen-2020 | Apiletti, DanielePastor, Eliana | electronics-09-00100-v2.pdf |
| Bring Your Own Data to X-PLAIN / Pastor, E.; Baralis, E.. - In: PROCEEDINGS - ACM-SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA. - ISSN 0730-8078. - (2020), pp. 2805-2808. (Intervento presentato al convegno 2020 ACM SIGMOD International Conference on Management of Data, SIGMOD 2020 tenutosi a usa nel 2020) [10.1145/3318464.3384710]. | 1-gen-2020 | Pastor E.Baralis E. | 3318464.3384710.pdf; X_PLAIN_SIGMOD_2020.pdf |
| PoliTeam@AMI: Improving Sentence Embedding Similarity with Misogyny Lexicons for Automatic Misogyny Identification in Italian Tweets / Attanasio, Giuseppe; Pastor, Eliana. - ELETTRONICO. - 2765:(2020). (Intervento presentato al convegno Evaluation Campaign of Natural Language Processing and Speech tools for Italian tenutosi a Online nel 17 December 2020). | 1-gen-2020 | Attanasio, GiuseppePastor, Eliana | PoliTeam_AMI2020_Attanasio_Pastor_Preprint.pdf; EVALITA2020_paper142.pdf |
| Identifying Biased Subgroups in Ranking and Classification / Pastor, Eliana; de Alfaro, Luca; Baralis, ELENA MARIA. - ELETTRONICO. - (2021). [10.48550/arxiv.2108.07450] | 1-gen-2021 | Eliana PastorElena Baralis + | 2108.07450.pdf |
| Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case / Giordano, Danilo; Pastor, Eliana; Giobergia, Flavio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Neri, Alessandra; Tricarico, Davide. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - ELETTRONICO. - (2021), p. 115109. [10.1016/j.eswa.2021.115109] | 1-gen-2021 | Giordano, DaniloPastor, ElianaGiobergia, FlavioCerquitelli, TaniaBaralis, ElenaMellia, MarcoNeri, AlessandraTricarico, Davide | Giordano_ExpertSystemPredictiveMaincenance_Final.pdf; Giordano_ExpertSystemPredictiveMaincenance.pdf; Giordano_ExpertPostprint.pdf |
| How Divergent Is Your Data? / Pastor, Eliana; Gavgavian, Andrew; Baralis, Elena; de Alfaro, Luca. - ELETTRONICO. - 14:(2021), pp. 2835-2838. (Intervento presentato al convegno 47th International Conference on Very Large Data Bases) [10.14778/3476311.3476357]. | 1-gen-2021 | Pastor, ElianaBaralis, Elena + | p2835-pastor.pdf |
| Looking for Trouble: Analyzing Classifier Behavior via Pattern Divergence / Pastor, Eliana; de Alfaro, Luca; Baralis, Elena. - ELETTRONICO. - (2021), pp. 1400-1412. (Intervento presentato al convegno SIGMOD/PODS '21: International Conference on Management of Data tenutosi a Virtual Event, China nel June 20–25, 2021) [10.1145/3448016.3457284]. | 1-gen-2021 | Pastor, ElianaBaralis, Elena + | DivExplorer_SIGMOD_2021_Pastor_deAlfaro_Baralis.pdf; 3448016.3457284.pdf |
| Pattern-based algorithms for Explainable AI / Pastor, Eliana. - (2021 Oct 22), pp. 1-167. | 22-ott-2021 | PASTOR, ELIANA | phd_thesis_pastor_pdfa.pdf; summary_phd_thesis_pastor_pdfa.pdf |
| Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case / Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide. - In: COMPUTERS IN INDUSTRY. - ISSN 0166-3615. - ELETTRONICO. - 134:(2022), p. 103554. [10.1016/j.compind.2021.103554] | 1-gen-2022 | Giordano, DaniloGiobergia, FlavioPastor, ElianaLa Macchia, AntonioCerquitelli, TaniaBaralis, ElenaMellia, MarcoTricarico, Davide | 1-s2.0-S0166361521001615-main.pdf; Giordano_PREPIPE.pdf |
| Benchmarking Post-Hoc Interpretability Approaches for Transformer-based Misogyny Detection / Attanasio, Giuseppe; Nozza, Debora; Pastor, Eliana; Hovy, Dirk. - (2022), pp. 100-112. (Intervento presentato al convegno Association for Computational Linguistics) [10.18653/v1/2022.nlppower-1.11]. | 1-gen-2022 | Attanasio, GiuseppePastor, Eliana + | 2022.nlppower-1.11.pdf |
| Semantic Image Collection Summarization with Frequent Subgraph Mining / Pasini, Andrea; Giobergia, Flavio; Pastor, Eliana; Baralis, ELENA MARIA. - In: IEEE ACCESS. - ISSN 2169-3536. - 10:(2022), pp. 131747-131764. [10.1109/ACCESS.2022.3229654] | 1-gen-2022 | andrea pasiniflavio giobergiaeliana pastorelena baralis | Semantic_Image_Collection_Summarization_With_Frequent_Subgraph_Mining.pdf |
| ferret: a Framework for Benchmarking Explainers on Transformers / Attanasio, Giuseppe; Pastor, Eliana; Di Bonaventura, Chiara; Nozza, Debora. - ELETTRONICO. - (2023), pp. 256-266. (Intervento presentato al convegno European Chapter of the Association for Computational Linguistics tenutosi a Dubrovnik, Croatia nel 2-6 May, 2023). | 1-gen-2023 | Pastor, Eliana + | ferret_EACL23_Demo.pdf; 2023.eacl-demo.29.pdf |
| Exploring Subgroup Performance In End-to-End Speech Models / Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Cagliero, Luca; de Alfaro, Luca; Baralis, ELENA MARIA; Amberti, Daniele. - (2023), pp. 1-5. (Intervento presentato al convegno 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) tenutosi a Rhodes Island (Greece) nel 4-10 June 2023) [10.1109/ICASSP49357.2023.10095284]. | 1-gen-2023 | Alkis KoudounasEliana PastorLuca CaglieroElena Baralis + | ICASSP23__Divergent_behaviors_in_E2E_systems.pdf; Exploring_Subgroup_Performance_in_End-to-End_Speech_Models.pdf |
| PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction / Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Baralis, Elena; Cagliero, Luca; Tarasconi, Francesco. - ELETTRONICO. - (2023), pp. 1401-1411. (Intervento presentato al convegno SemEval-2023 (Workshop of ACL) tenutosi a Toronto (CAN) nel July 9–14, 2023) [10.18653/v1/2023.semeval-1.194]. | 1-gen-2023 | Irene BenedettoAlkis KoudounasLorenzo VaianiEliana PastorElena BaralisLuca Cagliero + | 2023.semeval-1.194.pdf |
| ITALIC: An Italian Intent Classification Dataset / Koudounas, Alkis; LA QUATRA, Moreno; Vaiani, Lorenzo; Colomba, Luca; Attanasio, Giuseppe; Pastor, Eliana; Cagliero, Luca; Baralis, Elena. - ELETTRONICO. - (2023), pp. 2153-2157. (Intervento presentato al convegno INTERSPEECH 2023 tenutosi a Dublin (Ireland) nel 20 August - 24 August 2023) [10.21437/Interspeech.2023-1980]. | 1-gen-2023 | Alkis KoudounasMoreno La QuatraLorenzo VaianiLuca ColombaGiuseppe AttanasioEliana PastorLuca CaglieroElena Baralis | italic_oa.pdf; koudounas23_interspeech.pdf |