Sihem Amer-Yahia

317 papers A* 43A 19B 37Misc 1Journal 128Unranked 66
YearRankTypeTitle / Venue / Authors
2026 J jnl
Optimizing Coverage and Difficulty in Reinforcement Learning for Quiz Composition.
CoRR
Ricardo Pedro Querido Andrade Silva, Nassim Bouarour, Dina Fettache, Sarab Boussouar, Noha Ibrahim, Sihem Amer-Yahia
2025 A conf
AI Planning for Data Exploration.
CIKM
Sihem Amer-Yahia
2025 — conf
Building Data-Intensive Systems that Care.
ACM Europe Summer School
Sihem Amer-Yahia
2025 — conf
Classifying Students' Meta-cognitive Comments.
EC-TEL (2)
Christian Hoffmann, Madou Koné, Nassim Bouarour, Sihem Amer-Yahia
2025 — ed.
Companion Proceedings of the 44th International Conference on Conceptual Modeling: Industrial Track, ER Forum, 8th SCME, Doctoral Consortium, Tutorials, Project Exhibitions, Posters and Demos Co-located with ER 2025, Poitiers, France, October 20-23, 2025.
ER (Companion)
Patrick Marcel, Thomas Polacsek, Kamalakar Karlapalem, Stéphane Jean, Hongzhi Wang, Stephen W. Liddle, Janis Grabis, Jolita Ralyté, João Paulo A. Almeida, Isabelle Comyn-Wattiau, Geert Poels, Sihem Amer-Yahia, Veda C. Storey, Carlos Ordonez, Juan Carlos Trujillo Mondéjar, Maribel Yasmina Santos, Greta Adamo, Jeffrey Parsons, Hui Ma
2025 — ed.
Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part II
DASFAA (2)
Makoto Onizuka, Jae-Gil Lee, Yongxin Tong, Chuan Xiao, Yoshiharu Ishikawa, Sihem Amer-Yahia, H. V. Jagadish, Kejing Lu
2025 — ed.
Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part III
DASFAA (3)
Makoto Onizuka, Jae-Gil Lee, Yongxin Tong, Chuan Xiao, Yoshiharu Ishikawa, Sihem Amer-Yahia, H. V. Jagadish, Kejing Lu
2025 — ed.
Database Systems for Advanced Applications. DASFAA 2024 International Workshops - BDMS, GDMA, BDQM and ERDSE, Gifu, Japan, July 2-5, 2024, Proceedings
DASFAA (Workshops)
Atsuyuki Morishima, Guoliang Li, Yoshiharu Ishikawa, Sihem Amer-Yahia, H. V. Jagadish, Kejing Lu
2025 J jnl
Model reusability in Reinforcement Learning.
VLDB J.
Sepideh Nikookar, Sohrab Namazi Nia, Senjuti Basu Roy, Sihem Amer-Yahia, Behrooz Omidvar-Tehrani
2025 J jnl
On Aggregation Queries over Predicted Nearest Neighbors.
CoRR
Carrie Wang, Sihem Amer-Yahia, Laks V. S. Lakshmanan, Reynold Cheng
2025 J jnl
On Nurturing Doubt and Intuition.
SIGMOD Rec.
Sihem Amer-Yahia
2025 J jnl
Personalized Top-k Set Queries Over Predicted Scores.
CoRR
Sohrab Namazi Nia, Subhodeep Ghosh, Senjuti Basu Roy, Sihem Amer-Yahia
2025 J jnl
Producer-Fairness in Sequential Bundle Recommendation.
CoRR
Alexandre Rio, Marta Soare, Sihem Amer-Yahia
2025 — conf
R-Fairness: Assessing Fairness of Ranking in Subjective Data.
ACL (1)
Lorenzo Balzotti, Donatella Firmani, Jerin George Mathew, Riccardo Torlone, Sihem Amer-Yahia
2025 J jnl
The Cambridge Report on Database Research.
CoRR
Anastasia Ailamaki, Samuel Madden, Daniel Abadi, Gustavo Alonso, Sihem Amer-Yahia, Magdalena Balazinska, Philip A. Bernstein, Peter Boncz, Michael J. Cafarella, Surajit Chaudhuri, Susan B. Davidson, David J. DeWitt, Yanlei Diao, Xin Luna Dong, Michael J. Franklin, Juliana Freire, Johannes Gehrke, Alon Y. Halevy, Joseph M. Hellerstein, Mark D. Hill, Stratos Idreos, Yannis E. Ioannidis, Christoph Koch, Donald Kossmann, Tim Kraska, Arun Kumar, Guoliang Li, Volker Markl, Renée J. Miller, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Aditya G. Parameswaran, Ippokratis Pandis, Jignesh M. Patel, Andrew Pavlo, Danica Porobic, Viktor Sanca, Michael Stonebraker, Julia Stoyanovich, Dan Suciu, Wang-Chiew Tan, Shivaram Venkataraman, Matei Zaharia, Stanley B. Zdonik
2025 B conf
Towards Reliable Conversational Data Analytics.
EDBT
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
2025 B conf
Training and Reusing AI Agents for Data Exploration.
IEEE Big Data
Sihem Amer-Yahia
2024 J jnl
A Sampling-based Framework for Hypothesis Testing on Large Attributed Graphs.
CoRR
Yun Wang, Chrysanthi Kosyfaki, Sihem Amer-Yahia, Reynold Cheng
2024 J jnl
A Sampling-based Framework for Hypothesis Testing on Large Attributed Graphs.
Proc. VLDB Endow.
Yun Wang, Chrysanthi Kosyfaki, Sihem Amer-Yahia, Reynold Cheng
2024 — ed.
Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part I
DASFAA (1)
Makoto Onizuka, Jae-Gil Lee, Yongxin Tong, Chuan Xiao, Yoshiharu Ishikawa, Sihem Amer-Yahia, H. V. Jagadish, Kejing Lu
2024 — ed.
Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part IV
DASFAA (4)
Makoto Onizuka, Jae-Gil Lee, Yongxin Tong, Chuan Xiao, Yoshiharu Ishikawa, Sihem Amer-Yahia, H. V. Jagadish, Kejing Lu
2024 — ed.
Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part V
DASFAA (5)
Makoto Onizuka, Jae-Gil Lee, Yongxin Tong, Chuan Xiao, Yoshiharu Ishikawa, Sihem Amer-Yahia, H. V. Jagadish, Kejing Lu
2024 — ed.
Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part VI
DASFAA (6)
Makoto Onizuka, Jae-Gil Lee, Yongxin Tong, Chuan Xiao, Yoshiharu Ishikawa, Sihem Amer-Yahia, H. V. Jagadish, Kejing Lu
2024 — ed.
Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part VII
DASFAA (7)
Makoto Onizuka, Jae-Gil Lee, Yongxin Tong, Chuan Xiao, Yoshiharu Ishikawa, Sihem Amer-Yahia, H. V. Jagadish, Kejing Lu
2024 J jnl
Diversity, Equity and Inclusion Activities in Database Conferences: A 2023 Report.
SIGMOD Rec.
Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Jinli Cao, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Stratos Idreos, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Fatma Özcan, Liat Peterfreund, Soror Sahri, Sana Sellami, Roee Shraga, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Genoveva Vargas-Solar, Meihui Zhang, Wenjie Zhang
2024 J jnl
Front Matter.
Proc. VLDB Endow.
Meihui Zhang, Cyrus Shahabi, Ju Fan, Yang Cao, Xiaoou Ding, Divesh Srivastava, Nesime Tatbul, Sihem Amer-Yahia, Yongxin Tong, Yuncheng Wu, Li Xiong, Torsten Grust, Themis Palpanas, Philippe Bonnet, Haixun Wang, Wook-Shin Han, Ibrahim Sabek, M. Tamer Özsu, Xiaofang Zhou
2024 A* conf
Guided SQL-Based Data Exploration with User Feedback.
ICDE
Antonis Mandamadiotis, Georgia Koutrika, Sihem Amer-Yahia
2024 J jnl
Intelligent Agents for Data Exploration.
Proc. VLDB Endow.
Sihem Amer-Yahia
2024 B conf
Loss Compensation in Multi-Session Recommendation Under Limited Availability.
EDBT
Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Sihem Amer-Yahia
2024 J jnl
Multi-objective Test Recommendation for Adaptive Learning.
Trans. Large Scale Data Knowl. Centered Syst.
Nassim Bouarour, Idir Benouaret, Sihem Amer-Yahia
2024 A conf
Optimizing Neighborhoods for Fair Top-N Recommendation.
UMAP
Stavroula Eleftherakis, Georgia Koutrika, Sihem Amer-Yahia
2024 J jnl
Report on the Second International Workshop on DataSystems Education (DataEd '23).
SIGMOD Rec.
Daphne Miedema, Efthimia Aivaloglou, Sihem Amer-Yahia, George Fletcher, Michael Mior, Toni Taipalus
2023 J jnl
A Framework to Maximize Group Fairness for Workers on Online Labor Platforms.
Data Sci. Eng.
Anis El Rabaa, Shady Elbassuoni, Jihad Hanna, Amer E. Mouawad, Ayham Olleik, Sihem Amer-Yahia
2023 J jnl
A generic framework for efficient computation of top-k diverse results.
VLDB J.
Md Mouinul Islam, Mahsa Asadi, Sihem Amer-Yahia, Senjuti Basu Roy
2023 — conf
Adaptive Test Recommendation for Mastery Learning.
DataEd@SIGMOD
Nassim Bouarour, Idir Benouaret, Cédric D'Ham, Sihem Amer-Yahia
2023 — ed.
Companion of the 2023 International Conference on Management of Data, SIGMOD/PODS 2023, Seattle, WA, USA, June 18-23, 2023
SIGMOD Conference Companion
Sudipto Das, Ippokratis Pandis, K. Selçuk Candan, Sihem Amer-Yahia
2023 B conf
Data Narration for the People: Challenges and Opportunities.
EDBT
Sihem Amer-Yahia, Patrick Marcel, Verónika Peralta
2023 J jnl
Diversifying recommendations on sequences of sets.
VLDB J.
Sepideh Nikookar, Mohammadreza Esfandiari, Ria Mae Borromeo, Paras Sakharkar, Sihem Amer-Yahia, Senjuti Basu Roy
2023 J jnl
Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report.
SIGMOD Rec.
Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Gillian Dobbie, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Behrooz Omidvar-Tehrani, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Shazia Sadiq, Sana Sellami, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Victor Zakhary, Meihui Zhang
2023 J jnl
From Large Language Models to Databases and Back: A Discussion on Research and Education.
SIGMOD Rec.
Sihem Amer-Yahia, Angela Bonifati, Lei Chen, Guoliang Li, Kyuseok Shim, Jianliang Xu, Xiaochun Yang
2023 J jnl
From Large Language Models to Databases and Back: A discussion on research and education.
CoRR
Sihem Amer-Yahia, Angela Bonifati, Lei Chen, Guoliang Li, Kyuseok Shim, Jianliang Xu, Xiaochun Yang
2023 J jnl
PACMMOD V1 N1 Editorial - Welcome to PACMMOD.
Proc. ACM Manag. Data
Divyakant Agrawal, Sihem Amer-Yahia, K. Selcuk Candan
2023 J jnl
PACMMOD V1 N2 Editorial.
Proc. ACM Manag. Data
Divyakant Agrawal, Sihem Amer-Yahia, K. Selçuk Candan, Avrilia Floratou, Hakan Hacigümüs
2023 J jnl
SHEVA: A Visual Analytics System for Statistical Hypothesis Exploration.
Proc. VLDB Endow.
Vicente Nejar de Almeida, Eduardo Ferreira Ribeiro, Nassim Bouarour, João Luiz Dihl Comba, Sihem Amer-Yahia
2023 — conf
Tutorials at The Web Conference 2023.
WWW (Companion Volume)
Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-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 Küçük-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
2022 — conf
Designing the evaluation of operator-enabled interactive data exploration in VALIDE.
HILDA@SIGMOD
Yogendra Patil, Sihem Amer-Yahia, Srividya Subramanian
2022 J jnl
Diversity and Inclusion Activities in Database Conferences: A 2021 Report.
SIGMOD Rec.
Sihem Amer-Yahia, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Philippe Bonnet, Renata Borovica-Gajic, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Georgia Koutrika, Arun Kumar, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Felix Naumann, Nele Sina Noack, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Wang-Chiew Tan, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Meihui Zhang
2022 J jnl
Diversity and Inclusion Activities in EGC - A 2022 Report.
SIGKDD Explor.
Sihem Amer-Yahia, Angela Bonifati, Cécile Favre, Élisa Fromont, Nicolas Labroche, Guy Melançon, Florence Sèdes, Arnaud Soulet, Alexandre Termier
2022 J jnl
EDA4SUM: Guided Exploration of Data Summaries.
Proc. VLDB Endow.
Aurélien Personnaz, Brit Youngmann, Sihem Amer-Yahia
2022 — ed.
Extraction et Gestion des Connaissances, EGC 2022, Blois, France, 24 au 28 janvier 2022.
EGC
Sihem Amer-Yahia, Arnaud Soulet
2022 A conf
FeReD: Federated Reinforcement Learning in the DBMS.
CIKM
Sotirios Tzamaras, Radu Ciucanu, Marta Soare, Sihem Amer-Yahia
2022 J jnl
Guided Exploration of Data Summaries.
CoRR
Brit Youngmann, Sihem Amer-Yahia, Aurélien Personnaz
2022 J jnl
Guided Exploration of Data Summaries.
Proc. VLDB Endow.
Brit Youngmann, Sihem Amer-Yahia, Aurélien Personnaz
2022 A* conf
Guided Task Planning Under Complex Constraints.
ICDE
Sepideh Nikookar, Paras Sakharkar, Baljinder Smagh, Sihem Amer-Yahia, Senjuti Basu Roy
2022 A conf
Guided Text-based Item Exploration.
CIKM
Behrooz Omidvar-Tehrani, Aurélien Personnaz, Sihem Amer-Yahia
2022 B conf
Implementing Linear Bandits in Off-the-Shelf SQLite.
EDBT
Radu Ciucanu, Marta Soare, Sihem Amer-Yahia
2022 J jnl
Incremental Density-Based Clustering on Multicore Processors.
IEEE Trans. Pattern Anal. Mach. Intell.
Son T. Mai, Jon Jacobsen, Sihem Amer-Yahia, Ivor T. A. Spence, Nhat-Phuong Tran, Ira Assent, Quoc Viet Hung Nguyen
2022 B conf
Learning Diversity Attributes in Multi-Session Recommendations.
IEEE Big Data
Nassim Bouarour, Idir Benouaret, Sihem Amer-Yahia
2022 J jnl
On Efficient Approximate Queries over Machine Learning Models.
CoRR
Dujian Ding, Sihem Amer-Yahia, Laks V. S. Lakshmanan
2022 J jnl
On Efficient Approximate Queries over Machine Learning Models.
Proc. VLDB Endow.
Dujian Ding, Sihem Amer-Yahia, Laks V. S. Lakshmanan
2022 J jnl
Optimizing Data Coverage and Significance in Multiple Hypothesis Testing on User Groups.
Trans. Large Scale Data Knowl. Centered Syst.
Nassim Bouarour, Idir Benouaret, Sihem Amer-Yahia
2022 J jnl
Preface.
Data Knowl. Eng.
Sihem Amer-Yahia, Arnaud Soulet
2022 — conf
Publication Culture and Review Processes in the Data Management Community: An Open Discussion.
SIGMOD Conference
Sihem Amer-Yahia, Sourav S. Bhowmick, Xin Luna Dong, Stratos Idreos, Wolfgang Lehner, Divesh Srivastava
2022 A* conf
Samba: A System for Secure Federated Multi-Armed Bandits.
ICDE
Gaël Marcadet, Radu Ciucanu, Pascal Lafourcade, Marta Soare, Sihem Amer-Yahia
2022 A* conf
Significance and Coverage in Group Testing on the Social Web.
WWW
Nassim Bouarour, Idir Benouaret, Sihem Amer-Yahia
2022 A conf
SoCRATe: A Recommendation System with Limited-Availability Items.
CIKM
Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Sihem Amer-Yahia
2022 — conf
SoCRATe: a Framework for Compensating Users Over Time with Limited Availability Recommendations.
SEBD
Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Letizia Tanca, Sihem Amer-Yahia
2022 J jnl
Towards AI-Powered Data-Driven Education.
Proc. VLDB Endow.
Sihem Amer-Yahia
2021 B conf
A Framework for Statistically-Sound Customer Segment Search.
DSAA
Sihem Amer-Yahia, Laure Berti-Équille, Abdelouahab Chibah
2021 — conf
Balancing Familiarity and Curiosity in Data Exploration with Deep Reinforcement Learning.
aiDM@SIGMOD
Aurélien Personnaz, Sihem Amer-Yahia, Laure Berti-Équille, Maximilian Fabricius, Srividya Subramanian
2021 A conf
DORA THE EXPLORER: Exploring Very Large Data With Interactive Deep Reinforcement Learning.
CIKM
Aurélien Personnaz, Sihem Amer-Yahia, Laure Berti-Équille, Maximilian Fabricius, Srividya Subramanian
2021 A conf
DashBot: An ML-Guided Dashboard Generation System.
CIKM
Sandrine Da Col, Radu Ciucanu, Marta Soare, Nassim Bouarour, Sihem Amer-Yahia
2021 — conf
Data Management to Social Science and Back in the Future of Work.
SIGMOD Conference
Sihem Amer-Yahia, Senjuti Basu Roy
2021 J jnl
DermaDL: Advanced Convolutional Neural Networks for Computer-Aided Skin-Lesion Classification.
SN Comput. Sci.
Daniel Mario de Lima, José F. Rodrigues Jr., Bruno Brandoli, Lorraine Goeuriot, Sihem Amer-Yahia
2021 J jnl
DropLeaf: A precision farming smartphone tool for real-time quantification of pesticide application coverage.
Comput. Electron. Agric.
Bruno Brandoli, Gabriel Spadon, Travis J. Esau, Patrick Hennessy, André C. P. L. F. de Carvalho, Sihem Amer-Yahia, José F. Rodrigues Jr.
2021 — conf
Exploring Ratings in Subjective Databases.
SIGMOD Conference
Sihem Amer-Yahia, Tova Milo, Brit Youngmann
2021 — conf
How Useful is Meta-Recommendation? An Empirical Investigation.
IEEE BigData
Nassim Bouarour, Idir Benouaret, Sihem Amer-Yahia
2021 J jnl
INODE: Building an End-to-End Data Exploration System in Practice [Extended Vision].
CoRR
Sihem Amer-Yahia, Georgia Koutrika, Frederic B. Bastian, Theofilos Belmpas, Martin Braschler, Ursin Brunner, Diego Calvanese, Maximilian Fabricius, Orest Gkini, Catherine Kosten, Davide Lanti, Antonis Litke, Hendrik Lücke-Tieke, Francesco Alessandro Massucci, Tarcisio Mendes de Farias, Alessandro Mosca, Francesco Multari, Nikolaos Papadakis, Dimitris Papadopoulos, Yogendra Patil, Aurélien Personnaz, Guillem Rull, Ana Claudia Sima, Ellery Smith, Dimitrios Skoutas, Srividya Subramanian, Guohui Xiao, Kurt Stockinger
2021 J jnl
INODE: Building an End-to-End Data Exploration System in Practice.
SIGMOD Rec.
Sihem Amer-Yahia, Georgia Koutrika, Martin Braschler, Diego Calvanese, Davide Lanti, Hendrik Lücke-Tieke, Alessandro Mosca, Tarcisio Mendes de Farias, Dimitris Papadopoulos, Yogendra Patil, Guillem Rull, Ellery Smith, Dimitrios Skoutas, Srividya Subramanian, Kurt Stockinger
2021 J jnl
LIG-Doctor: Efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks.
Inf. Sci.
José F. Rodrigues Jr., Marco A. Gutierrez, Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia
2021 — conf
Multi-Objective Recommendations and Promotions at TOTAL.
DEXA (2)
Idir Benouaret, Mohamed Bouadi, Sihem Amer-Yahia
2021 A* conf
Multi-Session Diversity to Improve User Satisfaction in Web Applications.
WWW
Mohammadreza Esfandiari, Ria Mae Borromeo, Sepideh Nikookar, Paras Sakharkar, Sihem Amer-Yahia, Senjuti Basu Roy
2021 A* conf
QeNoBi: A System for QuErying and mining BehavIoral Patterns.
ICDE
Abdelouahab Chibah, Sihem Amer-Yahia, Laure Berti-Équille
2021 A* conf
Quantifying and Addressing Ranking Disparity in Human-Powered Data Acquisition.
KDD
Sihem Amer-Yahia, Shady Elbassuoni, Ahmad Ghizzawi, Anas Hosami
2021 J jnl
Real-world Patient Trajectory Prediction from Clinical Notes Using Artificial Neural Networks and UMLS-Based Extraction of Concepts.
J. Heal. Informatics Res.
Jamil Zaghir, José F. Rodrigues Jr., Lorraine Goeuriot, Sihem Amer-Yahia
2021 A* conf
SubDEx: Exploring Ratings in Subjective Databases.
ICDE
Sihem Amer-Yahia, Tova Milo, Brit Youngmann
2021 J jnl
Task Assignment Strategies for Crowd Worker Ability Improvement.
Proc. ACM Hum. Comput. Interact.
Masaki Matsubara, Ria Mae Borromeo, Sihem Amer-Yahia, Atsuyuki Morishima
2021 J jnl
User-Driven Geolocated Event Detection in Social Media.
IEEE Trans. Knowl. Data Eng.
Anes Bendimerad, Marc Plantevit, Céline Robardet, Sihem Amer-Yahia
2020 — conf
A Comparative Evaluation of Top-N Recommendation Algorithms: Case Study with Total Customers.
IEEE BigData
Idir Benouaret, Sihem Amer-Yahia
2020 A conf
An Extensive Investigation of Machine Learning Techniques for Sleep Apnea Screening.
CIKM
José F. Rodrigues Jr., Jean Louis Pépin, Lorraine Goeuriot, Sihem Amer-Yahia
2020 J jnl
An ML-Powered Human Behavior Management System.
IEEE Data Eng. Bull.
Sihem Amer-Yahia, Reynold Cheng, Mohamed Bouadi, Abdelouahab Chibah, Mohammadreza Esfandiari, Jiangping Zhou, Nan Zhang, Eric Lau, Yuguo Li, Xiaolin Han, Shivansh Mittal
2020 B conf
Augmentation Techniques for Sequential Clinical Data to Improve Deep Learning Prediction Techniques.
CBMS
Alexander Ylnner Choquenaira Florez, Lucas C. Scabora, Sihem Amer-Yahia, José Fernando Rodrigues Júnior
2020 J jnl
Cohort analytics: efficiency and applicability.
VLDB J.
Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Laks V. S. Lakshmanan
2020 — conf
Data Pipelines for Personalized Exploration of Rated Datasets.
BIAS
Sihem Amer-Yahia, Anh Tho Le, Eric Simon
2020 B conf
DermaDL: Advanced Convolutional Neural Networks for Automated Melanoma Detection.
CBMS
José F. Rodrigues Jr., Bruno Brandoli, Sihem Amer-Yahia
2020 J jnl
DropLeaf: a precision farming smartphone application for measuring pesticide spraying methods.
CoRR
Bruno Brandoli, Gabriel Spadon, Travis J. Esau, Patrick Hennessy, André C. P. L. F. de Carvalho, José F. Rodrigues Jr., Sihem Amer-Yahia
2020 J jnl
Enabling Decision Support Through Ranking and Summarization of Association Rules for TOTAL Customers.
Trans. Large Scale Data Knowl. Centered Syst.
Idir Benouaret, Sihem Amer-Yahia, Senjuti Basu Roy, Christiane Kamdem Kengne, Jalil Chagraoui
2020 B conf
Fairness in Online Jobs: A Case Study on TaskRabbit and Google.
EDBT
Sihem Amer-Yahia, Shady Elbassuoni, Ahmad Ghizzawi, Ria Mae Borromeo, Emilie Hoareau, Philippe Mulhem
2020 J jnl
Fairness of Scoring in Online Job Marketplaces.
Trans. Data Sci.
Shady Elbassuoni, Sihem Amer-Yahia, Ahmad Ghizzawi
2020 J jnl
Guided Exploration of User Groups.
Proc. VLDB Endow.
Mariia Seleznova, Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Eric Simon
2020 — conf
Interactive Generation and Customization of Travel Packages for Individuals and Groups.
IUI Companion
Sihem Amer-Yahia, Ria Mae Borromeo, Shady Elbassuoni, Behrooz Omidvar-Tehrani, Sruthi Viswanathan
2020 B conf
Lig-Doctor: Real-World Clinical Prognosis using a Bi-Directional Neural Network.
CBMS
José F. Rodrigues Jr., Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia
2020 J jnl
Making AI Machines Work for Humans in FoW.
SIGMOD Rec.
Sihem Amer-Yahia, Senjuti Basu Roy, Lei Chen, Atsuyuki Morishima, James Abello Monedero, Pierre Bourhis, François Charoy, Marina Danilevsky, Gautam Das, Gianluca Demartini, Shady Elbassuoni, David Gross-Amblard, Emilie Hoareau, Munenari Inoguchi, Jared B. Kenworthy, Itaru Kitahara, Dongwon Lee, Yunyao Li, Ria Mae Borromeo, Paolo Papotti, H. Raghav Rao, Sudeepa Roy, Pierre Senellart, Keishi Tajima, Saravanan Thirumuruganathan, Marion Tommasi, Kazutoshi Umemoto, Andrea Wiggins, Koichiro Yoshida
2020 — conf
Recommending Deployment Strategies for Collaborative Tasks.
SIGMOD Conference
Dong Wei, Senjuti Basu Roy, Sihem Amer-Yahia
2020 J jnl
Recommending Deployment Strategies for Collaborative Tasks.
CoRR
Dong Wei, Senjuti Basu Roy, Sihem Amer-Yahia
2020 A* conf
Task Deployment Recommendation with Worker Availability.
ICDE
Dong Wei, Senjuti Basu Roy, Sihem Amer-Yahia
2020 J jnl
User Group Analytics Survey and Research Opportunities.
IEEE Trans. Knowl. Data Eng.
Behrooz Omidvar-Tehrani, Sihem Amer-Yahia
2020 J jnl
VLDB SI 2018 editorial.
VLDB J.
Sihem Amer-Yahia, Jian Pei
2020 J jnl
VLDB SI survey editorial.
VLDB J.
Lei Chen, Sihem Amer-Yahia
2020 J jnl
Visual exploration of rating datasets and user groups.
Future Gener. Comput. Syst.
Fabian Colque Zegarra, Juan C. Carbajal Ipenza, Behrooz Omidvar-Tehrani, Viviane P. Moreira, Sihem Amer-Yahia, João Luiz Dihl Comba
2019 — conf
A Bi-Objective Approach for Product Recommendations.
IEEE BigData
Idir Benouaret, Sihem Amer-Yahia, Christiane Kamdem Kengne, Jalil Chagraoui
2019 — conf
An Efficient Greedy Algorithm for Sequence Recommendation.
DEXA (1)
Idir Benouaret, Sihem Amer-Yahia, Senjuti Basu Roy
2019 J jnl
COVIZ: A System for Visual Formation and Exploration of Patient Cohorts.
Proc. VLDB Endow.
Cícero A. L. Pahins, Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Valérie Siroux, Jean Louis Pépin, Jean-Christian Borel, João Comba
2019 — ed.
Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019.
WWW (Companion Volume)
Sihem Amer-Yahia, Mohammad Mahdian, Ashish Goel, Geert-Jan Houben, Kristina Lerman, Julian J. McAuley, Ricardo Baeza-Yates, Leila Zia
2019 — conf
Data Pipelines for User Group Analytics.
SIGMOD Conference
Behrooz Omidvar-Tehrani, Sihem Amer-Yahia
2019 B conf
Exploring Fairness of Ranking in Online Job Marketplaces.
EDBT
Shady Elbassuoni, Sihem Amer-Yahia, Christine El Atie, Ahmad Ghizzawi, Bilel Oualha
2019 B conf
FaiRank: An Interactive System to Explore Fairness of Ranking in Online Job Marketplaces.
EDBT
Ahmad Ghizzawi, Julien Marinescu, Shady Elbassuoni, Sihem Amer-Yahia, Gilles Bisson
2019 B conf
GroupTravel: Customizing Travel Packages for Groups.
EDBT
Sihem Amer-Yahia, Shady Elbassuoni, Behrooz Omidvar-Tehrani, Ria Mae Borromeo, Mehrdad Farokhnejad
2019 J jnl
Human-in-the-loop Big Data and AI: Connecting Theories and Practices for a Better Future of Work (NII Shonan Meeting 154).
NII Shonan Meet. Rep.
Sihem Amer-Yahia, Senjuti Basu Roy, Lei Chen, Atsuyuki Morishima
2019 J jnl
Letter from the Special Issue Editor.
IEEE Data Eng. Bull.
Sihem Amer-Yahia, Lei Chen, Atsuyuki Morishima, Senjuti Basu Roy
2019 J jnl
Optimized group formation for solving collaborative tasks.
VLDB J.
Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
2019 A* conf
Optimizing Peer Learning in Online Groups with Affinities.
KDD
Mohammadreza Esfandiari, Dong Wei, Sihem Amer-Yahia, Senjuti Basu Roy
2019 J jnl
Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls.
CoRR
José F. Rodrigues Jr., Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia
2019 J jnl
Scalable Interactive Dynamic Graph Clustering on Multicore CPUs.
IEEE Trans. Knowl. Data Eng.
Son T. Mai, Sihem Amer-Yahia, Ira Assent, Mathias Skovgaard Birk, Martin Storgaard Dieu, Jon Jacobsen, Jesper Kristensen
2019 J jnl
The Ever Evolving Online Labor Market: Overview, Challenges and Opportunities.
Proc. VLDB Endow.
Sihem Amer-Yahia, Senjuti Basu Roy
2019 J jnl
Thematic issue on data management for graphs.
VLDB J.
Sihem Amer-Yahia, Lei Chen, Renée J. Miller
2019 J jnl
User group analytics: hypothesis generation and exploratory analysis of user data.
VLDB J.
Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Ria Mae Borromeo
2019 — conf
UserDEV: A Mixed-Initiative System for User Group Analytics.
HILDA@SIGMOD
Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Eric Simon, Fabian Colque Zegarra, João Luiz Dihl Comba, Viviane P. Moreira
2018 B conf
Cohort Representation and Exploration.
DSAA
Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Laks V. S. Lakshmanan
2018 — conf
Crowdsourcing Analytics With CrowdCur.
SIGMOD Conference
Mohammadreza Esfandiari, Kavan Bharat Patel, Sihem Amer-Yahia, Senjuti Basu Roy
2018 J jnl
Eliciting Worker Preference for Task Completion.
CoRR
Mohammadreza Esfandiari, Senjuti Basu Roy, Sihem Amer-Yahia
2018 J jnl
Evolutionary Active Constrained Clustering for Obstructive Sleep Apnea Analysis.
Data Sci. Eng.
Son T. Mai, Sihem Amer-Yahia, Sébastien Bailly, Jean Louis Pépin, Ahlame Douzal Chouakria, Ky T. Nguyen, Anh-Duong Nguyen
2018 A conf
Explicit Preference Elicitation for Task Completion Time.
CIKM
Mohammadreza Esfandiari, Senjuti Basu Roy, Sihem Amer-Yahia
2018 A* conf
Exploration of User Groups in VEXUS.
ICDE
Sihem Amer-Yahia, Behrooz Omidvar-Tehrani, João Comba, Viviane P. Moreira, Fabian Colque Zegarra
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2018 J jnl
Health Monitoring on Social Media over Time.
IEEE Trans. Knowl. Data Eng.
Sumit Sidana, Sihem Amer-Yahia, Marianne Clausel, Majdeddine Rebai, Son T. Mai, Massih-Reza Amini
2018 — ch.
Human Factors Modeling in Crowdsourcing.
Encyclopedia of Database Systems (2nd ed.)
Sihem Amer-Yahia, Senjuti Basu Roy, Gautam Das, Ioanna Lykourentzou, Habibur Rahman, Saravanan Thirumuruganathan
2018 A* conf
Human Factors in Data Science.
ICDE
Sihem Amer-Yahia
2018 — ch.
Interactive Analytics in Social Media.
Encyclopedia of Database Systems (2nd ed.)
Sihem Amer-Yahia, Alexandre Termier, Behrooz Omidvar-Tehrani
2018 B conf
Interactive Exploration of Composite Items.
EDBT
Sihem Amer-Yahia, Senjuti Basu Roy
2018 J jnl
Personalized and Diverse Task Composition in Crowdsourcing.
IEEE Trans. Knowl. Data Eng.
Maha Alsayasneh, Sihem Amer-Yahia, Éric Gaussier, Vincent Leroy, Julien Pilourdault, Ria Mae Borromeo, Motomichi Toyama, Jean-Michel Renders
2018 — conf
Scalable Active Constrained Clustering for Temporal Data.
DASFAA (1)
Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Ky T. Nguyen, Anh-Duong Nguyen
2018 B conf
Scalable Active Temporal Constrained Clustering.
EDBT
Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria
2018 — ch.
Social Media Analytics.
Encyclopedia of Database Systems (2nd ed.)
Sihem Amer-Yahia, Alexandre Termier, Behrooz Omidvar-Tehrani
2018 — ch.
Structure Analytics in Social Media.
Encyclopedia of Database Systems (2nd ed.)
Sihem Amer-Yahia, Mahashweta Das, Gautam Das, Saravanan Thirumuruganathan, Cong Yu
2018 A* conf
Task Relevance and Diversity as Worker Motivation in Crowdsourcing.
ICDE
Julien Pilourdault, Sihem Amer-Yahia, Senjuti Basu Roy, Dongwon Lee
2018 — ch.
Temporal Analytics in Social Media.
Encyclopedia of Database Systems (2nd ed.)
Sihem Amer-Yahia, Themis Palpanas, Mikalai Tsytsarau, Sofia Kleisarchaki, Ahlame Douzal, Vassilis Christophides
2018 — ch.
Text Analytics in Social Media.
Encyclopedia of Database Systems (2nd ed.)
Sihem Amer-Yahia, Sofiane Abbar, Noha Ibrahim
2018 A conf
User Group Analytics: Discovery, Exploration and Visualization.
CIKM
Behrooz Omidvar-Tehrani, Sihem Amer-Yahia
2017 J jnl
Colloquial region discovery for retail products: discovery and application.
Int. J. Data Sci. Anal.
Shashwat Mishra, Vincent Leroy, Sihem Amer-Yahia
2017 B conf
Crowdsourcing Strategies for Text Creation Tasks.
EDBT
Ria Mae Borromeo, Maha Alsayasneh, Sihem Amer-Yahia, Vincent Leroy
2017 B conf
Customizing Travel Packages with Interactive Composite Items.
DSAA
Manish Singh, Ria Mae Borromeo, Anas Hosami, Sihem Amer-Yahia, Shady Elbassuoni
2017 J jnl
Deployment strategies for crowdsourcing text creation.
Inf. Syst.
Ria Mae Borromeo, Thomas Laurent, Motomichi Toyama, Maha Alsayasneh, Sihem Amer-Yahia, Vincent Leroy
2017 J jnl
Exploration of User Groups in VEXUS.
CoRR
Sihem Amer-Yahia, Behrooz Omidvar-Tehrani, João Comba, Viviane P. Moreira, Fabian Colque Zegarra
2017 A* conf
Exploring Rated Datasets with Rating Maps.
WWW
Sihem Amer-Yahia, Sofia Kleisarchaki, Naresh Kumar Kolloju, Laks V. S. Lakshmanan, Ruben H. Zamar
2017 B conf
Fairness and Transparency in Crowdsourcing.
EDBT
Ria Mae Borromeo, Thomas Laurent, Motomichi Toyama, Sihem Amer-Yahia
2017 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2017 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2017 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2017 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Jian Pei
2017 B conf
Motivation-Aware Task Assignment in Crowdsourcing.
EDBT
Julien Pilourdault, Sihem Amer-Yahia, Dongwon Lee, Senjuti Basu Roy
2017 — conf
Online Lattice-Based Abstraction of User Groups.
DEXA (1)
Behrooz Omidvar-Tehrani, Sihem Amer-Yahia
2017 J jnl
TopPI: An efficient algorithm for item-centric mining.
Inf. Syst.
Vincent Leroy, Martin Kirchgessner, Alexandre Termier, Sihem Amer-Yahia
2017 — conf
Toward Interactive User Data Analytics.
BICOD
Sihem Amer-Yahia
2016 J jnl
A Survey of General-Purpose Crowdsourcing Techniques.
IEEE Trans. Knowl. Data Eng.
Anand Inasu Chittilappilly, Lei Chen, Sihem Amer-Yahia
2016 J jnl
Collaborative Crowdsourcing with Crowd4U.
Proc. VLDB Endow.
Kosetsu Ikeda, Atsuyuki Morishima, Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
2016 — conf
Crowdsourcing Reliable Ratings for Underexposed Items.
WEBIST (2)
Beatrice Valeri, Shady Elbassuoni, Sihem Amer-Yahia
2016 — conf
Distributed Evaluation of Top-k Temporal Joins.
SIGMOD Conference
Julien Pilourdault, Vincent Leroy, Sihem Amer-Yahia
2016 A* conf
Health Monitoring on Social Media over Time.
SIGIR
Sumit Sidana, Shashwat Mishra, Sihem Amer-Yahia, Marianne Clausel, Massih-Reza Amini
2016 J jnl
Human Factors in Crowdsourcing.
Proc. VLDB Endow.
Sihem Amer-Yahia, Senjuti Basu Roy
2016 J jnl
Introduction.
Ingénierie des Systèmes d Inf.
Sihem Amer-Yahia
2016 — conf
Multi-Objective Group Discovery on the Social Web.
ECML/PKDD (1)
Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Pierre-François Dutot, Denis Trystram
2016 J jnl
Querying Temporal Drifts at Multiple Granularities (Technical Report).
CoRR
Sofia Kleisarchaki, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Vassilis Christophides
2016 B conf
Task Composition in Crowdsourcing.
DSAA
Sihem Amer-Yahia, Éric Gaussier, Vincent Leroy, Julien Pilourdault, Ria Mae Borromeo, Motomichi Toyama
2016 B conf
Testing Interestingness Measures in Practice: A Large-Scale Analysis of Buying Patterns.
DSAA
Martin Kirchgessner, Vincent Leroy, Sihem Amer-Yahia, Shashwat Mishra
2016 J jnl
Testing Interestingness Measures in Practice: A Large-Scale Analysis of Buying Patterns.
CoRR
Martin Kirchgessner, Vincent Leroy, Sihem Amer-Yahia, Shashwat Mishra
2016 B conf
TopPI: An Efficient Algorithm for Item-Centric Mining.
DaWaK
Martin Kirchgessner, Vincent Leroy, Alexandre Termier, Sihem Amer-Yahia, Marie-Christine Rousset
2016 J jnl
Toward Worker-Centric Crowdsourcing.
IEEE Data Eng. Bull.
Sihem Amer-Yahia, Senjuti Basu Roy
2015 J jnl
"The Whole Is Greater Than the Sum of Its Parts": Optimization in Collaborative Crowdsourcing.
CoRR
Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
2015 B conf
Acquiring Reliable Ratings from the Crowd.
HCOMP
Beatrice Valeri, Shady Elbassuoni, Sihem Amer-Yahia
2015 A conf
Building Representative Composite Items.
CIKM
Vincent Leroy, Sihem Amer-Yahia, Éric Gaussier, Seyed Hamid Mirisaee
2015 B conf
Discovering characterizing regions for consumer products.
DSAA
Shashwat Mishra, Vincent Leroy, Sihem Amer-Yahia
2015 B conf
ECCO- A Framework for Ecological Data Collection and Management Involving Human Workers.
EDBT
Senjuti Basu Roy, Sihem Amer-Yahia, Lucas Joppa
2015 — conf
From Complex Object Exploration to Complex Crowdsourcing.
WWW (Companion Volume)
Sihem Amer-Yahia, Senjuti Basu Roy
2015 B conf
Group Recommendation with Temporal Affinities.
EDBT
Sihem Amer-Yahia, Behrooz Omidvar-Tehrani, Senjuti Basu Roy, Nafiseh Shabib
2015 J jnl
Increasing Coverage in Distributed Search and Recommendation with Profile Diversity.
Trans. Large Scale Data Knowl. Centered Syst.
Maximilien Servajean, Esther Pacitti, Miguel Liroz-Gistau, Sihem Amer-Yahia, Amr El Abbadi
2015 A conf
Interactive User Group Analysis.
CIKM
Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Alexandre Termier
2015 J jnl
PGLCM: efficient parallel mining of closed frequent gradual itemsets.
Knowl. Inf. Syst.
Trong Dinh Thac Do, Alexandre Termier, Anne Laurent, Benjamin Négrevergne, Behrooz Omidvar-Tehrani, Sihem Amer-Yahia
2015 J jnl
Profile Diversity for Query Processing using User Recommendations.
Inf. Syst.
Maximilien Servajean, Reza Akbarinia, Esther Pacitti, Sihem Amer-Yahia
2015 A conf
Querying Temporal Drifts at Multiple Granularities.
CIKM
Sofia Kleisarchaki, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Vassilis Christophides
2015 A* conf
Task Assignment Optimization in Collaborative Crowdsourcing.
ICDM
Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
2015 J jnl
Task assignment optimization in knowledge-intensive crowdsourcing.
VLDB J.
Senjuti Basu Roy, Ioanna Lykourentzou, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
2015 J jnl
Worker Skill Estimation in Team-Based Tasks.
Proc. VLDB Endow.
Habibur Rahman, Saravanan Thirumuruganathan, Senjuti Basu Roy, Sihem Amer-Yahia, Gautam Das
2014 — conf
An Approach to Diversify Entity Search Results.
ICAASE
Imène Saidi, Sihem Amer-Yahia, Safia Nait Bahloul
2014 J jnl
An expressive framework and efficient algorithms for the analysis of collaborative tagging.
VLDB J.
Mahashweta Das, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das, Cong Yu
2014 J jnl
Composite Retrieval of Diverse and Complementary Bundles.
IEEE Trans. Knowl. Data Eng.
Sihem Amer-Yahia, Francesco Bonchi, Carlos Castillo, Esteban Feuerstein, Isabel Méndez-Díaz, Paula Zabala
2014 B conf
Crowd4U: An Initiative for Constructing an Open Academic Crowdsourcing Network.
HCOMP
Atsuyuki Morishima, Sihem Amer-Yahia, Senjuti Basu Roy
2014 J jnl
Diversité dans la recherche d'entités.
Ingénierie des Systèmes d Inf.
Imène Saidi, Sihem Amer-Yahia, Safia Nait Bahloul
2014 — conf
Exploiting Diversification in Gossip-Based Recommendation.
Globe
Maximilien Servajean, Esther Pacitti, Miguel Liroz-Gistau, Sihem Amer-Yahia, Amr El Abbadi
2014 A* conf
Exploiting group recommendation functions for flexible preferences.
ICDE
Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das, Cong Yu
2014 J jnl
Optimization in Knowledge-Intensive Crowdsourcing.
CoRR
Senjuti Basu Roy, Ioanna Lykourentzou, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
2014 B ed.
Proceedings of the 17th International Conference on Extending Database Technology, EDBT 2014, Athens, Greece, March 24-28, 2014.
EDBT
Sihem Amer-Yahia, Vassilis Christophides, Anastasios Kementsietsidis, Minos N. Garofalakis, Stratos Idreos, Vincent Leroy
2014 — ed.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), Athens, Greece, March 28, 2014.
EDBT/ICDT Workshops
K. Selçuk Candan, Sihem Amer-Yahia, Nicole Schweikardt, Vassilis Christophides, Vincent Leroy
2014 J jnl
SOCLE: Towards a framework for data preparation in social applications.
Ingénierie des Systèmes d Inf.
Sihem Amer-Yahia, Noha Ibrahim, Christiane Kamdem Kengne, Federico Ulliana, Marie-Christine Rousset
2013 — conf
Complexity and algorithms for composite retrieval.
WWW (Companion Volume)
Sihem Amer-Yahia, Francesco Bonchi, Carlos Castillo, Esteban Feuerstein, Isabel Méndez-Díaz, Paula Zabala
2013 — conf
Crowds, not Drones: Modeling Human Factors in Interactive Crowdsourcing.
DBCrowd
Senjuti Basu Roy, Ioanna Lykourentzou, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
2013 A* conf
Diverse near neighbor problem.
SoCG
Sofiane Abbar, Sihem Amer-Yahia, Piotr Indyk, Sepideh Mahabadi, Kasturi R. Varadarajan
2013 — conf
Efficient sentiment correlation for large-scale demographics.
SIGMOD Conference
Mikalai Tsytsarau, Sihem Amer-Yahia, Themis Palpanas
2013 J jnl
Front Matter.
Proc. VLDB Endow.
Sihem Amer-Yahia, Stefan Manegold
2013 — conf
Profile diversity in search and recommendation.
WWW (Companion Volume)
Maximilien Servajean, Esther Pacitti, Sihem Amer-Yahia, Pascal Neveu
2013 A* conf
Real-time recommendation of diverse related articles.
WWW
Sofiane Abbar, Sihem Amer-Yahia, Piotr Indyk, Sepideh Mahabadi
2013 — conf
Towards a Framework for Semantic Exploration of Frequent Patterns.
IMMoA
Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Alexandre Termier, Aurélie Bertaux, Éric Gaussier, Marie-Christine Rousset
2013 — conf
Tweet4act: Using incident-specific profiles for classifying crisis-related messages.
ISCRAM
Soudip Roy Chowdhury, Muhammad Imran, Muhammad Rizwan Asghar, Sihem Amer-Yahia, Carlos Castillo
2013 A conf
Understanding Local Structure in Ranked Datasets.
CIDR
Julia Stoyanovich, Sihem Amer-Yahia, Susan B. Davidson, Marie Jacob, Tova Milo
2012 B ed.
15th International Conference on Extending Database Technology, EDBT '12, Berlin, Germany, March 27-30, 2012, Proceedings
EDBT
Elke A. Rundensteiner, Volker Markl, Ioana Manolescu, Sihem Amer-Yahia, Felix Naumann, Ismail Ari
2012 — conf
Crowd Sourcing Literature Review in SUNFLOWER.
CrowdSearch
Sihem Amer-Yahia
2012 — conf
MAQSA: a system for social analytics on news.
SIGMOD Conference
Sihem Amer-Yahia, Samreen Anjum, Amira Ghenai, Aysha Siddique, Sofiane Abbar, Sam Madden, Adam Marcus, Mohammed El-Haddad
2012 J jnl
MapRat: Meaningful Explanation, Interactive Exploration and Geo-Visualization of Collaborative Ratings.
Proc. VLDB Endow.
Saravanan Thirumuruganathan, Mahashweta Das, Shrikant Desai, Sihem Amer-Yahia, Gautam Das, Cong Yu
2012 Misc conf
User Activity Analytics on the Social Web of News.
COMAD
Sihem Amer-Yahia
2012 J jnl
Who Tags What? An Analysis Framework
CoRR
Mahashweta Das, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das, Cong Yu
2012 J jnl
Who Tags What? An Analysis Framework.
Proc. VLDB Endow.
Mahashweta Das, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das, Cong Yu
2011 B ed.
EDBT 2011, 14th International Conference on Extending Database Technology, Uppsala, Sweden, March 21-24, 2011, Proceedings
EDBT
Anastasia Ailamaki, Sihem Amer-Yahia, Jignesh M. Patel, Tore Risch, Pierre Senellart, Julia Stoyanovich
2011 — conf
I am complex: cluster me, don't just rank me.
BEWEB
Sihem Amer-Yahia
2011 A* conf
Interactive itinerary planning.
ICDE
Senjuti Basu Roy, Gautam Das, Sihem Amer-Yahia, Cong Yu
2011 J jnl
MRI: Meaningful Interpretations of Collaborative Ratings.
Proc. VLDB Endow.
Mahashweta Das, Sihem Amer-Yahia, Gautam Das, Cong Yu
2011 B conf
Making interval-based clustering rank-aware.
EDBT
Julia Stoyanovich, Sihem Amer-Yahia, Tova Milo
2011 J jnl
Recommendation Projects at Yahoo!
IEEE Data Eng. Bull.
Sihem Amer-Yahia
2010 — conf
Automatic construction of travel itineraries using social breadcrumbs.
HT
Munmun De Choudhury, Moran Feldman, Sihem Amer-Yahia, Nadav Golbandi, Ronny Lempel, Cong Yu
2010 — conf
Constructing and exploring composite items.
SIGMOD Conference
Senjuti Basu Roy, Sihem Amer-Yahia, Ashish Chawla, Gautam Das, Cong Yu
2010 A* conf
Constructing travel itineraries from tagged geo-temporal breadcrumbs.
WWW
Munmun De Choudhury, Moran Feldman, Sihem Amer-Yahia, Nadav Golbandi, Ronny Lempel, Cong Yu
2010 — conf
Crowds, clouds, and algorithms: exploring the human side of "big data" applications.
SIGMOD Conference
Sihem Amer-Yahia, AnHai Doan, Jon M. Kleinberg, Nick Koudas, Michael J. Franklin
2010 A* conf
Relevance and ranking in online dating systems.
SIGIR
Fernando Diaz, Donald Metzler, Sihem Amer-Yahia
2010 J jnl
Space efficiency in group recommendation.
VLDB J.
Senjuti Basu Roy, Sihem Amer-Yahia, Ashish Chawla, Gautam Das, Cong Yu
2009 J jnl
Battling Predictability and Overconcentration in Recommender Systems.
IEEE Data Eng. Bull.
Sihem Amer-Yahia, Laks V. S. Lakshmanan, Sergei Vassilvitskii, Cong Yu
2009 — conf
Building community-centric information exploration applications on social content sites.
SIGMOD Conference
Sihem Amer-Yahia, Jian Huang, Cong Yu
2009 J jnl
Efficient Computation of Diverse Query Results.
IEEE Data Eng. Bull.
Erik Vee, Jayavel Shanmugasundaram, Sihem Amer-Yahia
2009 A conf
Getting recommender systems to think outside the box.
RecSys
Zeinab Abbassi, Sihem Amer-Yahia, Laks V. S. Lakshmanan, Sergei Vassilvitskii, Cong Yu
2009 J jnl
Group Recommendation: Semantics and Efficiency.
Proc. VLDB Endow.
Sihem Amer-Yahia, Senjuti Basu Roy, Ashish Chawla, Gautam Das, Cong Yu
2009 B conf
It takes variety to make a world: diversification in recommender systems.
EDBT
Cong Yu, Laks V. S. Lakshmanan, Sihem Amer-Yahia
2009 A* conf
Jelly: A Language for Building Community-Centric Information Exploration Applications.
ICDE
Sihem Amer-Yahia, Jian Huang, Cong Yu
2009 J jnl
Letter from the Special Issue Editor.
IEEE Data Eng. Bull.
Sihem Amer-Yahia
2009 — conf
Leveraging communities in social content sites.
EDBT/ICDT Workshops
Sihem Amer-Yahia, Cong Yu
2009 A conf
Rank-aware clustering of structured datasets.
CIKM
Julia Stoyanovich, Sihem Amer-Yahia
2009 A* conf
Recommendation Diversification Using Explanations.
ICDE
Cong Yu, Laks V. S. Lakshmanan, Sihem Amer-Yahia
2009 J jnl
SocialScope: Enabling Information Discovery on Social Content Sites
CoRR
Sihem Amer-Yahia, Laks V. S. Lakshmanan, Cong Yu
2009 A conf
SocialScope: Enabling Information Discovery on Social Content Sites.
CIDR
Sihem Amer-Yahia, Laks V. S. Lakshmanan, Cong Yu
2009 J jnl
Third int'l workshop on "personalized access, profile management, and context awareness in databases" (PersDB 2009).
SIGMOD Rec.
Sihem Amer-Yahia, Georgia Koutrika
2008 — conf
08111 Abstracts Collection - Ranked XML Querying.
Ranked XML Querying
Sihem Amer-Yahia, Divesh Srivastava, Gerhard Weikum
2008 — conf
08111 Report - Ranked XML Querying.
Ranked XML Querying
Sihem Amer-Yahia, Djoerd Hiemstra, Thomas Rölleke, Divesh Srivastava, Gerhard Weikum
2008 J jnl
DB&IR integration: report on the Dagstuhl seminar "ranked XML querying".
SIGMOD Rec.
Sihem Amer-Yahia, Djoerd Hiemstra, Thomas Roelleke, Divesh Srivastava, Gerhard Weikum
2008 J jnl
DB&IR integration: report on the dagstuhl seminar.
SIGIR Forum
Sihem Amer-Yahia, Djoerd Hiemstra, Thomas Roelleke, Divesh Srivastava, Gerhard Weikum
2008 J jnl
Databases and Web 2.0 panel at VLDB 2007.
SIGMOD Rec.
Sihem Amer-Yahia, Volker Markl, Alon Y. Halevy, AnHai Doan, Gustavo Alonso, Donald Kossmann, Gerhard Weikum
2008 A* conf
Efficient Computation of Diverse Query Results.
ICDE
Erik Vee, Utkarsh Srivastava, Jayavel Shanmugasundaram, Prashant Bhat, Sihem Amer-Yahia
2008 J jnl
Efficient network aware search in collaborative tagging sites.
Proc. VLDB Endow.
Sihem Amer-Yahia, Michael Benedikt, Laks V. S. Lakshmanan, Julia Stoyanovich
2008 J jnl
Efficient top-k processing over query-dependent functions.
Proc. VLDB Endow.
Lin Guo, Sihem Amer-Yahia, Raghu Ramakrishnan, Jayavel Shanmugasundaram, Utkarsh Srivastava, Erik Vee
2008 — conf
From del.icio.us to x.qui.site: recommendations in social tagging sites.
SIGMOD Conference
Sihem Amer-Yahia, Alban Galland, Julia Stoyanovich, Cong Yu
2008 J jnl
Letter from the Special Issue Editor.
IEEE Data Eng. Bull.
Sihem Amer-Yahia
2008 — conf
Leveraging Tagging to Model User Interests in del.icio.us.
AAAI Spring Symposium: Social Information Processing
Julia Stoyanovich, Sihem Amer-Yahia, Cameron Marlow, Cong Yu
2008 — conf
Personalizing XML Full Text Search in PIMENTO.
Ranked XML Querying
Irini Fundulaki, Sihem Amer-Yahia, Laks V. S. Lakshmanan
2008 A ed.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008
CIKM
James G. Shanahan, Sihem Amer-Yahia, Ioana Manolescu, Yi Zhang, David A. Evans, Aleksander Kolcz, Key-Sun Choi, Abdur Chowdhury
2008 — ed.
Ranked XML Querying, 09.03. - 14.03.2008
Ranked XML Querying
Sihem Amer-Yahia, Divesh Srivastava, Gerhard Weikum
2008 — conf
Reviewing the Reviewers: Characterizing Biases and Competencies using Socially Meaningful Attributes.
AAAI Spring Symposium: Social Information Processing
Sihem Amer-Yahia, Andrei Z. Broder, Alban Galland
2007 J jnl
Challenges in Searching Online Communities.
IEEE Data Eng. Bull.
Sihem Amer-Yahia, Michael Benedikt, Philip Bohannon
2007 — ch.
Optimizing Tree Pattern Queries over Secure XML Databases.
Secure Data Management in Decentralized Systems
Wendy Hui Wang, Divesh Srivastava, Laks V. S. Lakshmanan, SungRan Cho, Sihem Amer-Yahia
2007 A* conf
Personalizing XML Search in PIMENTO.
ICDE
Sihem Amer-Yahia, Irini Fundulaki, Laks V. S. Lakshmanan
2007 A* conf
What does Web 2.0 have to do with databases?
VLDB
Sihem Amer-Yahia, Alon Y. Halevy
2007 A* conf
XML retrieval: db/ir in theory, web in practice.
VLDB
Mariano P. Consens, Ricardo A. Baeza-Yates, Mounia Lalmas, Sihem Amer-Yahia
2006 — ed.
Database and XML Technologies, 4th International XML Database Symposium,XSym 2006, Seoul, Korea, September 10-11, 2006, Proceedings
XSym
Sihem Amer-Yahia, Zohra Bellahsene, Ela Hunt, Rainer Unland, Jeffrey Xu Yu
2006 B conf
Expressiveness and Performance of Full-Text Search Languages.
EDBT
Chavdar Botev, Sihem Amer-Yahia, Jayavel Shanmugasundaram
2006 — conf
Flexible and efficient XML search with complex full-text predicates.
SIGMOD Conference
Sihem Amer-Yahia, Emiran Curtmola, Alin Deutsch
2006 — conf
The power of structured data on the web.
WIDM
Sihem Amer-Yahia
2006 J jnl
XML search: languages, INEX and scoring.
SIGMOD Rec.
Sihem Amer-Yahia, Mounia Lalmas
2006 J jnl
XQuery Full-Text extensions explained.
IBM Syst. J.
Sihem Amer-Yahia, Chavdar Botev, Jochen Dörre, Jayavel Shanmugasundaram
2005 A* conf
Adaptive Processing of Top-K Queries in XML.
ICDE
Amélie Marian, Sihem Amer-Yahia, Nick Koudas, Divesh Srivastava
2005 — conf
GalaTex: A Conformant Implementation of the XQuery Full-Text Language.
XIME-P
Emiran Curtmola, Sihem Amer-Yahia, Philip Brown, Mary F. Fernández
2005 — conf
GalaTex: a conformant implementation of the XQuery full-text language.
WWW (Special interest tracks and posters)
Emiran Curtmola, Sihem Amer-Yahia, Philip Brown, Mary F. Fernández
2005 A* conf
Personalizing XML Text Search in PimenT.
VLDB
Sihem Amer-Yahia, Irini Fundulaki, Prateek Jain, Laks V. S. Lakshmanan
2005 J jnl
Report on the DB/IR panel at SIGMOD 2005.
SIGMOD Rec.
Sihem Amer-Yahia, Pat Case, Thomas Rölleke, Jayavel Shanmugasundaram, Gerhard Weikum
2005 A* conf
Structure and Content Scoring for XML.
VLDB
Sihem Amer-Yahia, Nick Koudas, Amélie Marian, Divesh Srivastava, David Toman
2005 A* conf
XML Full-Text Search: Challenges and Opportunities.
VLDB
Sihem Amer-Yahia, Jayavel Shanmugasundaram
2004 — conf
A TeXQuery-Based XML Full-Text Search Engine.
SIGMOD Conference
Chavdar Botev, Jayavel Shanmugasundaram, Sihem Amer-Yahia
2004 — conf
A comprehensive solution to the XML-to-relational mapping problem.
WIDM
Sihem Amer-Yahia, Fang Du, Juliana Freire
2004 J jnl
A declarative approach to optimize bulk loading into databases.
ACM Trans. Database Syst.
Sihem Amer-Yahia, Sophie Cluet
2004 J jnl
Distributed Evaluation of Network Directory Queries.
IEEE Trans. Knowl. Data Eng.
Sihem Amer-Yahia, Divesh Srivastava, Dan Suciu
2004 — conf
FleXPath: Flexible Structure and Full-Text Querying for XML.
SIGMOD Conference
Sihem Amer-Yahia, Laks V. S. Lakshmanan, Shashank Pandit
2004 — ed.
Proceedings of the Seventh International Workshop on the Web and Databases, WebDB 2004, June 17-18, 2004, Maison de la Chimie, Paris, France, Colocated with ACM SIGMOD/PODS 2004
WebDB
Sihem Amer-Yahia, Luis Gravano
2004 A* conf
ShreX: Managing XML Documents in Relational Databases.
VLDB
Fang Du, Sihem Amer-Yahia, Juliana Freire
2004 — conf
Teaching Relational Optimizers About XML Processing.
XSym
Sihem Amer-Yahia, Yannis Kotidis, Divesh Srivastava
2004 A* conf
Texquery: a full-text search extension to xquery.
WWW
Sihem Amer-Yahia, Chavdar Botev, Jayavel Shanmugasundaram
2004 A* conf
Web-Services Architecture for Efficient XML Data Exchange.
ICDE
Sihem Amer-Yahia, Yannis Kotidis
2003 A* conf
Approximate Matching in XML.
ICDE
Sihem Amer-Yahia, Nick Koudas, Divesh Srivastava
2003 — conf
Efficient XML Data Exchange from Relations.
BDA
Sihem Amer-Yahia, Yannis Kotidis
2003 — conf
LockX: A System for Efficiently Querying Secure XML.
SIGMOD Conference
SungRan Cho, Sihem Amer-Yahia, Laks V. S. Lakshmanan, Divesh Srivastava
2003 A* conf
PIX: A System for Phrase Matching in XML Documents.
ICDE
Sihem Amer-Yahia, Mary F. Fernández, Divesh Srivastava, Yu Xu
2003 — conf
PIX: Exact and Approximate Phrase Matching in XML.
SIGMOD Conference
Sihem Amer-Yahia, Mary F. Fernández, Divesh Srivastava, Yu Xu
2003 A* conf
Phrase Matching in XML.
VLDB
Sihem Amer-Yahia, Mary F. Fernández, Divesh Srivastava, Yu Xu
2003 A* conf
XML Publishing: Look at Siblings too!
ICDE
Sihem Amer-Yahia, Yannis Kotidis, Divesh Srivastava
2002 — conf
A mapping schema and interface for XML stores.
WIDM
Sihem Amer-Yahia, Divesh Srivastava
2002 A conf
Logical and physical support for heterogeneous data.
CIKM
Sihem Amer-Yahia, Mary F. Fernández, Rick Greer, Divesh Srivastava
2002 A* conf
Optimizing the Secure Evaluation of Twig Queries.
VLDB
SungRan Cho, Sihem Amer-Yahia, Laks V. S. Lakshmanan, Divesh Srivastava
2002 A* conf
Techniques for Storing XM.
ICDE
Mary F. Fernández, Sihem Amer-Yahia
2002 B conf
Tree Pattern Relaxation.
EDBT
Sihem Amer-Yahia, SungRan Cho, Divesh Srivastava
2002 J jnl
Tree pattern query minimization.
VLDB J.
Sihem Amer-Yahia, SungRan Cho, Laks V. S. Lakshmanan, Divesh Srivastava
2001 — conf
Minimization of Tree Pattern Queries.
SIGMOD Conference
Sihem Amer-Yahia, SungRan Cho, Laks V. S. Lakshmanan, Divesh Srivastava
2000 B conf
On Bounding-Schemas for LDAP Directories.
EDBT
Sihem Amer-Yahia, H. V. Jagadish, Laks V. S. Lakshmanan, Divesh Srivastava
2000 A* conf
Optimizing Queries on Compressed Bitmaps.
VLDB
Sihem Amer-Yahia, Theodore Johnson
1998 — conf
Bulk loading techniques for object databases and an application to relational data.
BDA
Sihem Amer-Yahia, Sophie Cluet, Claude Delobel
1998 A* conf
Bulk-Loading Techniques for Object Databases and an Application to Relational Data.
VLDB
Sihem Amer-Yahia, Sophie Cluet, Claude Delobel
1996 — conf
Object Views and Updates.
BDA
Sihem Amer-Yahia, Philippe Brèche, Cássio Souza dos Santos