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2020 – today
- 2023
[j88]Fausto Giunchiglia, Gábor Bella, Nandu Chandran Nair, Yang Chi, Hao Xu:
Representing interlingual meaning in lexical databases. Artif. Intell. Rev. 56(10): 11053-11069 (2023)- [j87]Rui Song, Fausto Giunchiglia, Ke Zhao, Hao Xu:
Topological enhanced graph neural networks for semi-supervised node classification. Appl. Intell. 53(20): 23538-23552 (2023) - [j86]Kalia Orphanou
, Jahna Otterbacher, Styliani Kleanthous, Khuyagbaatar Batsuren, Fausto Giunchiglia, Veronika Bogina, Avital Shulner-Tal, Alan Hartman, Tsvi Kuflik:
Mitigating Bias in Algorithmic Systems - A Fish-eye View. ACM Comput. Surv. 55(5): 87:1-87:37 (2023) - [j85]Rui Song, Fausto Giunchiglia, Lida Shi, Qiang Shen, Hao Xu:
SUNET: Speaker-utterance interaction Graph Neural Network for Emotion Recognition in Conversations. Eng. Appl. Artif. Intell. 123(Part B): 106315 (2023) - [j84]Houchou Han, Yanchun Liang, Gábor Bella, Fausto Giunchiglia, Dalin Li:
LFDNN: A Novel Hybrid Recommendation Model Based on DeepFM and LightGBM. Entropy 25(4): 638 (2023) - [j83]Rui Song, Fausto Giunchiglia, Yingji Li, Lida Shi, Hao Xu:
Measuring and mitigating language model biases in abusive language detection. Inf. Process. Manag. 60(3): 103277 (2023) - [j82]Renchu Guan, Haoyu Pang, Fausto Giunchiglia, Yanchun Liang, Xiaoyue Feng:
Cross-Domain Meta-Learner for Cold-Start Recommendation. IEEE Trans. Knowl. Data Eng. 35(8): 7829-7843 (2023) - [c226]Karim Assi, Lakmal Meegahapola, William Droz, Peter Kun, Amalia de Götzen, Miriam Bidoglia, Sally Stares, George Gaskell, Altangerel Chagnaa, Amarsanaa Ganbold, Tsolmon Zundui, Carlo Caprini, Daniele Miorandi, José Luis Zarza, Alethia Hume, Luca Cernuzzi, Ivano Bison, Marcelo Dario Rodas Britez, Matteo Busso, Ronald Chenu-Abente, Fausto Giunchiglia, Daniel Gatica-Perez:
Complex Daily Activities, Country-Level Diversity, and Smartphone Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK. CHI 2023: 506:1-506:23 - [c225]Fausto Giunchiglia, Mayukh Bagchi, Xiaolei Diao:
A Semantics-Driven Methodology for High-Quality Image Annotation. ECAI 2023: 851-858 - [c224]Loizos Michael, Fausto Giunchiglia, Jessica Heesen:
Diversity-Aware Hybrid Human-Artificial Intelligence (Preface). HHAI Workshops 2023: 194-197 - [c223]Andrea Mercado, Alethia Hume, Ivano Bison, Fausto Giunchiglia, Amarsanaa Ganbold, Luca Cernuzzi:
Social Interactions Mediated by the Internet and the Big- Five: A Cross-Country Analysis (Short Paper). HHAI Workshops 2023: 233-237 - [c222]Luca Erculiani, Andrea Bontempelli, Andrea Passerini, Fausto Giunchiglia:
Egocentric Hierarchical Visual Semantics. HHAI 2023: 320-329 - [c221]Fausto Giunchiglia, Xiaolei Diao, Mayukh Bagchi:
Incremental Image Labeling Via Iterative Refinement. ICASSP Workshops 2023: 1-5 - [c220]Mingjie Tian, Fausto Giunchiglia, Rui Song, Xing Chen, Hao Xu:
Enhancing Ontology Translation Through Cross-Lingual Agreement. ICASSP 2023: 1-5 - [c219]Renchu Guan, Hao Zhang, Yanchun Liang, Fausto Giunchiglia, Lan Huang, Xiaoyue Feng:
Deep Feature-Based Text Clustering and Its Explanation. ICDE 2023: 3871-3872 - [c218]Andrea Bontempelli, Stefano Teso, Katya Tentori, Fausto Giunchiglia, Andrea Passerini:
Concept-level Debugging of Part-Prototype Networks. ICLR 2023 - [c217]Fausto Giunchiglia, Mayukh Bagchi, Xiaolei Diao:
Aligning Visual and Lexical Semantics. iConference (1) 2023: 294-302 - [c216]Yonghao Liu, Di Liang, Mengyu Li, Fausto Giunchiglia, Ximing Li, Sirui Wang, Wei Wu, Lan Huang, Xiaoyue Feng, Renchu Guan:
Local and Global: Temporal Question Answering via Information Fusion. IJCAI 2023: 5141-5149 - [i50]Fausto Giunchiglia, Gábor Bella, Nandu Chandran Nair, Yang Chi, Hao Xu:
Representing Interlingual Meaning in Lexical Databases. CoRR abs/2301.09169 (2023) - [i49]Karim Assi, Lakmal Meegahapola, William Droz, Peter Kun, Amalia de Götzen, Miriam Bidoglia, Sally Stares, George Gaskell, Altangerel Chagnaa, Amarsanaa Ganbold, Tsolmon Zundui, Carlo Caprini, Daniele Miorandi, Alethia Hume, José Luis Zarza, Luca Cernuzzi, Ivano Bison, Marcelo Dario Rodas Britez, Matteo Busso, Ronald Chenu-Abente, Fausto Giunchiglia, Daniel Gatica-Perez:
Complex Daily Activities, Country-Level Diversity, and Smartphone Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK. CoRR abs/2302.08591 (2023) - [i48]Mattia Fumagalli, Daqian Shi, Fausto Giunchiglia:
Towards Ranking Schemas by Focus. CoRR abs/2302.13591 (2023) - [i47]Daqian Shi, Fausto Giunchiglia:
Recognizing Entity Types via Properties. CoRR abs/2304.07910 (2023) - [i46]Fausto Giunchiglia, Xiaolei Diao, Mayukh Bagchi:
Incremental Image Labeling via Iterative Refinement. CoRR abs/2304.08989 (2023) - [i45]Luca Erculiani, Andrea Bontempelli, Andrea Passerini, Fausto Giunchiglia:
Egocentric Hierarchical Visual Semantics. CoRR abs/2305.05422 (2023) - [i44]Simone Bocca, Alessio Zamboni, Gábor Bella, Yamini Chandrashekar, Mayukh Bagchi, Gabriel M. Kuper, Paolo Bouquet, Fausto Giunchiglia:
Building Interoperable Electronic Health Records as Purpose-Driven Knowledge Graphs. CoRR abs/2305.06088 (2023) - [i43]Andrea Mercado, Alethia Hume, Ivano Bison, Fausto Giunchiglia, Amarsanaa Ganbold, Luca Cernuzzi:
Social interactions mediated by the Internet and the Big-Five: a cross-country analysis. CoRR abs/2306.05884 (2023) - [i42]Nicolò A. Girardini, Simone Centellegher, Andrea Passerini, Ivano Bison, Fausto Giunchiglia, Bruno Lepri:
Adaptation of Student Behavioural Routines during COVID-19: A Multimodal Approach. CoRR abs/2306.08561 (2023) - [i41]Rui Song, Fausto Giunchiglia, Yingji Li, Hao Xu:
Automatic Counterfactual Augmentation for Robust Text Classification Based on Word-Group Search. CoRR abs/2307.01214 (2023) - [i40]Gábor Bella, Paula Helm, Gertraud Koch, Fausto Giunchiglia:
Towards Bridging the Digital Language Divide. CoRR abs/2307.13405 (2023) - [i39]Paula Helm, Gábor Bella, Gertraud Koch, Fausto Giunchiglia:
Diversity and Language Technology: How Techno-Linguistic Bias Can Cause Epistemic Injustice. CoRR abs/2307.13714 (2023) - [i38]Fausto Giunchiglia, Mayukh Bagchi, Xiaolei Diao:
A semantics-driven methodology for high-quality image annotation. CoRR abs/2307.14119 (2023) - [i37]Hadi Khalilia, Gábor Bella, Abed Alhakim Freihat, Shandy Darma, Fausto Giunchiglia:
Lexical Diversity in Kinship Across Languages and Dialects. CoRR abs/2308.13056 (2023) - [i36]Andrea Mercado, Alethia Hume, Ivano Bison, Fausto Giunchiglia, Amarsanaa Ganbold, Luca Cernuzzi:
Social Interactions Mediated by the Internet and the Big- Five: a Cross-Country Analysis. CoRR abs/2309.10681 (2023) - [i35]Mattia Fumagalli, Marco Boffo, Daqian Shi, Mayukh Bagchi, Fausto Giunchiglia:
Towards a Gateway for Knowledge Graph Schemas Collection, Analysis, and Embedding. CoRR abs/2311.12465 (2023) - 2022
- [j81]Wanyi Zhang, Mattia Zeni, Andrea Passerini, Fausto Giunchiglia:
Skeptical Learning - An Algorithm and a Platform for Dealing with Mislabeling in Personal Context Recognition. Algorithms 15(4): 109 (2022) - [j80]Yucheng Huang, Rui Song, Fausto Giunchiglia, Hao Xu:
A Multitask Learning Framework for Abuse Detection and Emotion Classification. Algorithms 15(4): 116 (2022) - [j79]Rui Song, Fausto Giunchiglia, Ke Zhao, Mingjie Tian, Hao Xu:
Graph topology enhancement for text classification. Appl. Intell. 52(13): 15091-15104 (2022) - [j78]Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini, Stefano Teso:
Human-in-the-loop handling of knowledge drift. Data Min. Knowl. Discov. 36(5): 1865-1884 (2022) - [j77]Lakmal Meegahapola, William Droz, Peter Kun, Amalia de Götzen, Chaitanya Nutakki, Shyam Diwakar, Salvador Ruiz-Correa, Donglei Song, Hao Xu, Miriam Bidoglia, George Gaskell, Altangerel Chagnaa, Amarsanaa Ganbold, Tsolmon Zundui, Carlo Caprini, Daniele Miorandi, Alethia Hume, José Luis Zarza, Luca Cernuzzi, Ivano Bison, Marcelo Rodas Britez, Matteo Busso, Ronald Chenu-Abente, Can Gunel, Fausto Giunchiglia, Laura Schelenz, Daniel Gatica-Perez:
Generalization and Personalization of Mobile Sensing-Based Mood Inference Models: An Analysis of College Students in Eight Countries. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(4): 176:1-176:32 (2022) - [j76]Rui Song, Fausto Giunchiglia, Qiang Shen, Nan Li, Hao Xu:
Improving Abusive Language Detection with online interaction network. Inf. Process. Manag. 59(5): 103009 (2022) - [j75]Khuyagbaatar Batsuren, Gábor Bella, Fausto Giunchiglia:
A large and evolving cognate database. Lang. Resour. Evaluation 56(1): 165-189 (2022) - [j74]Xiutiao Ye, Shuang Wang, Yu Gu, Jihui Wang, Ruixuan Wang, Biao Hou, Fausto Giunchiglia, Licheng Jiao:
A Joint-Training Two-Stage Method For Remote Sensing Image Captioning. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j73]Renchu Guan, Hao Zhang, Yanchun Liang, Fausto Giunchiglia, Lan Huang, Xiaoyue Feng:
Deep Feature-Based Text Clustering and its Explanation. IEEE Trans. Knowl. Data Eng. 34(8): 3669-3680 (2022) - [j72]Xiaowen Chu, Fausto Giunchiglia, Giovanni Neglia, David Gregg, Jiangchuan Liu:
Guest Editorial: Introduction to the Special Section on Communication-Efficient Distributed Machine Learning. IEEE Trans. Netw. Sci. Eng. 9(4): 1949-1950 (2022) - [c215]Gábor Bella, Erdenebileg Byambadorj, Yamini Chandrashekar, Khuyagbaatar Batsuren, Danish Ashgar Cheema, Fausto Giunchiglia:
Language Diversity: Visible to Humans, Exploitable by Machines. ACL (demo) 2022: 156-165 - [c214]Yang Chi, Fausto Giunchiglia, Daqian Shi, Xiaolei Diao, Chuntao Li, Hao Xu:
ZiNet: Linking Chinese Characters Spanning Three Thousand Years. ACL (Findings) 2022: 3061-3070 - [c213]Fausto Giunchiglia, Xiaoyue Li, Matteo Busso, Marcelo Rodas Britez:
A Context Model for Personal Data Streams. APWeb/WAIM (1) 2022: 37-44 - [c212]Xiaoyue Li, Marcelo Rodas Britez, Matteo Busso, Fausto Giunchiglia:
Representing Habits as Streams of Situational Contexts. CAiSE Workshops 2022: 86-92 - [c211]Lida Shi, Fausto Giunchiglia, Rui Song, Daqian Shi, Tongtong Liu, Xiaolei Diao, Hao Xu:
A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction. EMNLP 2022: 10027-10039 - [c210]Fausto Giunchiglia, Vincenzo Maltese, Amarsanaa Ganbold, Alessio Zamboni:
An Architecture and a Methodology Enabling Interoperability within and across Universities. ICKG 2022: 71-78 - [c209]Qiang Shen, Haotian Feng, Rui Song, Stefano Teso, Fausto Giunchiglia, Hao Xu:
Federated Multi-Task Attention for Cross-Individual Human Activity Recognition. IJCAI 2022: 3423-3429 - [c208]Fausto Giunchiglia, Mayukh Bagchi:
Representation Heterogeneity (short paper). JOWO 2022 - [c207]Fausto Giunchiglia, Simone Bocca, Mattia Fumagalli, Mayukh Bagchi, Alessio Zamboni:
Popularity Driven Data Integration. KGSWC 2022: 277-284 - [c206]Khuyagbaatar Batsuren, Omer Goldman, Salam Khalifa, Nizar Habash, Witold Kieras, Gábor Bella, Brian Leonard, Garrett Nicolai, Kyle Gorman, Yustinus Ghanggo Ate, Maria Ryskina, Sabrina J. Mielke, Elena Budianskaya, Charbel El-Khaissi, Tiago Pimentel, Michael Gasser, William Abbott Lane, Mohit Raj, Matt Coler, Jaime Rafael Montoya Samame, Delio Siticonatzi Camaiteri, Esaú Zumaeta Rojas, Didier López Francis, Arturo Oncevay, Juan López Bautista, Gema Celeste Silva Villegas, Lucas Torroba Hennigen, Adam Ek, David Guriel, Peter Dirix, Jean-Philippe Bernardy, Andrey Scherbakov, Aziyana Bayyr-ool, Antonios Anastasopoulos, Roberto Zariquiey, Karina Sheifer, Sofya Ganieva, Hilaria Cruz, Ritván Karahóga, Stella Markantonatou, George Pavlidis, Matvey Plugaryov, Elena Klyachko, Ali Salehi, Candy Angulo, Jatayu Baxi, Andrew Krizhanovsky, Natalia Krizhanovskaya, Elizabeth Salesky, Clara Vania, Sardana Ivanova, Jennifer White, Rowan Hall Maudslay, Josef Valvoda, Ran Zmigrod, Paula Czarnowska, Irene Nikkarinen, Aelita Salchak, Brijesh Bhatt, Christopher Straughn, Zoey Liu, Jonathan North Washington, Yuval Pinter, Duygu Ataman, Marcin Wolinski, Totok Suhardijanto, Anna Yablonskaya, Niklas Stoehr, Hossep Dolatian, Zahroh Nuriah, Shyam Ratan, Francis M. Tyers, Edoardo M. Ponti, Grant Aiton, Aryaman Arora, Richard J. Hatcher, Ritesh Kumar, Jeremiah Young, Daria Rodionova, Anastasia Yemelina, Taras Andrushko, Igor Marchenko, Polina Mashkovtseva, Alexandra Serova, Emily Prud'hommeaux, Maria Nepomniashchaya, Fausto Giunchiglia, Eleanor Chodroff, Mans Hulden, Miikka Silfverberg, Arya D. McCarthy, David Yarowsky, Ryan Cotterell, Reut Tsarfaty, Ekaterina Vylomova:
UniMorph 4.0: Universal Morphology. LREC 2022: 840-855 - [c205]Temuulen Khishigsuren, Gábor Bella, Khuyagbaatar Batsuren, Abed Alhakim Freihat, Nandu Chandran Nair, Amarsanaa Ganbold, Hadi Khalilia, Yamini Chandrashekar, Fausto Giunchiglia:
Using Linguistic Typology to Enrich Multilingual Lexicons: the Case of Lexical Gaps in Kinship. LREC 2022: 2798-2807 - [c204]Nandu Chandran Nair, Rajendran Sankara Velayuthan, Yamini Chandrashekar, Gábor Bella, Fausto Giunchiglia:
IndoUKC: A Concept-Centered Indian Multilingual Lexical Resource. LREC 2022: 2833-2840 - [c203]Silvia Torsi, Fausto Giunchiglia, Sole Ayala, Cristina Rebek:
The Journey Through Illness of the Type 1 Diabetes Caregiver, from Disruption to Positive Coping. MobiQuitous 2022: 598-606 - [c202]Yonghao Liu, Mengyu Li, Ximing Li, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan:
Few-shot Node Classification on Attributed Networks with Graph Meta-learning. SIGIR 2022: 471-481 - [c201]Renchu Guan, Haoyu Pang, Fausto Giunchiglia, Ximing Li, Xuefeng Yang, Xiaoyue Feng:
Deployable and Continuable Meta-learning-Based Recommender System with Fast User-Incremental Updates. SIGIR 2022: 1423-1433 - [c200]Simone Bocca, Gábor Bella, Fausto Giunchiglia:
Interoperating Vocabularies in Multilingual Domain Data. CBI (2) 2022: 73-79 - [c199]Silvia Torsi, Nandu Chandran Nair, Fausto Giunchiglia:
Robots as Transitional Objects for Young Children. WorldCIST (1) 2022: 239-244 - [c198]Haoyu Pang, Fausto Giunchiglia, Ximing Li, Renchu Guan, Xiaoyue Feng:
PNMTA: A Pretrained Network Modulation and Task Adaptation Approach for User Cold-Start Recommendation. WWW 2022: 348-359 - [i34]Fausto Giunchiglia, Mayukh Bagchi, Xiaolei Diao:
Visual Ground Truth Construction as Faceted Classification. CoRR abs/2202.08512 (2022) - [i33]Laura Schelenz, Ivano Bison, Matteo Busso, Amalia de Götzen, Daniel Gatica-Perez, Fausto Giunchiglia, Lakmal Meegahapola, Salvador Ruiz-Correa:
The Theory, Practice, and Ethical Challenges of Designing a Diversity-Aware Platform for Social Relations. CoRR abs/2202.12700 (2022) - [i32]Gábor Bella, Erdenebileg Byambadorj, Yamini Chandrashekar, Khuyagbaatar Batsuren, Danish Ashgar Cheema, Fausto Giunchiglia:
Language Diversity: Visible to Humans, Exploitable by Machines. CoRR abs/2203.04723 (2022) - [i31]Temuulen Khishigsuren, Gábor Bella, Khuyagbaatar Batsuren, Abed Alhakim Freihat, Nandu Chandran Nair, Amarsanaa Ganbold, Hadi Khalilia, Yamini Chandrashekar, Fausto Giunchiglia:
Using Linguistic Typology to Enrich Multilingual Lexicons: the Case of Lexical Gaps in Kinship. CoRR abs/2204.05049 (2022) - [i30]Khuyagbaatar Batsuren, Omer Goldman, Salam Khalifa, Nizar Habash, Witold Kieras, Gábor Bella, Brian Leonard, Garrett Nicolai, Kyle Gorman, Yustinus Ghanggo Ate, Maria Ryskina, Sabrina J. Mielke, Elena Budianskaya, Charbel El-Khaissi, Tiago Pimentel, Michael Gasser, William Lane, Mohit Raj, Matt Coler, Jaime Rafael Montoya Samame, Delio Siticonatzi Camaiteri, Esaú Zumaeta Rojas, Didier López Francis, Arturo Oncevay, Juan López Bautista, Gema Celeste Silva Villegas, Lucas Torroba Hennigen, Adam Ek, David Guriel, Peter Dirix, Jean-Philippe Bernardy, Andrey Scherbakov, Aziyana Bayyr-ool, Antonios Anastasopoulos, Roberto Zariquiey, Karina Sheifer, Sofya Ganieva, Hilaria Cruz, Ritván Karahóga, Stella Markantonatou, George Pavlidis, Matvey Plugaryov, Elena Klyachko, Ali Salehi, Candy Angulo, Jatayu Baxi, Andrew Krizhanovsky, Natalia Krizhanovskaya, Elizabeth Salesky, Clara Vania, Sardana Ivanova, Jennifer White, Rowan Hall Maudslay, Josef Valvoda, Ran Zmigrod, Paula Czarnowska, Irene Nikkarinen, Aelita Salchak, Brijesh Bhatt, Christopher Straughn, Zoey Liu, Jonathan North Washington, Yuval Pinter, Duygu Ataman, Marcin Wolinski, Totok Suhardijanto, Anna Yablonskaya, Niklas Stoehr, Hossep Dolatian, Zahroh Nuriah, Shyam Ratan, Francis M. Tyers, Edoardo M. Ponti, Grant Aiton, Aryaman Arora, Richard J. Hatcher, Ritesh Kumar, Jeremiah Young, Daria Rodionova, Anastasia Yemelina, Taras Andrushko, Igor Marchenko, Polina Mashkovtseva, Alexandra Serova, Emily Prud'hommeaux, Maria Nepomniashchaya, Fausto Giunchiglia, Eleanor Chodroff, Mans Hulden, Miikka Silfverberg, Arya D. McCarthy, David Yarowsky, Ryan Cotterell, Reut Tsarfaty, Ekaterina Vylomova:
UniMorph 4.0: Universal Morphology. CoRR abs/2205.03608 (2022) - [i29]Andrea Bontempelli, Marcelo Rodas Britez, Xiaoyue Li, Haonan Zhao, Luca Erculiani, Stefano Teso, Andrea Passerini, Fausto Giunchiglia:
Lifelong Personal Context Recognition. CoRR abs/2205.10123 (2022) - [i28]Andrea Bontempelli, Stefano Teso, Fausto Giunchiglia, Andrea Passerini:
Concept-level Debugging of Part-Prototype Networks. CoRR abs/2205.15769 (2022) - [i27]Khuyagbaatar Batsuren, Gábor Bella, Aryaman Arora, Viktor Martinovic, Kyle Gorman, Zdenek Zabokrtský, Amarsanaa Ganbold, Sárka Dohnalová, Magda Sevcíková, Katerina Pelegrinová, Fausto Giunchiglia, Ryan Cotterell, Ekaterina Vylomova:
The SIGMORPHON 2022 Shared Task on Morpheme Segmentation. CoRR abs/2206.07615 (2022) - [i26]Fausto Giunchiglia, Xiaoyue Li, Matteo Busso, Marcelo Rodas Britez:
A Context Model for Personal Data Streams. CoRR abs/2206.10212 (2022) - [i25]Fausto Giunchiglia, Mayukh Bagchi:
Representation Heterogeneity. CoRR abs/2207.01091 (2022) - [i24]Mattia Fumagalli, Marco Boffo, Daqian Shi, Mayukh Bagchi, Fausto Giunchiglia:
LiveSchema: A Gateway Towards Learning on Knowledge Graph Schemas. CoRR abs/2207.06112 (2022) - [i23]Fausto Giunchiglia, Simone Bocca, Mattia Fumagalli, Mayukh Bagchi, Alessio Zamboni:
Popularity Driven Data Integration. CoRR abs/2209.14049 (2022) - [i22]Lakmal Meegahapola, William Droz, Peter Kun, Amalia de Götzen, Chaitanya Nutakki, Shyam Diwakar, Salvador Ruiz-Correa, Donglei Song, Hao Xu, Miriam Bidoglia, George Gaskell, Altangerel Chagnaa, Amarsanaa Ganbold, Tsolmon Zundui, Carlo Caprini, Daniele Miorandi, Alethia Hume, José Luis Zarza, Luca Cernuzzi, Ivano Bison, Marcelo Rodas Britez, Matteo Busso, Ronald Chenu-Abente, Can Gunel, Fausto Giunchiglia, Laura Schelenz, Daniel Gatica-Perez:
Generalization and Personalization of Mobile Sensing-Based Mood Inference Models: An Analysis of College Students in Eight Countries. CoRR abs/2211.03009 (2022) - [i21]Fausto Giunchiglia, Mayukh Bagchi, Xiaolei Diao:
Aligning Visual and Lexical Semantics. CoRR abs/2212.06629 (2022) - 2021
- [j71]Lan Huang, Yuanwei Zhao, Bo Wang, Dongxu Zhang, Rui Zhang, Subhashis Das, Simone Bocca, Fausto Giunchiglia:
Property-Based Semantic Similarity Criteria to Evaluate the Overlaps of Schemas. Algorithms 14(8): 241 (2021) - [j70]Wanyi Zhang, Qiang Shen, Stefano Teso, Bruno Lepri, Andrea Passerini, Ivano Bison, Fausto Giunchiglia:
Putting human behavior predictability in context. EPJ Data Sci. 10(1): 42 (2021) - [j69]Styliani Kleanthous, Jahna Otterbacher, Jo Bates, Fausto Giunchiglia, Frank Hopfgartner, Tsvi Kuflik, Kalia Orphanou, Monica Lestari Paramita, Michael Rovatsos, Avital Shulner-Tal:
Report on the CyCAT winter school on fairness, accountability, transparency and ethics (FATE) in AI. SIGIR Forum 55(1): 4:1-4:9 (2021) - [j68]Nardine Osman, Ronald Chenu-Abente, Qiang Shen, Carles Sierra, Fausto Giunchiglia:
Empowering Users in Online Open Communities. SN Comput. Sci. 2(4): 338 (2021) - [j67]Fausto Giunchiglia, Luca Erculiani, Andrea Passerini:
Towards Visual Semantics. SN Comput. Sci. 2(6): 446 (2021) - [c197]Laura Schelenz, Ivano Bison, Matteo Busso, Amalia de Götzen, Daniel Gatica-Perez, Fausto Giunchiglia, Lakmal Meegahapola, Salvador Ruiz-Correa:
The Theory, Practice, and Ethical Challenges of Designing a Diversity-Aware Platform for Social Relations. AIES 2021: 905-915 - [c196]Yonghao Liu, Renchu Guan, Fausto Giunchiglia, Yanchun Liang, Xiaoyue Feng:
Deep Attention Diffusion Graph Neural Networks for Text Classification. EMNLP (1) 2021: 8142-8152 - [c195]Fausto Giunchiglia, Alessio Zamboni, Mayukh Bagchi, Simone Bocca:
Stratified Data Integration. KGCW@ESWC 2021 - [c194]Mattia Fumagalli, Daqian Shi, Fausto Giunchiglia:
Ranking Schemas by Focus: A Cognitively-Inspired Approach. ICCS 2021: 73-88 - [c193]Hadi Khalilia, Abed Alhakim Freihat, Fausto Giunchiglia:
The Quality of Lexical Semantic Resources: A Survey. ICNLSP 2021: 104-116 - [c192]Fausto Giunchiglia, Marcelo Rodas Britez, Andrea Bontempelli, Xiaoyue Li:
Streaming and Learning the Personal Context. MRC@IJCAI 2021: 19-27 - [c191]Fausto Giunchiglia, Mayukh Bagchi:
Millikan + Ranganathan - From Perception to Classification. JOWO 2021 - [c190]Stefano Teso, Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini:
Interactive Label Cleaning with Example-based Explanations. NeurIPS 2021: 12966-12977 - [c189]Fausto Giunchiglia, Daqian Shi:
Property-based entity type graph matching. OM@ISWC 2021: 25-36 - [c188]Gábor Bella, Khuyagbaatar Batsuren, Fausto Giunchiglia:
A Database and Visualization of the Similarity of Contemporary Lexicons. TDS 2021: 95-104 - [c187]Fausto Giunchiglia, Styliani Kleanthous, Jahna Otterbacher, Tim Draws:
Transparency Paths - Documenting the Diversity of User Perceptions. UMAP (Adjunct Publication) 2021: 415-420 - [i20]Yuanwei Zhao, Lan Huang, Bo Wang, Dongxu Zhang, Simone Bocca, Fausto Giunchiglia, Rui Zhang:
Is your Schema Good Enough to Answer my Query? CoRR abs/2103.07703 (2021) - [i19]Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini, Stefano Teso:
Human-in-the-loop Handling of Knowledge Drift. CoRR abs/2103.14874 (2021) - [i18]Kalia Orphanou, Jahna Otterbacher, Styliani Kleanthous, Khuyagbaatar Batsuren, Fausto Giunchiglia, Veronika Bogina, Avital Shulner-Tal, Alan Hartman, Tsvi Kuflik:
Mitigating Bias in Algorithmic Systems: A Fish-Eye View of Problems and Solutions Across Domains. CoRR abs/2103.16953 (2021) - [i17]Rui Song, Fausto Giunchiglia, Ke Zhao, Hao Xu:
Topological Regularization for Graph Neural Networks Augmentation. CoRR abs/2104.02478 (2021) - [i16]Fausto Giunchiglia, Jahna Otterbacher, Styliani Kleanthous, Khuyagbaatar Batsuren, Veronika Bogina, Tsvi Kuflik, Avital Shulner-Tal:
Towards Algorithmic Transparency: A Diversity Perspective. CoRR abs/2104.05658 (2021) - [i15]Fausto Giunchiglia, Luca Erculiani, Andrea Passerini:
Towards Visual Semantics. CoRR abs/2104.12379 (2021) - [i14]Fausto Giunchiglia, Simone Bocca, Mattia Fumagalli, Mayukh Bagchi, Alessio Zamboni:
iTelos- Building reusable knowledge graphs. CoRR abs/2105.09418 (2021) - [i13]Fausto Giunchiglia, Mayukh Bagchi:
Classifying concepts via visual properties. CoRR abs/2105.09422 (2021) - [i12]Fausto Giunchiglia, Alessio Zamboni, Mayukh Bagchi, Simone Bocca:
Stratified Data Integration. CoRR abs/2105.09432 (2021) - [i11]Stefano Teso, Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini:
Interactive Label Cleaning with Example-based Explanations. CoRR abs/2106.03922 (2021) - [i10]Fausto Giunchiglia, Marcelo Rodas Britez, Andrea Bontempelli, Xiaoyue Li:
Streaming and Learning the Personal Context. CoRR abs/2108.08234 (2021) - [i9]Fausto Giunchiglia, Daqian Shi:
Property-based Entity Type Graph Matching. CoRR abs/2109.09140 (2021) - [i8]Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini, Stefano Teso:
Toward a Unified Framework for Debugging Gray-box Models. CoRR abs/2109.11160 (2021) - [i7]Fausto Giunchiglia, Mayukh Bagchi:
Object Recognition as Classification via Visual Properties. CoRR abs/2112.10531 (2021) - 2020
- [j66]Wanyi Zhang, Andrea Passerini, Fausto Giunchiglia:
Dealing with Mislabeling via Interactive Machine Learning. Künstliche Intell. 34(2): 271-278 (2020) - [j65]Luca Turchet, Francesco Antoniazzi, Fabio Viola, Fausto Giunchiglia, György Fazekas:
The Internet of Musical Things Ontology. J. Web Semant. 60: 100548 (2020) - [c186]Gábor Bella, Linda Gremes, Fausto Giunchiglia:
Exploring the Language of Data. COLING 2020: 6638-6648 - [c185]Qiang Shen, Stefano Teso, Wanyi Zhang, Hao Xu, Fausto Giunchiglia:
Multi-Modal Subjective Context Modelling and Recognition. MRC@ECAI 2020: 32-36 - [c184]Luca Erculiani, Fausto Giunchiglia, Andrea Passerini:
Continual Egocentric Object Recognition. ECAI 2020: 1127-1134 - [c183]