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Sihem Amer-Yahia

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

131

Venues

21

Active years

1998–2026

Best venue rank

A*

Where they publish

Papers

131 indexed papers, newest first.

YearVenueTitleAuthors
2026ICDEQuery-Driven Data Exploration with Heterogeneous Treatment Effects.Antonis Mandamadiotis, Sihem Amer-Yahia, Georgia Koutrika
2025ACLR-Fairness: Assessing Fairness of Ranking in Subjective Data.Lorenzo Balzotti, Donatella Firmani, Jerin George Mathew, Riccardo Torlone, Sihem Amer-Yahia
2025CIKMAI Planning for Data Exploration.Sihem Amer-Yahia
2025EDBTTowards Reliable Conversational Data Analytics.Sihem Amer-Yahia, Jasmina Bogojeska, Roberta Facchinetti, Valeria Franceschi, Aristides Gionis, Katja Hose, Georgia Koutrika, Roger D. Kouyos, Matteo Lissandrini, Silviu Maniu, Katsiaryna Mirylenka, Davide Mottin, Themis Palpanas, Mattia Rigotti, Yannis Velegrakis
2025VLDBOptimizing Source Selection for Tuple-Value Discovery.Ahmad Fares, Georgia Troullinou, Silviu Maniu, Sihem Amer-Yahia
2025VLDBReducing Human Effort in Evaluating Small and Medium Language Models as Students and as Teachers.Oleh Prostakov, Viacheslav Hodlevskyi, Nassim Bouarour, Adam Sanchez-Ayte, Noha Ibrahim, Sihem Amer-Yahia
2024EDBTLoss Compensation in Multi-Session Recommendation Under Limited Availability.Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Sihem Amer-Yahia
2024ICDEGuided SQL-Based Data Exploration with User Feedback.Antonis Mandamadiotis, Georgia Koutrika, Sihem Amer-Yahia
2023EDBTData Narration for the People: Challenges and Opportunities.Sihem Amer-Yahia, Patrick Marcel, Vernika Peralta
2023WWWTutorials at The Web Conference 2023.Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espn-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Kk-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne R. Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu
2022CIKMSoCRATe: A Recommendation System with Limited-Availability Items.Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Sihem Amer-Yahia
2022CIKMGuided Text-based Item Exploration.Behrooz Omidvar-Tehrani, Aurlien Personnaz, Sihem Amer-Yahia
2022CIKMFeReD: Federated Reinforcement Learning in the DBMS.Sotirios Tzamaras, Radu Ciucanu, Marta Soare, Sihem Amer-Yahia
2022EDBTImplementing Linear Bandits in Off-the-Shelf SQLite.Radu Ciucanu, Marta Soare, Sihem Amer-Yahia
2022ICDESamba: A System for Secure Federated Multi-Armed Bandits.Gal Marcadet, Radu Ciucanu, Pascal Lafourcade, Marta Soare, Sihem Amer-Yahia
2022ICDEGuided Task Planning Under Complex Constraints.Sepideh Nikookar, Paras Sakharkar, Baljinder Smagh, Sihem Amer-Yahia, Senjuti Basu Roy
2022WWWSignificance and Coverage in Group Testing on the Social Web.Nassim Bouarour, Idir Benouaret, Sihem Amer-Yahia
2022SIGMODPublication Culture and Review Processes in the Data Management Community: An Open Discussion.Sihem Amer-Yahia, Sourav S. Bhowmick, Xin Luna Dong, Stratos Idreos, Wolfgang Lehner, Divesh Srivastava
2022SIGMODDesigning the evaluation of operator-enabled interactive data exploration in VALIDE.Yogendra Patil, Sihem Amer-Yahia, Srividya Subramanian
2021CIKMDashBot: An ML-Guided Dashboard Generation System.Sandrine Da Col, Radu Ciucanu, Marta Soare, Nassim Bouarour, Sihem Amer-Yahia
2021CIKMDORA THE EXPLORER: Exploring Very Large Data With Interactive Deep Reinforcement Learning.Aurlien Personnaz, Sihem Amer-Yahia, Laure Berti-quille, Maximilian Fabricius, Srividya Subramanian
2021DEXAMulti-Objective Recommendations and Promotions at TOTAL.Idir Benouaret, Mohamed Bouadi, Sihem Amer-Yahia
2021DSAAA Framework for Statistically-Sound Customer Segment Search.Sihem Amer-Yahia, Laure Berti-quille, Abdelouahab Chibah
2021ICDESubDEx: Exploring Ratings in Subjective Databases.Sihem Amer-Yahia, Tova Milo, Brit Youngmann
2021ICDEQeNoBi: A System for QuErying and mining BehavIoral Patterns.Abdelouahab Chibah, Sihem Amer-Yahia, Laure Berti-quille
2021KDDQuantifying and Addressing Ranking Disparity in Human-Powered Data Acquisition.Sihem Amer-Yahia, Shady Elbassuoni, Ahmad Ghizzawi, Anas Hosami
2021WWWMulti-Session Diversity to Improve User Satisfaction in Web Applications.Mohammadreza Esfandiari, Ria Mae Borromeo, Sepideh Nikookar, Paras Sakharkar, Sihem Amer-Yahia, Senjuti Basu Roy
2021SIGMODExploring Ratings in Subjective Databases.Sihem Amer-Yahia, Tova Milo, Brit Youngmann
2021SIGMODData Management to Social Science and Back in the Future of Work.Sihem Amer-Yahia, Senjuti Basu Roy
2021SIGMODBalancing Familiarity and Curiosity in Data Exploration with Deep Reinforcement Learning.Aurlien Personnaz, Sihem Amer-Yahia, Laure Berti-quille, Maximilian Fabricius, Srividya Subramanian
2020CBMSAugmentation Techniques for Sequential Clinical Data to Improve Deep Learning Prediction Techniques.Alexander Ylnner Choquenaira Florez, Lucas C. Scabora, Sihem Amer-Yahia, Jos Fernando Rodrigues Jnior
2020CBMSDermaDL: Advanced Convolutional Neural Networks for Automated Melanoma Detection.Jos F. Rodrigues Jr., Bruno Brandoli, Sihem Amer-Yahia
2020CBMSLig-Doctor: Real-World Clinical Prognosis using a Bi-Directional Neural Network.Jos F. Rodrigues Jr., Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia
2020CIKMAn Extensive Investigation of Machine Learning Techniques for Sleep Apnea Screening.Jos F. Rodrigues Jr., Jean Louis Ppin, Lorraine Goeuriot, Sihem Amer-Yahia
2020EDBTFairness in Online Jobs: A Case Study on TaskRabbit and Google.Sihem Amer-Yahia, Shady Elbassuoni, Ahmad Ghizzawi, Ria Mae Borromeo, Emilie Hoareau, Philippe Mulhem
2020ICDETask Deployment Recommendation with Worker Availability.Dong Wei, Senjuti Basu Roy, Sihem Amer-Yahia
2020IUIInteractive Generation and Customization of Travel Packages for Individuals and Groups.Sihem Amer-Yahia, Ria Mae Borromeo, Shady Elbassuoni, Behrooz Omidvar-Tehrani, Sruthi Viswanathan
2020SIGMODRecommending Deployment Strategies for Collaborative Tasks.Dong Wei, Senjuti Basu Roy, Sihem Amer-Yahia
2019DEXAAn Efficient Greedy Algorithm for Sequence Recommendation.Idir Benouaret, Sihem Amer-Yahia, Senjuti Basu Roy
2019EDBTGroupTravel: Customizing Travel Packages for Groups.Sihem Amer-Yahia, Shady Elbassuoni, Behrooz Omidvar-Tehrani, Ria Mae Borromeo, Mehrdad Farokhnejad
2019EDBTExploring Fairness of Ranking in Online Job Marketplaces.Shady Elbassuoni, Sihem Amer-Yahia, Christine El Atie, Ahmad Ghizzawi, Bilel Oualha
2019EDBTFaiRank: An Interactive System to Explore Fairness of Ranking in Online Job Marketplaces.Ahmad Ghizzawi, Julien Marinescu, Shady Elbassuoni, Sihem Amer-Yahia, Gilles Bisson
2019KDDOptimizing Peer Learning in Online Groups with Affinities.Mohammadreza Esfandiari, Dong Wei, Sihem Amer-Yahia, Senjuti Basu Roy
2019SIGMODData Pipelines for User Group Analytics.Behrooz Omidvar-Tehrani, Sihem Amer-Yahia
2019SIGMODUserDEV: A Mixed-Initiative System for User Group Analytics.Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Eric Simon, Fabian Colque Zegarra, Joo Luiz Dihl Comba, Viviane P. Moreira
2018CIKMExplicit Preference Elicitation for Task Completion Time.Mohammadreza Esfandiari, Senjuti Basu Roy, Sihem Amer-Yahia
2018CIKMUser Group Analytics: Discovery, Exploration and Visualization.Behrooz Omidvar-Tehrani, Sihem Amer-Yahia
2018DASFAAScalable Active Constrained Clustering for Temporal Data.Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Ky T. Nguyen, Anh-Duong Nguyen
2018DSAACohort Representation and Exploration.Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Laks V. S. Lakshmanan
2018EDBTInteractive Exploration of Composite Items.Sihem Amer-Yahia, Senjuti Basu Roy
2018EDBTScalable Active Temporal Constrained Clustering.Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria
2018ICDEHuman Factors in Data Science.Sihem Amer-Yahia
2018ICDEExploration of User Groups in VEXUS.Sihem Amer-Yahia, Behrooz Omidvar-Tehrani, Joo Comba, Viviane P. Moreira, Fabian Colque Zegarra
2018ICDETask Relevance and Diversity as Worker Motivation in Crowdsourcing.Julien Pilourdault, Sihem Amer-Yahia, Senjuti Basu Roy, Dongwon Lee
2018SIGMODCrowdsourcing Analytics With CrowdCur.Mohammadreza Esfandiari, Kavan Bharat Patel, Sihem Amer-Yahia, Senjuti Basu Roy
2017DEXAOnline Lattice-Based Abstraction of User Groups.Behrooz Omidvar-Tehrani, Sihem Amer-Yahia
2017DSAACustomizing Travel Packages with Interactive Composite Items.Manish Singh, Ria Mae Borromeo, Anas Hosami, Sihem Amer-Yahia, Shady Elbassuoni
2017EDBTCrowdsourcing Strategies for Text Creation Tasks.Ria Mae Borromeo, Maha Alsayasneh, Sihem Amer-Yahia, Vincent Leroy
2017EDBTFairness and Transparency in Crowdsourcing.Ria Mae Borromeo, Thomas Laurent, Motomichi Toyama, Sihem Amer-Yahia
2017EDBTMotivation-Aware Task Assignment in Crowdsourcing.Julien Pilourdault, Sihem Amer-Yahia, Dongwon Lee, Senjuti Basu Roy
2017WWWExploring Rated Datasets with Rating Maps.Sihem Amer-Yahia, Sofia Kleisarchaki, Naresh Kumar Kolloju, Laks V. S. Lakshmanan, Ruben H. Zamar
2016DaWaKTopPI: An Efficient Algorithm for Item-Centric Mining.Martin Kirchgessner, Vincent Leroy, Alexandre Termier, Sihem Amer-Yahia, Marie-Christine Rousset
2016DSAATask Composition in Crowdsourcing.Sihem Amer-Yahia, ric Gaussier, Vincent Leroy, Julien Pilourdault, Ria Mae Borromeo, Motomichi Toyama
2016DSAATesting Interestingness Measures in Practice: A Large-Scale Analysis of Buying Patterns.Martin Kirchgessner, Vincent Leroy, Sihem Amer-Yahia, Shashwat Mishra
2016SIGIRHealth Monitoring on Social Media over Time.Sumit Sidana, Shashwat Mishra, Sihem Amer-Yahia, Marianne Clausel, Massih-Reza Amini
2016SIGMODDistributed Evaluation of Top-k Temporal Joins.Julien Pilourdault, Vincent Leroy, Sihem Amer-Yahia
2016WEBISTCrowdsourcing Reliable Ratings for Underexposed Items.Beatrice Valeri, Shady Elbassuoni, Sihem Amer-Yahia
2015CIKMQuerying Temporal Drifts at Multiple Granularities.Sofia Kleisarchaki, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Vassilis Christophides
2015CIKMBuilding Representative Composite Items.Vincent Leroy, Sihem Amer-Yahia, ric Gaussier, Seyed Hamid Mirisaee
2015CIKMInteractive User Group Analysis.Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Alexandre Termier
2015DSAADiscovering characterizing regions for consumer products.Shashwat Mishra, Vincent Leroy, Sihem Amer-Yahia
2015EDBTGroup Recommendation with Temporal Affinities.Sihem Amer-Yahia, Behrooz Omidvar-Tehrani, Senjuti Basu Roy, Nafiseh Shabib
2015EDBTECCO- A Framework for Ecological Data Collection and Management Involving Human Workers.Senjuti Basu Roy, Sihem Amer-Yahia, Lucas Joppa
2015HCOMPAcquiring Reliable Ratings from the Crowd.Beatrice Valeri, Shady Elbassuoni, Sihem Amer-Yahia
2015ICDMTask Assignment Optimization in Collaborative Crowdsourcing.Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
2015WWWFrom Complex Object Exploration to Complex Crowdsourcing.Sihem Amer-Yahia, Senjuti Basu Roy
2014HCOMPCrowd4U: An Initiative for Constructing an Open Academic Crowdsourcing Network.Atsuyuki Morishima, Sihem Amer-Yahia, Senjuti Basu Roy
2014ICDEExploiting group recommendation functions for flexible preferences.Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das, Cong Yu
2013CIDRUnderstanding Local Structure in Ranked Datasets.Julia Stoyanovich, Sihem Amer-Yahia, Susan B. Davidson, Marie Jacob, Tova Milo
2013WWWReal-time recommendation of diverse related articles.Sofiane Abbar, Sihem Amer-Yahia, Piotr Indyk, Sepideh Mahabadi
2013WWWComplexity and algorithms for composite retrieval.Sihem Amer-Yahia, Francesco Bonchi, Carlos Castillo, Esteban Feuerstein, Isabel Mndez-Daz, Paula Zabala
2013WWWProfile diversity in search and recommendation.Maximilien Servajean, Esther Pacitti, Sihem Amer-Yahia, Pascal Neveu
2013SIGMODEfficient sentiment correlation for large-scale demographics.Mikalai Tsytsarau, Sihem Amer-Yahia, Themis Palpanas
2012COMADUser Activity Analytics on the Social Web of News.Sihem Amer-Yahia
2012WWWCrowd Sourcing Literature Review in SUNFLOWER.Sihem Amer-Yahia
2012SIGMODMAQSA: a system for social analytics on news.Sihem Amer-Yahia, Samreen Anjum, Amira Ghenai, Aysha Siddique, Sofiane Abbar, Sam Madden, Adam Marcus, Mohammed El-Haddad
2011EDBTI am complex: cluster me, don't just rank me.Sihem Amer-Yahia
2011EDBTMaking interval-based clustering rank-aware.Julia Stoyanovich, Sihem Amer-Yahia, Tova Milo
2011ICDEInteractive itinerary planning.Senjuti Basu Roy, Gautam Das, Sihem Amer-Yahia, Cong Yu
2010WWWConstructing travel itineraries from tagged geo-temporal breadcrumbs.Munmun De Choudhury, Moran Feldman, Sihem Amer-Yahia, Nadav Golbandi, Ronny Lempel, Cong Yu
2010SIGIRRelevance and ranking in online dating systems.Fernando Diaz, Donald Metzler, Sihem Amer-Yahia
2010SIGMODCrowds, clouds, and algorithms: exploring the human side of "big data" applications.Sihem Amer-Yahia, AnHai Doan, Jon M. Kleinberg, Nick Koudas, Michael J. Franklin
2010SIGMODConstructing and exploring composite items.Senjuti Basu Roy, Sihem Amer-Yahia, Ashish Chawla, Gautam Das, Cong Yu
2009CIDRSocialScope: Enabling Information Discovery on Social Content Sites.Sihem Amer-Yahia, Laks V. S. Lakshmanan, Cong Yu
2009CIKMRank-aware clustering of structured datasets.Julia Stoyanovich, Sihem Amer-Yahia
2009EDBTIt takes variety to make a world: diversification in recommender systems.Cong Yu, Laks V. S. Lakshmanan, Sihem Amer-Yahia
2009ICDEJelly: A Language for Building Community-Centric Information Exploration Applications.Sihem Amer-Yahia, Jian Huang, Cong Yu
2009ICDERecommendation Diversification Using Explanations.Cong Yu, Laks V. S. Lakshmanan, Sihem Amer-Yahia
2009RecSysGetting recommender systems to think outside the box.Zeinab Abbassi, Sihem Amer-Yahia, Laks V. S. Lakshmanan, Sergei Vassilvitskii, Cong Yu
2009SIGMODBuilding community-centric information exploration applications on social content sites.Sihem Amer-Yahia, Jian Huang, Cong Yu
2008ICDEEfficient Computation of Diverse Query Results.Erik Vee, Utkarsh Srivastava, Jayavel Shanmugasundaram, Prashant Bhat, Sihem Amer-Yahia
2008SIGMODFrom del.icio.us to x.qui.site: recommendations in social tagging sites.Sihem Amer-Yahia, Alban Galland, Julia Stoyanovich, Cong Yu
2007ICDEPersonalizing XML Search in PIMENTO.Sihem Amer-Yahia, Irini Fundulaki, Laks V. S. Lakshmanan
2007VLDBWhat does Web 2.0 have to do with databases?Sihem Amer-Yahia, Alon Y. Halevy
2007VLDBXML retrieval: db/ir in theory, web in practice.Mariano P. Consens, Ricardo A. Baeza-Yates, Mounia Lalmas, Sihem Amer-Yahia
2006EDBTExpressiveness and Performance of Full-Text Search Languages.Chavdar Botev, Sihem Amer-Yahia, Jayavel Shanmugasundaram
2006SIGMODFlexible and efficient XML search with complex full-text predicates.Sihem Amer-Yahia, Emiran Curtmola, Alin Deutsch
2005ICDEAdaptive Processing of Top-K Queries in XML.Amlie Marian, Sihem Amer-Yahia, Nick Koudas, Divesh Srivastava
2005WWWGalaTex: a conformant implementation of the XQuery full-text language.Emiran Curtmola, Sihem Amer-Yahia, Philip Brown, Mary F. Fernndez
2005VLDBPersonalizing XML Text Search in PimenT.Sihem Amer-Yahia, Irini Fundulaki, Prateek Jain, Laks V. S. Lakshmanan
2005VLDBStructure and Content Scoring for XML.Sihem Amer-Yahia, Nick Koudas, Amlie Marian, Divesh Srivastava, David Toman
2005VLDBXML Full-Text Search: Challenges and Opportunities.Sihem Amer-Yahia, Jayavel Shanmugasundaram
2004ICDEWeb-Services Architecture for Efficient XML Data Exchange.Sihem Amer-Yahia, Yannis Kotidis
2004WWWTexquery: a full-text search extension to xquery.Sihem Amer-Yahia, Chavdar Botev, Jayavel Shanmugasundaram
2004SIGMODFleXPath: Flexible Structure and Full-Text Querying for XML.Sihem Amer-Yahia, Laks V. S. Lakshmanan, Shashank Pandit
2004SIGMODA TeXQuery-Based XML Full-Text Search Engine.Chavdar Botev, Jayavel Shanmugasundaram, Sihem Amer-Yahia
2004VLDBShreX: Managing XML Documents in Relational Databases.Fang Du, Sihem Amer-Yahia, Juliana Freire
2003ICDEPIX: A System for Phrase Matching in XML Documents.Sihem Amer-Yahia, Mary F. Fernndez, Divesh Srivastava, Yu Xu
2003ICDEXML Publishing: Look at Siblings too!Sihem Amer-Yahia, Yannis Kotidis, Divesh Srivastava
2003ICDEApproximate Matching in XML.Sihem Amer-Yahia, Nick Koudas, Divesh Srivastava
2003SIGMODPIX: Exact and Approximate Phrase Matching in XML.Sihem Amer-Yahia, Mary F. Fernndez, Divesh Srivastava, Yu Xu
2003SIGMODLockX: A System for Efficiently Querying Secure XML.SungRan Cho, Sihem Amer-Yahia, Laks V. S. Lakshmanan, Divesh Srivastava
2003VLDBPhrase Matching in XML.Sihem Amer-Yahia, Mary F. Fernndez, Divesh Srivastava, Yu Xu
2002CIKMLogical and physical support for heterogeneous data.Sihem Amer-Yahia, Mary F. Fernndez, Rick Greer, Divesh Srivastava
2002EDBTTree Pattern Relaxation.Sihem Amer-Yahia, SungRan Cho, Divesh Srivastava
2002ICDETechniques for Storing XM.Mary F. Fernndez, Sihem Amer-Yahia
2002VLDBOptimizing the Secure Evaluation of Twig Queries.SungRan Cho, Sihem Amer-Yahia, Laks V. S. Lakshmanan, Divesh Srivastava
2001SIGMODMinimization of Tree Pattern Queries.Sihem Amer-Yahia, SungRan Cho, Laks V. S. Lakshmanan, Divesh Srivastava
2000EDBTOn Bounding-Schemas for LDAP Directories.Sihem Amer-Yahia, H. V. Jagadish, Laks V. S. Lakshmanan, Divesh Srivastava
2000VLDBOptimizing Queries on Compressed Bitmaps.Sihem Amer-Yahia, Theodore Johnson
1998VLDBBulk-Loading Techniques for Object Databases and an Application to Relational Data.Sihem Amer-Yahia, Sophie Cluet, Claude Delobel