Publications

Showing 1 - 100 of 307 results.


2022
Portela M, Castillo C, Tolan S, Karimi-Haghighi M, Pueyo A. A. A Comparative User Study of Human Predictions in Algorithm-Supported Recidivism Risk Assessment. Cornell University; 2022. Publication link
Rauschenberger M, Baeza-Yates R, Rello L. A Universal Screening Tool for Dyslexia by a Web-Game and Machine Learning. Frontiers in computer science 2022; 3( ). Publication link
Zehlike M, Sühr T, Baeza-Yates R, Bonchi F, Castillo C, Hajian S. Fair Top-k Ranking with multiple protected groups. Information processing & management 2022; 59(102707). Publication link
Pandey R, Purohit H, Castillo C, Shalin VL. Modeling and mitigating human annotation errors to design efficient stream processing systems with human-in-the-loop machine learning. International Journal of Human-Computer Studies 2022; 160( ). Publication link
Porcaro L, Gómez-Gutierrez E, Castillo C. Perceptions of Diversity in Electronic Music: the Impact of Listener, Artist, and Track Characteristics. Proceedings of the ACM on Human-Computer Interaction 2022; 6(109): 1-26. Publication link
Porcaro L, Gómez E, Castillo C. Diversity in the music listening experience: insights from focus group interviews. In: AA. VV.. CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval;. 1 ed. Regensburg: ACM; 2022. p. 272-276. Publication link e-Repositori
2021
Ramírez-Cifuentes D, Freire A, Baeza-Yates R, Sanz Lamora N, Álvarez A, González-Rodríguez A, Lozano Rochel M, Llobet Vives R, Velazquez DA, Gonfaus JM, Gonzàlez J.. Characterization of Anorexia Nervosa on Social Media: Textual, Visual, Relational, Behavioral, and Demographical Analysis. Journal of Medical Internet Research 2021; 23(7): 1-40. Publication link e-Repositori
Porcaro L, Castillo C, Gómez E. Diversity by design in music recommender systems. Transactions of the International Society for Music Information Retrieval. Transactions of the International Society for Music Information Retrieval 2021; 4(1): 114-126. Publication link e-Repositori
Ramírez-Cifuentes D, Largeron C, Tissier J, Baeza-Yates R, Freire A. Enhanced Word Embedding Variations for the Detection of Substance Abuse and Mental Health Issues on Social Media Writings. IEEE Access 2021; (9): 130449-130471. Publication link e-Repositori
Javaid M, Estivill-Castro V. Explanations from a Robotic Partner Build Trust on the Robot's Decisions for Collaborative Human-Humanoid Interaction. Robotics 2021; 10(1): 1-23. Publication link e-Repositori
Szemenyei M, Estivill-Castro V. Fully neural object detection solutions for robot soccer. Neural Computing and Applications 2021; ( ). Publication link e-Repositori
Gilmore E, Estivill-Castro V, Hexel R. More Interpretable Decision Trees. Lecture Notes in Computer Science / Artificial Intelligence 2021; 12886( ): 280-292. Publication link
Reza KJ, Islam MZ, Estivill-Castro V. Privacy protection of online social network users, against attribute inference attacks, through the use of a set of exhaustive rules. Neural Computing and Applications 2021; 33( ): 12397-12427. Publication link e-Repositori
Li L, Aldosery A, Vitiugin F, Nathan N, Novillo-Ortiz D, Castillo C, Kostkova P. The Response of governments and public health agencies to COVID-19 pandemics on social media: a multi-country analysis of Twitter discourse. Frontiers in public health 2021; (9): 1-14. Publication link e-Repositori
Seneviratne O, Singh V, Freire A, Luo J-D. WebSci 21 Companion. In: AA.VV.. ACM International Conference Proceedings Series. 1 ed. Association for Computing Machinery; 2021. p. 3-4.
Estivill-Castro, Vladimir. PostMatch: A Framework for Efficient Address Matching. In: Yue XuRosalind WangAnton Lord Yee Ling Boo Richi Nayak Yanchang Zhao Graham William. Data Mining. AusDM 2021. 1 ed. Springer-Verlag; 2021. p. 136-151.
Lusty C, Estivill-Castro V, Hexel R. TTWiFi: Time-Triggered Communication over WiFi. In: AA. VV.. DIVANet '21: Proceedings of the 11th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications. 1 ed. Association for Computing Machinery; 2021. p. 35-44. Publication link
Solans D, Biggio B, Castillo C. Poisoning Attacks on Algorithmic Fairness. In: Hutter F, Kersting K, Lijffijt J, Valera I. Machine Learning and Knowledge Discovery in Databases (LNCS, volume 12458). 1 ed. Springer; 2021. p. 162-177. Publication link e-Repositori
2020
Estivill-Castro V, Gilmore E, Hexe R. Constructing Interpretable Decision Trees using Parallel Coordinates. Lecture Notes in Computer Science / Artificial Intelligence 2020; 12416( ): 152-164. Publication link
Kumar P, Ofli F, Imran M, Castillo C. Detection of disaster-affected cultural heritage sites from social media images using deep learning techniques. Journal on Computing and Cultural Heritage 2020; 13(3): 1-32. Publication link e-Repositori
Ramírez-Cifuentes, Diana; Freire, Ana; Baeza-Yates, Ricardo; Puntí, Joaquim; Medina-Bravo, Pilar; Velázquez, Diego Alejandro; Gonfaus, Josep Maria; Gonzàlez, Jordi. Detection of Suicidal Ideation on Social Media: Multimodal, Relational, and Behavioral Analysis. Journal of Medical Internet Research 2020; 22(7). Publication link e-Repositori Other resources
Miron M, Tolan S, Gómez E, Castillo C. Evaluating causes of algorithmic bias in juvenile criminal recidivism. Artificial intelligence and law an international journal 2020; ( ). Publication link e-Repositori
Shakespeare D, Porcaro L, Gómez E, Castillo C. Exploring Artist Gender Bias in Music Recommendation. CEUR Workshop Proceedings 2020; 2697( ): 1-9. e-Repositori
Estivill-Castro V, Gilmore E, Hexel R. Human-in-the-loop construction of decision tree classifiers with parallel coordinates. Proceedings of the IEEE International Conference on Systems, Man and Cybernetics 2020; ( ): 3852-3859. Publication link e-Repositori
Rello L, Baeza-Yates R, Ali A, Bigham JP, Serra M. Predicting risk of dyslexia with an online gamified test. PLoS ONE 2020; 15(12): 1-15. Publication link e-Repositori
Purohit, H.; Castillo, C.; Pandey, R.. Ranking and grouping social media requests for emergency services using serviceability model. Social Network Analysis and Mining 2020; 10( ). Publication link e-Repositori
AA.VV.. FAT* '20: Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency. 1 ed. New York: ACM; 2020. Publication link
2019
Nettleton, David F.; Estivill-Castro, Vladimir; Salas, Julián. Privacy in multiple on-line social networks-re-identification and predictability. Transactions on Data Privacy 2019; 12(1): 29-56. Other resources
Jahid Reza K, Zahidul Islam Md, Estivill-Castro V. Protection of User-Defined Sensitive Attributes on Online Social Networks against Attribute Inference Attack via Adversarial Data Mining. Communications in Computer and Information Science 2019; ( ): 230-249.
Estivill-Castro V, Hexel R. The Understandability of Models for Behaviour. Communications in Computer and Information Science 2019; ( ): 50-75. Publication link e-Repositori
Estivill-Castro V. "Man versus cyborg" in Big Data. In: Storm Pedersen j, Wilkinson A. Big Data Promise, Application and Pitfalls. 1 ed. Cheltenham: Edward Elgar Publishing; 2019. p. 22-48.
Estivill-Castro, Vladimir. Game theory formulation for ethical decision making. In: Aldinhas Ferreira;Maria Isabel; Silva Sequeira, João; Virk, Gurvinder Singh; Tokhi, Mohammad Osman; Kadar, Endre E.. Robotics and well-being. 1 ed. Springer; 2019. p. 25-38.
Rauschenberger, Maria; Baeza-Yates, Ricardo; Rello, Luz. Technologies for Dyslexia. In: Yesilada, Y.; Harper, S. (eds.). Web Accessibility A Foundation for Research. 1 ed. Springer; 2019. p. 603-627. Publication link
2018
Islam MZ, Estivill-Castro V, Rahman MA, Bossomaier, T. Combining K-MEANS and a genetic algorithm through a novel arrangement of genetic operators for high quality clustering. Expert systems with applications 2018; 91( ): 402-417. Publication link e-Repositori
Estivill-Castro V, Hexel R, Lusty C. Continuous integration for testing full robotic behaviours in a GUI-stripped simulation.. CEUR Workshop Proceedings 2018; 2245( ): 453-464. Other resources
Estivill-Castro V, Hexel R. Deterministic High-level Executable Models Allowing Efficient Runtime Verification. Communications in Computer and Information Science 2018; 880( ): 119-144. Publication link Other resources
Ramírez-Cifuentes, Diana; Freire, Ana. UPF's participation at the CLEF eRisk 2018: early risk prediction on the Internet. CEUR Workshop Proceedings 2018; ( ): 1-12. e-Repositori
McColl C, Estivill-Castro V, Hexel R. Versatile but Precise Semantics for Logic-Labelled Finite State Machines. International journal on advances in software 2018; 11(3-4): 227-238. Other resources
Ramírez-Cifuentes, Diana; Mayans, Marc; Freire, Ana. Early Risk Detection of Anorexia on Social Media. In: -. INSCI 2018: Internet Science. 1 ed. 2018. p. 3-14. Publication link e-Repositori
Baeza-Yates R, Cuzzocrea A, Crea D, Lo Bianco G. Learning ranking functions by genetic programming revisited. In: -. Lecture Notes in Computer Science. 1 ed. San José: Springer Nature; 2018. p. 378-386. Publication link
2017
Reza KJ, Islam MZ, Estivill-Castro V. 3LP: Three layers of protection for individual privacy in facebook. IFIP Advances in Information and Communication Technology 2017; 502( ): 108-123. Publication link
Kucukyilmaz, T; Cambazoglu, BB; Aykanat, C; Baeza-Yates, R. A machine learning approach for result caching in web search engines. Information processing & management 2017; 53(4): 834-850. Publication link
Beck H, Nettleton D, Recalde LK, Saez-Trumper D, Barahona-Peñaranda A. A System for Extracting and Comparing Memes in Online Forums. Expert systems with applications 2017; 82( ): 231-251. Publication link
Baeza Yates R, Mohan Sangal P, Villoslada P. Burden of neurological diseases in the US revealed by web searches. PLoS ONE 2017; 12(5). Publication link e-Repositori
Joukoff D, Estivill-Castro V, Hexel R, Lusty C. Fast MAV Control by Control/Status OO-Messages on Shared-Memory Middleware. Advances in Intelligent Systems and Computing 2017; 447( ): 195-211. Publication link
Rello, L., Baeza-Yates, R.. How to present more readable text for people with dyslexia. Universal Access in the Information Society 2017; 16(1): 29-49. Publication link e-Repositori
Majadi N, Trevathan J, Gray H, Estivill-Castro V, Bergmann N. Real-time detection of shill bidding in online auctions: A literature review. Computer Science Review 2017; 25( ): 1-18. Publication link
Lehmann J, Castillo C, Lalmas M, Baeza-Yates R. Story-focused reading in online news and its potential for user engagement. Journal of the Association for Information and Technology 2017; 68(4): 869-883. Publication link e-Repositori
Leiva, Víctor; Freire, Ana. Towards suicide prevention: Early detection of depression on social media. Lecture Notes in Computer Science / Artificial Intelligence 2017; 10673( ): 428-436. Publication link e-Repositori
Bai X, Arapakis I, Cambazoglu BB, Freire A.. Understanding and leveraging the impact of response latency on user behaviour in web wearch. ACM transactions on management information systems 2017; 36(2). Publication link e-Repositori
AA.V.. 7th International Conference on Digital Health, DH 2017. 1 ed. Association for Computing Machinery; 2017.
2016
Nettleton D, Salas J. A data driven anonymization system for information rich online social network graphs. Expert systems with applications 2016; 55( ): 87-105. Publication link
Rello L, Baeza-Yates R, Llisterri J. A resource of errors written in Spanish by people with dyslexia and its linguistic, phonetic and visual analysis. Language Resources and Evaluation 2016; 51( ): 379-408. Publication link
Nettleton D. A synthetic data generator for online social network graphs. Social Network Analysis and Mining 2016; 6( ). Publication link
Nettleton D, Salás J. Approximate Matching of Neighborhood Subgraphs - An Ordered String Graph Levenshtein Method. International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems 2016; 24(03): 411-431. Publication link
Beg AH, Islam MZ, Estivill-Castro V. Genetic algorithm with healthy population and multiple streams sharing information for clustering. Knowledge-based systems 2016; 114( ): 61-78. Publication link e-Repositori
Ronzano, Francesco; Freire, Ana; Saez-Trumper, Diego; Saggion, Horacio. Making Sense of Massive Amounts of Scientific Publications: the Scientific Knowledge Miner Project. CEUR Workshop Proceedings 2016; ( ): 36-41. e-Repositori
Saggion H, Bott S, Rello L. Simplifying Words in Context. Experiments with two Lexical Resources in Spanish. Computer Speech & Language 2016; 35( ): 200-218. Publication link
Rello L, Baeza-Yates R. The Effect of Font Type on Screen Readability by People with Dyslexia. ACM Transactions on Accessible Computing 2016; 8(4). Publication link
Moyle, W, Jones C, Sung B, Bramble M, O'Dwyer S, Blumenstein M, Estivill-Castro V. What Effect Does an Animal Robot Called CuDDler Have on the Engagement and Emotional Response of Older People with Dementia? A Pilot Feasibility Study. International Journal of Social Robotics 2016; 8(1): 145-156. Publication link e-Repositori
2015
Nettleton DF, Dries A. A Sub-graph Matching Method based on Calibration of Characteristics of Topological Footprint. International journal of computer applications 2015; 130(10): 29-38. Publication link e-Repositori
Gudivada, VN. Baeza-Yates, R. Raghavan, V.V. Big data: Promises and problems. Computer 2015; 48(3): 20-23. Publication link
Marcos, Mari-Carmen. Estadística en los tests de usabilidad. Menos miedo y más remangarse. Anuario ThinkEPI: análisis de tendencias en información y documentación 2015; 9( ): 260-263. Publication link e-Repositori
Munteanu CR;Aguiar-Pulido V; Freire A; Martinez-Romero M;Porto-Pazos AB; Pereira J; Dorado J. Graph-Based Processing of Macromolecular Information. Current Bioinformatics 2015; 10(5): 606-631. Publication link e-Repositori
Rello L, Baeza-Yates R. How to Present more Readable Text for People with Dyslexia. An eye-tracking study on text colors, size and spacings. Universal Access in the Information Society 2015; ( ): 1-21.
Beck-Fernández H, Nettleton DF. Identification and extraction of memes represented as semantic networks from free text online forums. Ingeniare 2015; 23(1).
Estivill-Castro V. Is it FPT to cover points with tours on minimum number of bends (Errata)?. International Journal of Computational Geometry and Applications 2015; 25(1): 11-14. Publication link
Saggion H, Štajner S, Bott S, Mille S, Rello L, Drndarevic B. Making it Simplext: Implementation and Evaluation of a Text Simplification System for Spanish. ACM Transactions on Accessible Computing 2015; 6(4): 1-36. Publication link
Cárcamo, Luis; Marcos, Mari-Carmen; Cladellas, Ramon; Castelló, Antoni. News photography for Facebook: Effects of images on the visual behaviour of readers in three simulated newspaper formats. Information Research 2015; 20(1).
Freire A. Query Scheduling Techniques and Power-Latency Trade-off Model for Large-Scale Search Engines. ACM SIGIR Forum 2015; 49(1): 66-66.
Freire A, Macdonald C, Tonellotto N, Ounis I, Cacheda F. Queuing theory-based latency/Power tradeoff models for replicated search engines. Journal of Universal Computer Science 2015; 21(13): 1790-1809.
Herrera, Raquel; Codina, Lluís. Redes Sociales Visuales: Caracterización, Componentes y posibilidades para el SEO de Sitios Intensivos en Contenidos. Cuadernos de Documentación Multimedia 2015; 26( ): 127-130. Publication link e-Repositori
Nettleton DF, Abril D. An Information Retrieval Approach to Document Sanitization. In: Navarro-Arribas G, Torra V. Advanced Research in Data Privacy. 1 ed. Springer; 2015. p. 151-166.
Lehmann J, Lalmas M, Baeza-Yates R. Measuring Inter-Site Engagement. In: Go-vindaraju V, Raghavan VV, Rao CR (Eds.). Big data analytics. 1 ed. Elsevier; 2015. p. 303-338. Publication link
Estivill-Castro V. Why Are There So Many Clustering Algorithms, and How Valid Are Their Results?. In: AA.VV.. Reproducibility: Principles, Problems, Practices, and Prospects. 1 ed. 2015. p. 169-199. Publication link
2014
Ortiz-Chaves, Laura; Martínez-de-Pisón, Eduardo; Cancela-López-de-Carrión, Germán; Gonçalves-de-Vasconcellos, Juliano; Rovira, Cristòfol; Marcos, Mari-Carmen. AdWords, imágenes y ceguera a los banners. Un estudio con eye tracking. Profesional de la información 2014; 23(3): 279-287. Publication link e-Repositori
Álvarez-García S, Baeza-Yates R, Brisaboa NR, Larriba-Pey JL, Pedreira O. Automatic multi-partite graph generation from arbitrary data. Journal of Systems and Software 2014; 94( ): 72-86. Publication link
Martin-Borregon D, Aiello LM, Grabowicz P, Jaimes A, Baeza-Yates R. Characterization of online groups along space, time, and social dimensions. EPJ Data Science 2014; 3(1): 1-37. Publication link e-Repositori
Rello L. Design of Word Exercises for Children with Dyslexia. Procedia Computer Science 2014; 27( ): 74-83. Publication link e-Repositori
Cabezas, Víctor; Sabaté, Andrea; Vendrell, Albert; Marcos, Mari-Carmen. Experiencia de usuario y captchas, explorando la semiótica visual. No sólo usabilidad 2014; 13( ).
Arrazola, Víctor; Marcos, Mari-Carmen. Fotografía de prensa y redes sociales: la técnica de eye tracking . Ámbitos 2014; (27): 31-40.
Roelleke, Thomas; Kaltenbrunner, Andreas; Baeza-Yates, Ricardo. Harmony Assumptions in Information Retrieval and Social Networks The Computer journal 2014; 58(11): 2982-2999. Publication link e-Repositori
Estivill-Castro V, Hexel R, Lusty C. High performance relaying of C++11 objects across processes and logic-labeled finite-state machines. Lecture Notes in Computer Science / Artificial Intelligence 2014; 8810( ): 182-194.
Rovira, Cristòfol; Capdevila, Jofre; Marcos, Mari-Carmen. La importancia de las fuentes en la selección de artículos de prensa online: estudio de Google Noticias mediante eye-tracking. Investigación bibliotecológica 2014; 28(63): 15-28. Publication link e-Repositori
Vivent, Macarena; Marcos, Mari-Carmen; Alonso, Albert. Methodological approach to cost-effective usability evaluation in the initial stage of development of e-Health systems: Application to an Electronic Health Record integrated platform (in press). Revista Colombiana de Computación - RCC 2014; 15(1): 7-32. e-Repositori
Marcos, Mari-Carmen. Rejected papers: fracaso y oportunidad. Anuario ThinkEPI: análisis de tendencias en información y documentación 2014; 8( ): 220-221.
Mo, Noelia; Marcos, Mari-Carmen. User Engagement en la web: estrategias de implementación y métricas de seguimiento. No sólo usabilidad 2014; (13).
Arapakis, Ioannis; Lalmas, Mounia; Cambazoglu, B. Barla; Marcos, Mari-Carmen; Jose, Joemon M. User Engagement in Online News: Under the Scope of Sentiment, Interest, Affect, and Gaze. Journal of the Association for Information Science and Technology 2014; 65(10): 1988-2005. Publication link
García-Gavilanes R, Kaltenbrunner A, Sáez-Trumper D, Baeza-Yates R, Aragón P, Laniado D. Who are my audiences? A study of the evolution of target audiences in microblogs. Lecture Notes in Computer Science / Artificial Intelligence 2014; 8851( ): 561-572.
Baeza-Yates R. Wisdom of crowds or wisdom of a few?. Lecture Notes in Computer Science / Artificial Intelligence 2014; 8541( ): 573-574.
Nettleton D. Commercial data mining processing, analysis and modeling for predictive analytics projects. 1 ed. Morgan Kaufmann; 2014.

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