| 2025 | ICDM | Uncertainty-Aware Dynamic Knowledge Graphs for Reliable Question Answering. | Yu Takahashi, Shun Takeuchi, Kexuan Xin, Guillaume Pelat, Yoshiaki Ikai, Junya Saito, Jonathan Vitale, Shlomo Berkovsky, Amin Beheshti |
| 2025 | MICCAI | BraTS-UMamba: Adaptive Mamba UNet with Dual-Band Frequency Based Feature Enhancement for Brain Tumor Segmentation. | Haoran Yao, Hao Xiong, Dong Liu, Hualei Shen, Shlomo Berkovsky |
| 2025 | OZCHI | Understanding User Preferences for Interaction Styles in Conversational Recommender System: The Predictive Role of System Qualities, User Experience, and Traits. | Raj Mahmud, Shlomo Berkovsky, Mukesh Prasad, Ahmet Baki Kocaballi |
| 2025 | OZCHI | Evaluating User Experience in Conversational Recommender Systems: A Systematic Review Across Classical and LLM-Powered Approaches. | Raj Mahmud, Yufeng Wu, Abdullah Bin Sawad, Shlomo Berkovsky, Mukesh Prasad, Ahmet Baki Kocaballi |
| 2025 | Persuasive | Design of a Personalised AI Coaching Assistant for Occupational Health and Safety. | Jonathan Vitale, Shlomo Berkovsky, Shun Takeuchi, Amin Beheshti, Kexuan Xin, Junya Saito, Sosuke Yamao |
| 2024 | ICASSP | Deep Fusion of Shifted MLP and CNN for Medical Image Segmentation. | Chengyu Yuan, Hao Xiong, Guoqing Shangguan, Hualei Shen, Dong Liu, Haojie Zhang, Zhonghua Liu, Kun Qian, Bin Hu, Bjrn W. Schuller, Yoshiharu Yamamoto, Shlomo Berkovsky |
| 2022 | MICCAI | Adaptive Unified Contrastive Learning for Imbalanced Classification. | Cong Cong, Yixing Yang, Sidong Liu, Maurice Pagnucco, Antonio Di Ieva, Shlomo Berkovsky, Yang Song |
| 2022 | NAACL | Few-shot fine-tuning SOTA summarization models for medical dialogues. | David Fraile Navarro, Mark Dras, Shlomo Berkovsky |
| 2021 | MICCAI | Semi-supervised Adversarial Learning for Stain Normalisation in Histopathology Images. | Cong Cong, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Shlomo Berkovsky, Yang Song |
| 2021 | SECRYPT | Empirical Security and Privacy Analysis of Mobile Symptom Checking Apps on Google Play. | I Wayan Budi Sentana, Muhammad Ikram, Mohamed Ali Kafar, Shlomo Berkovsky |
| 2020 | AVI | Visualizing Program Genres' Temporal-Based Similarity in Linear TV Recommendations. | Veronika Bogina, Julia Sheidin, Tsvi Kuflik, Shlomo Berkovsky |
| 2020 | CHI | Revisiting Habitability in Conversational Systems. | Ahmet Baki Kocaballi, Enrico W. Coiera, Shlomo Berkovsky |
| 2020 | RecSys | Keynote Abstract: Health Personalisation: From Wellbeing to Medicine. | Shlomo Berkovsky |
| 2019 | CHI | Detecting Personality Traits Using Eye-Tracking Data. | Shlomo Berkovsky, Ronnie Taib, Irena Koprinska, Eileen Wang, Yucheng Zeng, Jingjie Li, Sabina Kleitman |
| 2019 | Interact | Social Engineering and Organisational Dependencies in Phishing Attacks. | Ronnie Taib, Kun Yu, Shlomo Berkovsky, Mark W. Wiggins, Piers Bayl-Smith |
| 2019 | IUI | Do I trust my machine teammate?: an investigation from perception to decision. | Kun Yu, Shlomo Berkovsky, Ronnie Taib, Jianlong Zhou, Fang Chen |
| 2017 | CHI | Indexing Cognitive Load using Blood Volume Pulse Features. | Jianlong Zhou, Syed Z. Arshad, Simon Luo, Kun Yu, Shlomo Berkovsky, Fang Chen |
| 2017 | HIC | Interacting with Genomic Data: Clinician Requirements and Prototype Structure. | Dana Bradford, Shlomo Berkovsky, Melissa Martyn, Tim Bakkar, Martin Krahnert, Michelle Rodriguez, Denis C. Bauer, Derek Ireland, Clara Gaff |
| 2017 | IJCAI | Tracking the Evolution of Customer Purchase Behavior Segmentation via a Fragmentation-Coagulation Process. | Ling Luo, Bin Li, Irena Koprinska, Shlomo Berkovsky, Fang Chen |
| 2017 | IUI | How to Recommend?: User Trust Factors in Movie Recommender Systems. | Shlomo Berkovsky, Ronnie Taib, Dan Conway |
| 2017 | IUI | User Trust Dynamics: An Investigation Driven by Differences in System Performance. | Kun Yu, Shlomo Berkovsky, Ronnie Taib, Dan Conway, Jianlong Zhou, Fang Chen |
| 2017 | RecSys | Do Users Matter? The Contribution of User-Driven Feature Weights to Open Dataset Recommendations. | Anusuriya Devaraju, Shlomo Berkovsky |
| 2017 | RecSys | Privacy for Recommender Systems: Tutorial Abstract. | Bart P. Knijnenburg, Shlomo Berkovsky |
| 2017 | WWW | Online Engagement for a Healthier You: A Case Study of Web-based Supermarket Health Program. | Ling Luo, Bin Li, Shlomo Berkovsky, Irena Koprinska, Fang Chen |
| 2017 | WWW | Does Weather Matter?: Causal Analysis of TV Logs. | Shi Zong, Branislav Kveton, Shlomo Berkovsky, Azin Ashkan, Nikos Vlassis, Zheng Wen |
| 2017 | SOUPS | A Qualitative Investigation of Bank Employee Experiences of Information Security and Phishing. | Dan Conway, Ronnie Taib, Mitch Harris, Kun Yu, Shlomo Berkovsky, Fang Chen |
| 2016 | CIKM | Discovering Temporal Purchase Patterns with Different Responses to Promotions. | Ling Luo, Bin Li, Irena Koprinska, Shlomo Berkovsky, Fang Chen |
| 2016 | HIC | Promoting UV Exposure Awareness with Persuasive, Wearable Technologies. | M. Sazzad Hussain, Liam Cripwell, Shlomo Berkovsky, Jill Freyne |
| 2016 | PAKDD | Who Will Be Affected by Supermarket Health Programs? Tracking Customer Behavior Changes via Preference Modeling. | Ling Luo, Bin Li, Shlomo Berkovsky, Irena Koprinska, Fang Chen |
| 2016 | Persuasive | Adaptivity and Personalization in Persuasive Technologies. | Shlomo Berkovsky, Maurits Kaptein, Massimo Zancanaro |
| 2015 | CIKM | Characterizing and Predicting Viral-and-Popular Video Content. | David Vallet, Shlomo Berkovsky, Sebastien Ardon, Anirban Mahanti, Mohamed Ali Kafar |
| 2015 | IJCAI | Optimal Greedy Diversity for Recommendation. | Azin Ashkan, Branislav Kveton, Shlomo Berkovsky, Zheng Wen |
| 2015 | IJCAI | Influencing Individually: Fusing Personalization and Persuasion (Extended Abstract). | Shlomo Berkovsky, Jill Freyne, Harri Oinas-Kukkonen |
| 2015 | IUI | Minimal Interaction Search in Recommender Systems. | Branislav Kveton, Shlomo Berkovsky |
| 2015 | KDD | Web Personalization and Recommender Systems. | Shlomo Berkovsky, Jill Freyne |
| 2015 | RecSys | Emotion-Based Movie Recommendations: How Far Can We Take This? | Shlomo Berkovsky |
| 2015 | RecSys | Applying Differential Privacy to Matrix Factorization. | Arnaud Berlioz, Arik Friedman, Mohamed Ali Kafar, Roksana Boreli, Shlomo Berkovsky |
| 2015 | RecSys | Interaction Design in a Mobile Food Recommender System. | Mehdi Elahi, Mouzhi Ge, Francesco Ricci, Ignacio Fernndez-Tobas, Shlomo Berkovsky, David Massimo |
| 2015 | RecSys | Data Quality Matters in Recommender Systems. | Oren Sar Shalom, Shlomo Berkovsky, Royi Ronen, Elad Ziklik, Amihood Amir |
| 2014 | IUI | Improving business rating predictions using graph based features. | Amit Tiroshi, Shlomo Berkovsky, Mohamed Ali Kafar, David Vallet, Terence Chen, Tsvi Kuflik |
| 2014 | PAKDD | Matrix Factorization without User Data Retention. | David Vallet, Arik Friedman, Shlomo Berkovsky |
| 2014 | RecSys | Diversified Utility Maximization for Recommendations. | Azin Ashkan, Branislav Kveton, Shlomo Berkovsky, Zheng Wen |
| 2014 | RecSys | Interactive Food Recommendation for Groups. | Mehdi Elahi, Mouzhi Ge, Francesco Ricci, David Massimo, Shlomo Berkovsky |
| 2013 | Persuasive | Colours That Move You: Persuasive Ambient Activity Displays. | Patrick Burns, Christopher Lueg, Shlomo Berkovsky |
| 2013 | RecSys | Food Recommendations: Biases that Underpin Ratings. | Shlomo Berkovsky, Jill Freyne |
| 2013 | RecSys | Cross social networks interests predictions based ongraph features. | Amit Tiroshi, Shlomo Berkovsky, Mohamed Ali Kafar, Terence Chen, Tsvi Kuflik |
| 2013 | RecSys | Catch-up TV recommendations: show old favourites and find new ones. | Mengxi Xu, Shlomo Berkovsky, Sebastien Ardon, Sipat Triukose, Anirban Mahanti, Irena Koprinska |
| 2012 | CHI | Activmon: encouraging physical activity through ambient social awareness. | Patrick Burns, Christopher Lueg, Shlomo Berkovsky |
| 2012 | CHI | Mobile applications to support dietary change: highlighting the importance of evaluation context. | Jill Freyne, Emily Brindal, Gilly Hendrie, Shlomo Berkovsky, Mac Coombe |
| 2012 | CHI | Factors associated with persistent participation in an online diet intervention. | Jill Freyne, Ian Saunders, Emily Brindal, Shlomo Berkovsky, Gregory Smith |
| 2011 | AIME | Personalized Techniques for Lifestyle Change. | Jill Freyne, Shlomo Berkovsky, Nilufar Baghaei, Stephen Kimani, Gregory Smith |
| 2011 | RecSys | Challenge on context-aware movie recommendation: CAMRa2011. | Alan Said, Shlomo Berkovsky, Ernesto William De Luca, Jannis Hermanns |
| 2010 | CBMS | Improving health information access through social networking. | Jill Freyne, Shlomo Berkovsky, Stephen Kimani, Nilufar Baghaei, Emily Brindal |
| 2010 | CHI | Physical activity motivating games: virtual rewards for real activity. | Shlomo Berkovsky, Mac Coombe, Jill Freyne, Dipak Bhandari, Nilufar Baghaei |
| 2010 | CHI | Gender and role differences in family-based healthy living networks. | Stephen Kimani, Nilufar Baghaei, Jill Freyne, Shlomo Berkovsky, Dipak Bhandari, Gregory Smith |
| 2010 | IUI | Isn't it great?: you can PLAY, MATE! | Shlomo Berkovsky, Mac Coombe, Jill Freyne, Dipak Bhandari |
| 2010 | IUI | Activity interface for physical activity motivating games. | Shlomo Berkovsky, Mac Coombe, Richard Helmer |
| 2010 | IUI | Intelligent food planning: personalized recipe recommendation. | Jill Freyne, Shlomo Berkovsky |
| 2010 | IUI | Mobile mentor: weight management platform. | Jill Freyne, Dipak Bhandari, Shlomo Berkovsky, Lyle Borlase, Chris Campbell, Steve Chau |
| 2010 | IUI | Activity awareness in family-based healthy living online social networks. | Stephen Kimani, Shlomo Berkovsky, Gregory Smith, Jill Freyne, Nilufar Baghaei, Dipak Bhandari |
| 2010 | RecSys | Context-awareness in recommender systems: research workshop and movie recommendation challenge. | Gediminas Adomavicius, Alexander Tuzhilin, Shlomo Berkovsky, Ernesto William De Luca, Alan Said |
| 2010 | RecSys | Group-based recipe recommendations: analysis of data aggregation strategies. | Shlomo Berkovsky, Jill Freyne |
| 2010 | RecSys | Recommender algorithms in activity motivating games. | Shlomo Berkovsky, Jill Freyne, Mac Coombe, Dipak Bhandari |
| 2010 | RecSys | Social networking feeds: recommending items of interest. | Jill Freyne, Shlomo Berkovsky, Elizabeth M. Daly, Werner Geyer |
| 2009 | OZCHI | SOFA: an online social network for engaging and motivating families to adopt a healthy lifestyle. | Nilufar Baghaei, Jill Freyne, Stephen Kimani, Gregory Smith, Shlomo Berkovsky, Dipak Bhandari, Nathalie Colineau, Ccile Paris |
| 2009 | OZCHI | Physical activity motivating games: you can | Shlomo Berkovsky, Jill Freyne, Mac Coombe, Dipak Bhandari, Nilufar Baghaei |
| 2009 | Persuasive | Designing games to motivate physical activity. | Shlomo Berkovsky, Dipak Bhandari, Stephen Kimani, Nathalie Colineau, Ccile Paris |
| 2008 | IUI | UbiqUM 2008: theories and applications of ubiquitous user modeling. | Tsvi Kuflik, Shlomo Berkovsky, Dominik Heckmann, Antonio Krger |
| 2007 | RecSys | Enhancing privacy and preserving accuracy of a distributed collaborative filtering. | Shlomo Berkovsky, Yaniv Eytani, Tsvi Kuflik, Francesco Ricci |
| 2007 | RecSys | Distributed collaborative filtering with domain specialization. | Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci |
| 2006 | ECAI | Identifying Inter-Domain Similarities Through Content-Based Analysis of Hierarchical Web-Directories. | Shlomo Berkovsky, Dan Goldwasser, Tsvi Kuflik, Francesco Ricci |
| 2006 | SAC | Management of unspecified semi-structured data in multi-agent environment. | Yosi Ben-Asher, Shlomo Berkovsky, Yaniv Eytani |
| 2005 | ICCBR | P2P Case Retrieval with an Unspecified Ontology. | Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci |
| 2004 | ISPDC | Using a J2EE Cluster for Parallel Computation of Join Queries in Distributed Databases. | Yosi Ben-Asher, Shlomo Berkovsky, Ariel Tammam, Edi Shmueli |