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2024
Modelling and solving a real-world truck-trailer scheduling problem in container transportation with separate moving objects
Opsearch. 2024-01-07. DOI : 10.1007/s12597-023-00714-4.2023
Complex Representation Learning with Graph Convolutional Networks for Knowledge Graph Alignment
International Journal Of Intelligent Systems. 2023-12-02. Vol. 2023, p. 5494961. DOI : 10.1155/2023/5494961.Peer-Reviewing Processes and Incentives: Data Management Community Survey Results
Sigmod Record. 2023-12-01. Vol. 52, num. 4, p. 41-46.Improving algal bloom detection using spectroscopic analysis and machine learning: A case study in a large artificial reservoir, South Korea
Science Of The Total Environment. 2023-08-29. Vol. 901, p. 166467. DOI : 10.1016/j.scitotenv.2023.166467.Scalable maximal subgraph mining with backbone-preserving graph convolutions
Information Sciences. 2023-06-12. Vol. 644, p. 119287. DOI : 10.1016/j.ins.2023.119287.From scattered sources to comprehensive technology landscape : A recommendation-based retrieval approach
World Patent Information. 2023-05-11. Vol. 73, p. 102198. DOI : 10.1016/j.wpi.2023.102198.Validating functional redundancy with mixed generative adversarial networks
Knowledge-Based Systems. 2023-02-04. Vol. 264, p. 110342. DOI : 10.1016/j.knosys.2023.110342.Network Alignment With Holistic Embeddings
Ieee Transactions On Knowledge And Data Engineering. 2023-02-01. Vol. 35, num. 2, p. 1881-1894. DOI : 10.1109/TKDE.2021.3101840.Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages
2023-01-01. 61st Annual Meeting of the the Association-for-Computational-Linguistics (ACL), Toronto, CANADA, JUL 09-14, 2023. p. 366-375. DOI : 10.18653/v1/2023.acl-short.32.Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models
2023-01-01. 17th Conference of the European-Chapter of the Association-for-Computational-Linguistics (EACL), Dubrovnik, CROATIA, MAY 02-06, 2023. p. 1788-1805. DOI : 10.18653/v1/2023.findings-eacl.133.KNNs of Semantic Encodings for Rating Prediction
2023-01-01. IEEE 9th International Conference on Collaboration and Internet Computing (CIC), Atlanta, GA, NOV 01-04, 2023. p. 82-91. DOI : 10.1109/CIC58953.2023.00020.The Impact of Data Persistence Bias on Social Media Studies
2023-01-01. 15th ACM Web Science Conference (WebSci), Austin, TX, APR 30-MAY 01, 2023. p. 196-207. DOI : 10.1145/3578503.3583630.Modeling Structured Data in Attention-based Models
Lausanne, EPFL, 2023.2022
Efficient and Effective Multi-Modal Queries Through Heterogeneous Network Embedding
Ieee Transactions On Knowledge And Data Engineering. 2022-11-01. Vol. 34, num. 11, p. 5307-5320. DOI : 10.1109/TKDE.2021.3052871.Nature vs. Nurture: Feature vs. Structure for Graph Neural Networks
Pattern Recognition Letters. 2022-07-01. Vol. 159, p. 46-53. DOI : 10.1016/j.patrec.2022.04.036.MoZuMa: A Model Zoo for Multimedia Applications
2022-01-01. 30th ACM International Conference on Multimedia (MM), Lisboa, PORTUGAL, OCT 10-14, 2022. p. 7335-7338. DOI : 10.1145/3503161.3548542.Serab: A Multi-Lingual Benchmark For Speech Emotion Recognition
2022-01-01. 47th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, SINGAPORE, May 22-27, 2022. p. 7697-7701. DOI : 10.1109/ICASSP43922.2022.9747348.Deep MinCut: Learning Node Embeddings by Detecting Communities
Pattern Recognition. 2022-02-01. Vol. 134, p. 109126. DOI : 10.1016/j.patcog.2022.109126.Network Alignment with Holistic Embeddings (Extended Abstract)
2022-01-01. 38th IEEE International Conference on Data Engineering (ICDE), ELECTR NETWORK, May 09-11, 2022. p. 1509-1510. DOI : 10.1109/ICDE53745.2022.00131.The Role of Compromised Accounts in Social Media Manipulation
Lausanne, EPFL, 2022.Investigating Graph Embedding Methods for Cross-Platform Binary Code Similarity Detection
2022-01-01. 7th IEEE European Symposium on Security and Privacy (IEEE EuroS and P), Genoa, ITALY, Jun 06-10, 2022. p. 60-73. DOI : 10.1109/EuroSP53844.2022.00012.Dynamic Personalized Ranking
Lausanne, EPFL, 2022.Combating Online Scientific Misinformation
Lausanne, EPFL, 2022.Graph Embedding for Retrieval
Lausanne, EPFL, 2022.Preface-Special Issue on Misinformation on the Web
Information Systems. 2022-01-01. Vol. 103, p. 101867. DOI : 10.1016/j.is.2021.101867.2021
Scalable Robust Graph Embedding with Spark
Proceedings Of The Vldb Endowment. 2021-12-01. Vol. 15, num. 4, p. 914-922. DOI : 10.14778/3503585.3503599.SciClops: Detecting and Contextualizing Scientific Claims for Assisting Manual Fact-Checking
2021-11-02. 30th ACM International Conference on Information & Knowledge Management (CIKM ’21), Virtual Event, Queensland, Australia, Novembre 1-5, 2021. p. 1692-1702. DOI : 10.1145/3459637.3482475.Ephemeral Astroturfing Attacks: The Case of Fake Twitter Trends
2021-01-01. 6th IEEE European Symposium on Security and Privacy (Euro S and P), ELECTR NETWORK, Sep 06-10, 2021. p. 403-422. DOI : 10.1109/EuroSP51992.2021.00035.Word-level Embeddings for Cross-Task Transfer Learning in Speech Processing
2021-01-01. 29th European Signal Processing Conference (EUSIPCO), ELECTR NETWORK, Aug 23-27, 2021. p. 446-450. DOI : 10.23919/EUSIPCO54536.2021.9616254.Recommendation on Live-Streaming Platforms: Dynamic Availability and Repeat Consumption
2021-01-01. 15th ACM Conference on Recommender Systems (RECSYS), Amsterdam, NETHERLANDS, Sep 27-Oct 01, 2021. p. 390-399. DOI : 10.1145/3460231.3474267.On Representation Learning for Scientific News Articles Using Heterogeneous Knowledge Graphs
2021-01-01. 30th World Wide Web (WWW) Conference (WebConf), ELECTR NETWORK, Apr 19-23, 2021. p. 422-425. DOI : 10.1145/3442442.3451362.Direction is what you need: Improving Word Embedding Compression in Large Language Models
2021-01-01. Joint Conference of 59th Annual Meeting of the Association-for-Computational-Linguistics (ACL) / 11th International Joint Conference on Natural Language Processing (IJCNLP) / 6th Workshop on Representation Learning for NLP (RepL4NLP), ELECTR NETWORK, Aug 01-06, 2021. p. 322-330. DOI : 10.18653/v1/2021.repl4nlp-1.32.Efficient Streaming Subgraph Isomorphism with Graph Neural Networks
Proceedings Of The Vldb Endowment. 2021-01-01. Vol. 14, num. 5, p. 730-742. DOI : 10.14778/3446095.3446097.2020
Fast and Accurate Efficient Streaming Subgraph Isomorphism
2020-11-15. 47th International Conference on Very Large Data Bases (VLDB), Copenhagen, Denmark, August 16-20, 2021.Upgrading the Newsroom: An Automated Image Selection System for News Articles
Acm Transactions On Multimedia Computing Communications And Applications. 2020-09-01. Vol. 16, num. 3, p. 81. DOI : 10.1145/3396520.SciLens News Platform: A System for Real-Time Evaluation of News Articles
Proceedings Of The Vldb Endowment. 2020-08-01. Vol. 13, num. 12, p. 2969-2972. DOI : 10.14778/3415478.3415521.FactCatch: Incremental Pay-as-You-Go Fact Checking with Minimal User Effort
2020-01-01. 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), ELECTR NETWORK, Jul 25-30, 2020. p. 2165-2168. DOI : 10.1145/3397271.3401408.Disinformation from the Inside: Combining Machine Learning and Journalism to Investigate Sockpuppet Campaigns
2020-01-01. 29th World Wide Web Conference (WWW), Taipei, TAIWAN, Apr 20-24, 2020. p. 623-628. DOI : 10.1145/3366424.3385777.Reports of the Workshops Held at the 2020 International Association for the Advancement of Artificial Intelligence Conference on Web and Social Media
Ai Magazine. 2020-12-01. Vol. 41, num. 4, p. 115-120.POTs: Protective Optimization Technologies
2020-01-01. ACM Conference on Fairness, Accountability, and Transparency (FAT), Barcelona, SPAIN, Jan 27-30, 2020. p. 177-188. DOI : 10.1145/3351095.3372853.Graph Embeddings for One-pass Processing of Heterogeneous Queries
2020-01-01. IEEE 36th International Conference on Data Engineering (ICDE), Dallas, TX, Apr 20-24, 2020. p. 1990-1993. DOI : 10.1109/ICDE48307.2020.00222.2d-3d sculpture paintings
US10593125; US2020027279.
2020.2019
Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task
2019-11-03. 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Hong Kong, China, November 3-7, 2019. p. 27-33. DOI : 10.18653/v1/D19-6605.Maximal fusion of facts on the web with credibility guarantee
Information Fusion. 2019-08-01. Vol. 48, p. 55-66. DOI : 10.1016/j.inffus.2018.07.009.Handling probabilistic integrity constraints in pay-as-you-go reconciliation of data models
Information Systems. 2019-07-01. Vol. 83, p. 166-180. DOI : 10.1016/j.is.2019.04.002.Network Alignment by Representation Learning on Structure and Attribute
2019-01-01. 16th Pacific Rim International Conference on Artificial Intelligence (PRICAI), Cuvu, FIJI, Aug 26-30, 2019. p. 698-711. DOI : 10.1007/978-3-030-29911-8_54.User Guidance for Efficient Fact Checking
Proceedings Of The Vldb Endowment. 2019-04-01. Vol. 12, num. 8, p. 850-863. DOI : 10.14778/3324301.3324303.From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms
Proceedings Of The Vldb Endowment. 2019-05-01. Vol. 12, num. 9, p. 1016-1029. DOI : 10.14778/3329772.3329778.Efficient User Guidance for Validating Participatory Sensing Data
Acm Transactions On Intelligent Systems And Technology. 2019-08-01. Vol. 10, num. 4, p. 37. DOI : 10.1145/3326164.A comparative study on network alignment techniques
Expert Systems With Applications. 2019-02-01. Vol. 140, p. 112883. DOI : 10.1016/j.eswa.2019.112883.SciLens: Evaluating the Quality of Scientific News Articles Using Social Media and Scientific Literature Indicators
2019-01-01. World Wide Web Conference (WWW), San Francisco, CA, May 13-17, 2019. p. 1747-1758. DOI : 10.1145/3308558.3313657.A Dynamic Embedding Model of the Media Landscape
2019-01-01. World Wide Web Conference (WWW), San Francisco, CA, May 13-17, 2019. p. 1544-1554. DOI : 10.1145/3308558.3313526.Remote Sensing meets Deep Learning: Exploiting Spatio-Temporal-Spectral Satellite Images for Early Wildfire Detection
2019
Debunking Misinformation on the Web: Detection, Validation, and Visualisation
Lausanne, EPFL, 2019.Deep Learning for Music: Similarity Search and Beyond
2019
Invited Paper: The Applications of Machine Learning in Privacy Notice and Choice
2019-01-01. 11th International Conference on Communication Systems & Networks (COMSNETS), Bangalore, INDIA, Jan 07-11, 2019. p. 153-159. DOI : 10.1109/COMSNETS.2019.8711280.Graph-based Rumour Detection for Social Media
2019
Reconciling Matching Networks of Conceptual Models
2019
Effort-driven Fact Checking
2019
User Guidance for Efficient Fact Checking
2019.DeepSuccess – Predict the Success of Tech Startups
2019
Joint Fusion Learning of Multiple Time Series Prediction
2019
2018
What-if Analysis with Conflicting Goals: Recommending Data Ranges for Exploration
2018-01-01. 34th IEEE International Conference on Data Engineering Workshops (ICDEW), Paris, FRANCE, Apr 16-19, 2018. p. 89-100. DOI : 10.1109/ICDE.2018.00018.280 Birds with One Stone: Inducing Multilingual Taxonomies from Wikipedia Using Character-Level Classification
2018-01-01. 32nd AAAI Conference on Artificial Intelligence / 30th Innovative Applications of Artificial Intelligence Conference / 8th AAAI Symposium on Educational Advances in Artificial Intelligence, New Orleans, LA, Feb 02-07, 2018. p. 4824-4831. DOI : 10.1609/aaai.v32i1.11921.Polisis: Automated Analysis and Presentation of Privacy Policies Using Deep Learning
2018-01-01. 27th USENIX Security Symposium, Baltimore, MD, Aug 15-17, 2018. p. 531-548.Trusted Registration, Negotiation, and Service Evaluation in Multi-Agent Systems throughout the Blockchain Technology
2018-01-01. IEEE/WIC/ACM International Conference on Web Intelligence (WI), Santiago, CHILE, Dec 03-06, 2018. p. 56-63. DOI : 10.1109/WI.2018.0-107.Web Content Credibility
Springer, 2018.Fighting Rumours on Social Media
2018
A comparison of network embedding approaches
2018
Diversifying Group Recommendation
IEEE Access. 2018. Vol. 6, p. 17776-17786. DOI : 10.1109/ACCESS.2018.2815740.Exploring Data Partitions for What-if Analysis
2018
Privacy – Preserving Data Exchange and Aggregation in Healthcare
Lausanne, EPFL, 2018.Bootstrapping Uncertainty in Schema Covering
2018. 29th edition of the Australasian Database Conference, Gold Coast, Australia, May 23-25, 2018. p. 336–342. DOI : 10.1007/978-3-319-92013-9_29.Selection Bias in News Coverage: Learning it, Fighting it
2018. The International World Wide Web Conference 2018, Lyon, France, April 23–27, 2018. DOI : 10.1145/3184558.3188724.Diversifying Group Recommendation
2018
Computing Crowd Consensus with Partial Agreement (Extended Abstract)
2018. 34th IEEE International Conference on Data Engineering, Paris, France, April 16-19, 2018. p. 1749-1750. DOI : 10.1109/ICDE.2018.00232.Computing Crowd Consensus with Partial Agreement
IEEE Transactions on Knowledge and Data Engineering. 2018. Vol. 30, num. 1, p. 1-14. DOI : 10.1109/Tkde.2017.2750683.2017
Toward Self-monitoring Smart Cities: the OpenSense2 Approach
Informatik-Spektrum. 2017. Vol. 40, num. 1, p. 75-87. DOI : 10.1007/s00287-016-1009-y.Answer validation for generic crowdsourcing tasks with minimal efforts
2017. 43rd International Conference on Very Large Databases, Munich, Germany, August 28th – September 1, 2017. p. 855-880. DOI : 10.1007/s00778-017-0484-3.Hybrid Neural Networks for Learning the Trend in Time Series
2017. Twenty-Sixth International Joint Conference on Artificial Intelligence, Melbourne, Australia, August 19-25, 2017. p. 2273-2279. DOI : 10.24963/ijcai.2017/316.TUCUXI: TUCUXI: An Intelligent System for Personalized Medicine from Individualization of Treatments to Research Databases and Back
2017. 8th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics – ACM-BCB ’17, Boston, Massachusetts, USA, August 20 – 23, 2017. p. 223-232. DOI : 10.1145/3107411.3107439.Taxonomy Induction Using Hypernym Subsequences
2017. 2017 ACM on Conference on Information and Knowledge Management – CIKM ’17, Singapore, Novermber 6-10, 2017. p. 1329-1338. DOI : 10.1145/3132847.3133041.Probabilistic Schema Covering
2017
Bartering Books to Beers: a Recommender System for Exchange Platforms
2017. 10th annual ACM International Conference on Web Search and Data Mining (WSDM), Cambridge, United Kingdom, February 06-10, 2017. p. 505-514. DOI : 10.1145/3018661.3018696.Privacy, Trust and Incentives in Participatory Sensing
Participatory Sensing, Opinions and Collective Awareness; Switzerland: Springer, 2017. p. 93-111.Automated Taxonomy Induction and its Applications
Lausanne, EPFL, 2017.How Computer Science Risks to Lose its Innocence, and Should Attempt to Take Responsibility
2017. 37th IEEE International Conference on Distributed Computing Systems (ICDCS), Atlanta, GA, JUN 05-08, 2017. p. 1873-1875. DOI : 10.1109/Icdcs.2017.319.Profiling, Modelling and Facilitating Online Activism
Lausanne, EPFL, 2017.Towards Producing Human-Validated Translation Resources for the Fula language through WordNet Linking
2017. The Workshop on Human-Informed Translation and Interpreting Technology (HiT-IT), held in conjunction with RANLP 2017, Varna, Bulgaria, September 7, 2017. p. 58-64.Argument discovery via crowdsourcing
Vldb Journal. 2017. Vol. 26, num. 4, p. 511-535. DOI : 10.1007/s00778-017-0462-9.Efficient Document Filtering Using Vector Space Topic Expansion and Pattern-Mining: The Case of Event Detection in Microposts
2017. 26th Conference on Information and Knowledge Management (CIKM’17), Singapore, November 6-10, 2017. p. 457–466. DOI : 10.1145/3132847.3133016.Template Induction over Unstructured Email Corpora
2017. 26th International Conference on World Wide Web (WWW’17), Perth, Australia, April 03 – 07, 2017. p. 1521-1530. DOI : 10.1145/3038912.3052631.Predicting the Success of Online Petitions Leveraging Multidimensional Time-Series
2017. 26th International Conference on World Wide Web (WWW’17), Perth, Australia, April 03 – 07, 2017. p. 755-764. DOI : 10.1145/3038912.3052705.Data-Driven, Personalized Usable Privacy
Lausanne, EPFL, 2017.deepschema.org: An Ontology for Typing Entities in the Web of Data
2017. 10th Workshop on Linked Data on the Web (LDOW 2017), Perth, WA, Australia, April 3, 2017.Retaining data from streams of social platforms with minimal regret
2017. Twenty-sixth International Joint Conference on Artificial Intelligence, Melbourne, Australia, August 19-25, 2017.280 Birds with One Stone: Inducing Multilingual Taxonomies from Wikipedia using Character-level Classification
2017
Taxonomy Induction using Hypernym Subsequences
2017