Using a J2EE Cluster for Parallel Computation of Join Queries in Distributed Databases. - Yosi Ben-Asher; Shlomo Berkovsky; Ariel Tammam; Edi Shmueli (ISPDC/HeteroPar, 2004)

P2P Case Retrieval with an Unspecified Ontology. - Shlomo Berkovsky; Tsvi Kuflik; Francesco Ricci 001 (ICCBR, 2005)

Entertainment Personalization Mechanism Through Cross-Domain User Modeling. - Shlomo Berkovsky; Tsvi Kuflik; Francesco Ricci 001 (INTETAIN, 2005)

Semantic Platform for Context-Aware Publish/Subscribe M-Commerce. - Shlomo Berkovsky; Yaniv Eytani (SAINT Workshops, 2005)

Ubiquitous User Modeling in Recommender Systems. - Shlomo Berkovsky (User Modeling, 2005)

Measuring the Relative Performance of Schema Matchers. - Shlomo Berkovsky; Yaniv Eytani; Avigdor Gal (Web Intelligence, 2005)

Using J2EE/NET Clusters for Parallel Computations of Join Queries in Distributed Databases. - Yosi Ben-Asher; Shlomo Berkovsky; Eduard Gelzin; Ariel Tammam; Miri Vilkhov (J. Digit. Inf. Manag., 2005)

Decentralized Mediation of User Models for a Better Personalization. - Shlomo Berkovsky (AH, 2006)

Cross-Technique Mediation of User Models. - Shlomo Berkovsky; Tsvi Kuflik; Francesco Ricci 001 (AH, 2006)

Identifying Inter-Domain Similarities Through Content-Based Analysis of Hierarchical Web-Directories. - Shlomo Berkovsky; Dan Goldwasser; Tsvi Kuflik; Francesco Ricci 001 (ECAI, 2006)

Collaborative Filtering Based on Content Addressing. - Shlomo Berkovsky; Yaniv Eytani; Larry M. Manevitz (ICEIS (2), 2006)

Retrieval of Collaborative Filtering Nearest Neighbors in a Content-Addressable Space. - Shlomo Berkovsky; Yaniv Eytani; Larry M. Manevitz (ICEIS (Selected Papers), 2006)

Predicting User Experiences through Cross-Context Reasoning. - Shlomo Berkovsky; Tsvi Kuflik; Lora Aroyo; Dominik Heckmann; Alexander Kröner; Francesco Ricci 001; Geert-Jan Houben (LWA, 2006)

Management of unspecified semi-structured data in multi-agent environment. - Yosi Ben-Asher; Shlomo Berkovsky; Yaniv Eytani (SAC, 2006)

Semantic Data Management in Peer-to-Peer E-Commerce Applications. - Yosi Ben-Asher; Shlomo Berkovsky (J. Data Semant., 2006)

Enhancing privacy and preserving accuracy of a distributed collaborative filtering. - Shlomo Berkovsky; Yaniv Eytani; Tsvi Kuflik; Francesco Ricci 001 (RecSys, 2007)

Distributed collaborative filtering with domain specialization. - Shlomo Berkovsky; Tsvi Kuflik; Francesco Ricci 001 (RecSys, 2007)

Cross-Domain Mediation in Collaborative Filtering. - Shlomo Berkovsky; Tsvi Kuflik; Francesco Ricci 001 (User Modeling, 2007)

P2P case storage and retrieval with an unspecified ontology. - Shlomo Berkovsky; Tsvi Kuflik; Francesco Ricci 001 (Artif. Intell. Rev., 2007)

Efficient Collaborative Filtering in Content-Addressable Spaces. - Shlomo Berkovsky; Yaniv Eytani; Larry M. Manevitz (Int. J. Pattern Recognit. Artif. Intell., 2007)

Adaptive Retrieval of Semi-structured Data. - Yosi Ben-Asher; Shlomo Berkovsky; Paolo Busetta; Yaniv Eytani; Sadek Jbara; Tsvi Kuflik (AH, 2008)

Aspect-Based Personalized Text Summarization. - Shlomo Berkovsky; Timothy Baldwin; Ingrid Zukerman (AH, 2008)

Using Collaborative Models to Adaptively Predict Visitor Locations in Museums. - Fabian Bohnert; Ingrid Zukerman; Shlomo Berkovsky; Timothy Baldwin; Liz Sonenberg (AH, 2008)

UbiqUM 2008: theories and applications of ubiquitous user modeling. - Tsvi Kuflik; Shlomo Berkovsky; Dominik Heckmann; Antonio Krüger (IUI, 2008)

Using interest and transition models to predict visitor locations in museums. - Fabian Bohnert; Ingrid Zukerman; Shlomo Berkovsky; Timothy Baldwin; Liz Sonenberg (AI Commun., 2008)

Mediation of user models for enhanced personalization in recommender systems. - Shlomo Berkovsky; Tsvi Kuflik; Francesco Ricci 001 (User Model. User Adapt. Interact., 2008)

Efficient Collaborative Filtering in Content-Addressable Spaces. - Shlomo Berkovsky; Yaniv Eytani; Larry M. Manevitz (Personalization Techniques and Recommender Systems, 2008)

Physical Activity Motivating Games. - Shlomo Berkovsky; Jill Freyne; Mac Coombe (AICS, 2009)

Aggregation Trade Offs in Family Based Recommendations. - Shlomo Berkovsky; Jill Freyne; Mac Coombe (Australasian Conference on Artificial Intelligence, 2009)

SOFA: an online social network for engaging and motivating families to adopt a healthy lifestyle. - Nilufar Baghaei; Jill Freyne; Stephen Kimani; Gregory Smith 003; Shlomo Berkovsky; Dipak Bhandari; Nathalie Colineau; Cécile Paris (OZCHI, 2009)

Physical activity motivating games: you can play, mate!. - Shlomo Berkovsky; Jill Freyne; Mac Coombe; Dipak Bhandari; Nilufar Baghaei (OZCHI, 2009)

Designing games to motivate physical activity. - Shlomo Berkovsky; Dipak Bhandari; Stephen Kimani; Nathalie Colineau; Cécile Paris (PERSUASIVE, 2009)

Cross-representation mediation of user models. - Shlomo Berkovsky; Tsvi Kuflik; Francesco Ricci 001 (User Model. User Adapt. Interact., 2009)

Addressing Challenges of Ubiquitous User Modeling: Between Mediation and Semantic Integration. - Shlomo Berkovsky; Dominik Heckmann; Tsvi Kuflik (Advances in Ubiquitous User Modelling, 2009)

Improving health information access through social networking. - Jill Freyne; Shlomo Berkovsky; Stephen Kimani; Nilufar Baghaei; Emily Brindal (CBMS, 2010)

Physical activity motivating games: virtual rewards for real activity. - Shlomo Berkovsky; Mac Coombe; Jill Freyne; Dipak Bhandari; Nilufar Baghaei (CHI, 2010)

Gender and role differences in family-based healthy living networks. - Stephen Kimani; Nilufar Baghaei; Jill Freyne; Shlomo Berkovsky; Dipak Bhandari; Gregory Smith 003 (CHI Extended Abstracts, 2010)

Isn't it great?: you can PLAY, MATE! - Shlomo Berkovsky; Mac Coombe; Jill Freyne; Dipak Bhandari (IUI, 2010)

Activity interface for physical activity motivating games. - Shlomo Berkovsky; Mac Coombe; Richard Helmer (IUI, 2010)

Intelligent food planning: personalized recipe recommendation. - Jill Freyne; Shlomo Berkovsky (IUI, 2010)

Mobile mentor: weight management platform. - Jill Freyne; Dipak Bhandari; Shlomo Berkovsky; Lyle Borlase; Chris Campbell; Steve Chau (IUI, 2010)

Activity awareness in family-based healthy living online social networks. - Stephen Kimani; Shlomo Berkovsky; Gregory Smith 003; Jill Freyne; Nilufar Baghaei; Dipak Bhandari (IUI, 2010)

Context-awareness in recommender systems: research workshop and movie recommendation challenge. - Gediminas Adomavicius; Alexander Tuzhilin; Shlomo Berkovsky; Ernesto William De Luca; Alan Said (RecSys, 2010)

Group-based recipe recommendations: analysis of data aggregation strategies. - Shlomo Berkovsky; Jill Freyne (RecSys, 2010)

Recommender algorithms in activity motivating games. - Shlomo Berkovsky; Jill Freyne; Mac Coombe; Dipak Bhandari (RecSys, 2010)

Social networking feeds: recommending items of interest. - Jill Freyne; Shlomo Berkovsky; Elizabeth M. Daly; Werner Geyer (RecSys, 2010)

Recommending Food: Reasoning on Recipes and Ingredients. - Jill Freyne; Shlomo Berkovsky (UMAP, 2010)

An Analysis of Group Recommendation Strategies. - Shlomo Berkovsky; Jill Freyne (J. Adv. Comput. Intell. Intell. Informatics, 2010)

Personalized Techniques for Lifestyle Change. - Jill Freyne; Shlomo Berkovsky; Nilufar Baghaei; Stephen Kimani; Gregory Smith 003 (AIME, 2011)

ActivMON: A Wearable Ambient Activity Display. - Patrick Burns; Christopher Peter Lueg; Shlomo Berkovsky (MMS, 2011)

Challenge on context-aware movie recommendation: CAMRa2011. - Alan Said; Shlomo Berkovsky; Ernesto William De Luca; Jannis Hermanns (RecSys, 2011)

Selecting Items of Relevance in Social Network Feeds. - Shlomo Berkovsky; Jill Freyne; Stephen Kimani; Gregory Smith 003 (UMAP, 2011)

Recipe Recommendation: Accuracy and Reasoning. - Jill Freyne; Shlomo Berkovsky; Gregory Smith 003 (UMAP, 2011)

Engaging Families in Lifestyle Changes Through Social Networking. - Nilufar Baghaei; Stephen Kimani; Jill Freyne; Emily Brindal; Shlomo Berkovsky; Gregory Smith 003 (Int. J. Hum. Comput. Interact., 2011)

Activmon: encouraging physical activity through ambient social awareness. - Patrick Burns; Christopher Lueg; Shlomo Berkovsky (CHI Extended Abstracts, 2012)

Mobile applications to support dietary change: highlighting the importance of evaluation context. - Jill Freyne; Emily Brindal; Gilly Hendrie; Shlomo Berkovsky; Mac Coombe (CHI Extended Abstracts, 2012)

Factors associated with persistent participation in an online diet intervention. - Jill Freyne; Ian Saunders; Emily Brindal; Shlomo Berkovsky; Gregory Smith 003 (CHI Extended Abstracts, 2012)

Next-generation social TV content discovery. - Sebastien Ardon; Salim Bensiali; Hilary Cinis; Jeff Wang; Shlomo Berkovsky (UMAP Workshops, 2012)

Personalized Network Updates: Increasing Social Interactions and Contributions in Social Networks. - Shlomo Berkovsky; Jill Freyne; Gregory Smith 003 (UMAP, 2012)

Time dependency in TV viewer clustering. - Mengxi Xu; Shlomo Berkovsky; Irena Koprinska; Sebastien Ardon; Kalina Yacef (UMAP Workshops, 2012)

The impact of data obfuscation on the accuracy of collaborative filtering. - Shlomo Berkovsky; Tsvi Kuflik; Francesco Ricci 001 (Expert Syst. Appl., 2012)

Influencing Individually: Fusing Personalization and Persuasion. - Shlomo Berkovsky; Jill Freyne; Harri Oinas-Kukkonen (ACM Trans. Interact. Intell. Syst., 2012)

Physical Activity Motivating Games: Be Active and Get Your Own Reward. - Shlomo Berkovsky; Jill Freyne; Mac Coombe (ACM Trans. Comput. Hum. Interact., 2012)

Network activity feed: finding needles in a haystack. - Shlomo Berkovsky (MSM, 2013)

Colours That Move You: Persuasive Ambient Activity Displays. - Patrick Burns; Christopher Lueg; Shlomo Berkovsky (PERSUASIVE, 2013)

Personalised Network Activity Feeds: Finding Needles in the Haystacks. - Shlomo Berkovsky; Jill Freyne (MSM/MUSE, 2013)

Food Recommendations: Biases that Underpin Ratings. - Shlomo Berkovsky; Jill Freyne (Decisions@RecSys, 2013)

Cross social networks interests predictions based ongraph features. - Amit Tiroshi; Shlomo Berkovsky; Mohamed Ali Kâafar; Terence Chen; Tsvi Kuflik (RecSys, 2013)

Catch-up TV recommendations: show old favourites and find new ones. - Mengxi Xu; Shlomo Berkovsky; Sebastien Ardon; Sipat Triukose; Anirban Mahanti; Irena Koprinska (RecSys, 2013)

Inform or Flood: Estimating When Retweets Duplicate. - Amit Tiroshi; Tsvi Kuflik; Shlomo Berkovsky (UMAP, 2013)

On the potential of recommendation technologies for efficient content delivery networks. - Mohamed Ali Kâafar; Shlomo Berkovsky; Benoit Donnet (Comput. Commun. Rev., 2013)

Introduction to the Special Issue on Adaptive Hypermedia. - Paul De Bra; Jill Freyne; Shlomo Berkovsky (New Rev. Hypermedia Multim., 2013)

Rating Bias and Preference Acquisition. - Jill Freyne; Shlomo Berkovsky; Gregory Smith 003 (ACM Trans. Interact. Intell. Syst., 2013)

Movie recommendation in context. - Alan Said; Shlomo Berkovsky; Ernesto William De Luca (ACM Trans. Intell. Syst. Technol., 2013)

Improving business rating predictions using graph based features. - Amit Tiroshi; Shlomo Berkovsky; Mohamed Ali Kâafar; David Vallet; Terence Chen; Tsvi Kuflik (IUI, 2014)

Matrix Factorization without User Data Retention. - David Vallet; Arik Friedman; Shlomo Berkovsky (PAKDD (1), 2014)

Diversified Utility Maximization for Recommendations. - Azin Ashkan; Branislav Kveton; Shlomo Berkovsky; Zheng Wen 002 (RecSys Posters, 2014)

Interactive Food Recommendation for Groups. - Mehdi Elahi; Mouzhi Ge; Francesco Ricci 001; David Massimo; Shlomo Berkovsky (RecSys Posters, 2014)

Graph-Based Recommendations: Make the Most Out of Social Data. - Amit Tiroshi; Shlomo Berkovsky; Mohamed Ali Kâafar; David Vallet; Tsvi Kuflik (UMAP, 2014)

DUM: Diversity-Weighted Utility Maximization for Recommendations. - Azin Ashkan; Branislav Kveton; Shlomo Berkovsky; Zheng Wen 002 (CoRR, 2014)

An analysis of new visitors' website behaviour before & after TV advertising. - Kyrylo Medvediev; Guandong Xu; Shlomo Berkovsky; Yury Onikienko (BESC, 2015)

Characterizing and Predicting Viral-and-Popular Video Content. - David Vallet; Shlomo Berkovsky; Sebastien Ardon; Anirban Mahanti; Mohamed Ali Kâafar (CIKM, 2015)

Optimal Greedy Diversity for Recommendation. - Azin Ashkan; Branislav Kveton; Shlomo Berkovsky; Zheng Wen 002 (IJCAI, 2015)

Influencing Individually: Fusing Personalization and Persuasion (Extended Abstract). - Shlomo Berkovsky; Jill Freyne; Harri Oinas-Kukkonen (IJCAI, 2015)

Minimal Interaction Search in Recommender Systems. - Branislav Kveton; Shlomo Berkovsky (IUI, 2015)

Web Personalization and Recommender Systems. - Shlomo Berkovsky; Jill Freyne (KDD, 2015)

Blending Users, Content, and Emotions for Movie Recommendations. - Shlomo Berkovsky (ASM@ACM Multimedia, 2015)

Emotion-Based Movie Recommendations: How Far Can We Take This? - Shlomo Berkovsky (EMPIRE@RecSys, 2015)

Applying Differential Privacy to Matrix Factorization. - Arnaud Berlioz; Arik Friedman; Mohamed Ali Kâafar; Roksana Boreli; Shlomo Berkovsky (RecSys, 2015)

Interaction Design in a Mobile Food Recommender System. - Mehdi Elahi; Mouzhi Ge; Francesco Ricci 001; Ignacio Fernández-Tobías; Shlomo Berkovsky; David Massimo (IntRS@RecSys, 2015)

Data Quality Matters in Recommender Systems. - Oren Sar Shalom; Shlomo Berkovsky; Royi Ronen; Elad Ziklik; Amihood Amir (RecSys, 2015)

Exploring the Jenolan Caves: bringing the physical world to 3D online education. - Matt Adcock; Stuart Anderson; Shlomo Berkovsky; Paul Flick; Dennis Frousheger; Brett Grandbois; Chris Gunn; David Haddon; Jane Li; Thomas Lowe; Benjamin Mackey; Frederick Pauling; et al. (Web3D, 2015)

Personalized Social Network Activity Feeds for Increased Interaction and Content Contribution. - Shlomo Berkovsky; Jill Freyne (Frontiers Robotics AI, 2015)

Cross-Domain Recommender Systems. - Iván Cantador; Ignacio Fernández-Tobías; Shlomo Berkovsky; Paolo Cremonesi (Recommender Systems Handbook, 2015)

Privacy Aspects of Recommender Systems. - Arik Friedman; Bart P. Knijnenburg; Kris Vanhecke; Luc Martens; Shlomo Berkovsky (Recommender Systems Handbook, 2015)

Discovering Temporal Purchase Patterns with Different Responses to Promotions. - Ling Luo 002; Bin Li 015; Irena Koprinska; Shlomo Berkovsky; Fang Chen 001 (CIKM, 2016)

Promoting UV Exposure Awareness with Persuasive, Wearable Technologies. - M. Sazzad Hussain; Liam Cripwell; Shlomo Berkovsky; Jill Freyne (HIC, 2016)

Who Will Be Affected by Supermarket Health Programs? Tracking Customer Behavior Changes via Preference Modeling. - Ling Luo 002; Bin Li 015; Shlomo Berkovsky; Irena Koprinska; Fang Chen 001 (PAKDD (1), 2016)

Adaptivity and Personalization in Persuasive Technologies. - Shlomo Berkovsky; Maurits Kaptein; Massimo Zancanaro (PPT@PERSUASIVE, 2016)

Trust and Reliance Based on System Accuracy. - Kun Yu 001; Shlomo Berkovsky; Dan Conway; Ronnie Taib; Jianlong Zhou; Fang Chen 001 (UMAP, 2016)

Minimal Interaction Content Discovery in Recommender Systems. - Branislav Kveton; Shlomo Berkovsky (ACM Trans. Interact. Intell. Syst., 2016)

A differential privacy framework for matrix factorization recommender systems. - Arik Friedman; Shlomo Berkovsky; Mohamed Ali Kâafar (User Model. User Adapt. Interact., 2016)

Indexing Cognitive Load using Blood Volume Pulse Features. - Jianlong Zhou; Syed Z. Arshad; Simon Luo; Kun Yu 001; Shlomo Berkovsky; Fang Chen 001 (CHI Extended Abstracts, 2017)

Phish Phinder: A Game Design Approach to Enhance User Confidence in Mitigating Phishing Attacks. - Gaurav Misra; Nalin Asanka Gamagedara Arachchilage; Shlomo Berkovsky (HAISA, 2017)

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 (HIC, 2017)

Tracking the Evolution of Customer Purchase Behavior Segmentation via a Fragmentation-Coagulation Process. - Ling Luo 002; Bin Li 015; Irena Koprinska; Shlomo Berkovsky; Fang Chen 001 (IJCAI, 2017)

How to Recommend?: User Trust Factors in Movie Recommender Systems. - Shlomo Berkovsky; Ronnie Taib; Dan Conway (IUI, 2017)

User Trust Dynamics: An Investigation Driven by Differences in System Performance. - Kun Yu 001; Shlomo Berkovsky; Ronnie Taib; Dan Conway; Jianlong Zhou; Fang Chen 001 (IUI, 2017)

Do Users Matter? The Contribution of User-Driven Feature Weights to Open Dataset Recommendations. - Anusuriya Devaraju; Shlomo Berkovsky (RecSys Posters, 2017)

Privacy for Recommender Systems: Tutorial Abstract. - Bart P. Knijnenburg; Shlomo Berkovsky (RecSys, 2017)

A Qualitative Investigation of Bank Employee Experiences of Information Security and Phishing. - Dan Conway; Ronnie Taib; Mitch Harris; Kun Yu 001; Shlomo Berkovsky; Fang Chen 001 (SOUPS, 2017)

Get to the Bottom: Causal Analysis for User Modeling. - Shi Zong; Branislav Kveton; Shlomo Berkovsky; Azin Ashkan; Zheng Wen 002 (UMAP, 2017)

Online Engagement for a Healthier You: A Case Study of Web-based Supermarket Health Program. - Ling Luo 002; Bin Li 015; Shlomo Berkovsky; Irena Koprinska; Fang Chen 001 (WWW (Companion Volume), 2017)

Does Weather Matter?: Causal Analysis of TV Logs. - Shi Zong; Branislav Kveton; Shlomo Berkovsky; Azin Ashkan; Nikos Vlassis; Zheng Wen 002 (WWW (Companion Volume), 2017)

Graph Based Recommendations: From Data Representation to Feature Extraction and Application. - Amit Tiroshi; Tsvi Kuflik; Shlomo Berkovsky; Mohamed Ali Kâafar (CoRR, 2017)

Push Notifications in Diet Apps: Influencing Engagement Times and Tasks. - Jill Freyne; Jie Yin 001; Emily Brindal; Gilly Hendrie; Shlomo Berkovsky; Manny Noakes (Int. J. Hum. Comput. Interact., 2017)

A Cross-Cultural Analysis of Trust in Recommender Systems. - Shlomo Berkovsky; Ronnie Taib; Yoshinori Hijikata; Pavel Braslavski 001; Bart P. Knijnenburg (UMAP, 2018)

A Hybrid Recommendation Approach for Open Research Datasets. - Anusuriya Devaraju; Shlomo Berkovsky (UMAP, 2018)

Do I Trust a Machine? Differences in User Trust Based on System Performance. - Kun Yu 001; Shlomo Berkovsky; Dan Conway; Ronnie Taib; Jianlong Zhou; Fang Chen 001 (Human and Machine Learning, 2018)

Detecting Personality Traits Using Eye-Tracking Data. - Shlomo Berkovsky; Ronnie Taib; Irena Koprinska; Eileen Wang; Yucheng Zeng; Jingjie Li; Sabina Kleitman (CHI, 2019)

Social Engineering and Organisational Dependencies in Phishing Attacks. - Ronnie Taib; Kun Yu 001; Shlomo Berkovsky; Mark W. Wiggins; Piers Bayl-Smith (INTERACT (1), 2019)

Do I trust my machine teammate?: an investigation from perception to decision. - Kun Yu 001; Shlomo Berkovsky; Ronnie Taib; Jianlong Zhou; Fang Chen 001 (IUI, 2019)

Challenges of developing a digital scribe to reduce clinical documentation burden. - Juan C. Quiroz; Liliana Laranjo; Ahmet Baki Kocaballi; Shlomo Berkovsky; Dana Rezazadegan; Enrico W. Coiera (npj Digit. Medicine, 2019)

Visualizing Program Genres' Temporal-Based Similarity in Linear TV Recommendations. - Veronika Bogina; Julia Sheidin; Tsvi Kuflik; Shlomo Berkovsky (AVI, 2020)

Revisiting Habitability in Conversational Systems. - Ahmet Baki Kocaballi; Enrico W. Coiera; Shlomo Berkovsky (CHI Extended Abstracts, 2020)

Epileptic Seizure Detection Using Multi-Channel EEG Wavelet Power Spectra and 1-D Convolutional Neural Networks. - Roneel V. Sharan; Shlomo Berkovsky (EMBC, 2020)

Voice Command Recognition Using Biologically Inspired Time-Frequency Representation and Convolutional Neural Networks. - Roneel V. Sharan; Shlomo Berkovsky; Sidong Liu (EMBC, 2020)

Detecting Personality Traits Using Inter-Hemispheric Asynchrony of the Brainwaves. - Roneel V. Sharan; Shlomo Berkovsky; Ronnie Taib; Irena Koprinska; Jingjie Li (EMBC, 2020)

ECG-Derived Heart Rate Variability Interpolation and 1-D Convolutional Neural Networks for Detecting Sleep Apnea. - Roneel V. Sharan; Shlomo Berkovsky; Hao Xiong 001; Enrico W. Coiera (EMBC, 2020)

Robust Vision-Based Workout Analysis Using Diversified Deep Latent Variable Model. - Hao Xiong 001; Shlomo Berkovsky; Roneel V. Sharan; Sidong Liu; Enrico W. Coiera (EMBC, 2020)

Keynote Abstract: Health Personalisation: From Wellbeing to Medicine. - Shlomo Berkovsky (HealthRecSys@RecSys, 2020)

Jointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation. - Shoujin Wang; Longbing Cao; Liang Hu 004; Shlomo Berkovsky; Xiaoshui Huang; Lin Xiao 002; Wenpeng Lu (CoRR, 2020)

Automatic Speech Summarisation: A Scoping Review. - Dana Rezazadegan; Shlomo Berkovsky; Juan C. Quiroz; Ahmet Baki Kocaballi; Ying Wang 003; Liliana Laranjo; Enrico W. Coiera (CoRR, 2020)

Identifying relevant information in medical conversations to summarize a clinician-patient encounter. - Juan C. Quiroz; Liliana Laranjo; Ahmet Baki Kocaballi; Agustina Briatore; Shlomo Berkovsky; Dana Rezazadegan; Enrico W. Coiera (Health Informatics J., 2020)

Modeling humans via physiological and behavioral signals. - Ronnie Taib; Shlomo Berkovsky (Interactions, 2020)

Envisioning an artificial intelligence documentation assistant for future primary care consultations: A co-design study with general practitioners. - Ahmet Baki Kocaballi; Kiran Ijaz; Liliana Laranjo; Juan C. Quiroz; Dana Rezazadegan; Huong Ly Tong; Simon Willcock; Shlomo Berkovsky; Enrico W. Coiera (J. Am. Medical Informatics Assoc., 2020)

Personality Sensing: Detection of Personality Traits Using Physiological Responses to Image and Video Stimuli. - Ronnie Taib; Shlomo Berkovsky; Irena Koprinska; Eileen Wang; Yucheng Zeng; Jingjie Li (ACM Trans. Interact. Intell. Syst., 2020)

Research directions in session-based and sequential recommendation. - Dietmar Jannach; Bamshad Mobasher; Shlomo Berkovsky (User Model. User Adapt. Interact., 2020)

Texture Enhanced Generative Adversarial Network For Stain Normalisation In Histopathology Images. - Cong Cong; Sidong Liu; Antonio Di Ieva; Maurice Pagnucco; Shlomo Berkovsky; Yang Song 001 (ISBI, 2021)

Semi-supervised Adversarial Learning for Stain Normalisation in Histopathology Images. - Cong Cong; Sidong Liu; Antonio Di Ieva; Maurice Pagnucco; Shlomo Berkovsky; Yang Song 001 (MICCAI (8), 2021)

Empirical Security and Privacy Analysis of Mobile Symptom Checking Apps on Google Play. - I Wayan Budi Sentana; Muhammad Ikram 001; Mohamed Ali Kâafar; Shlomo Berkovsky (SECRYPT, 2021)

Detecting pertussis in the pediatric population using respiratory sound events and CNN. - Roneel V. Sharan; Shlomo Berkovsky; David Fraile Navarro; Hao Xiong 001; Adam Jaffe (Biomed. Signal Process. Control., 2021)

Empirical Security and Privacy Analysis of Mobile Symptom Checking Applications on Google Play. - I Wayan Budi Sentana; Muhammad Ikram 001; Mohamed Ali Kâafar; Shlomo Berkovsky (CoRR, 2021)

Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction Dependencies for Next-Item Recommendation. - Shoujin Wang; Longbing Cao; Liang Hu 004; Shlomo Berkovsky; Xiaoshui Huang; Lin Xiao 002; Wenpeng Lu (IEEE Intell. Syst., 2021)

Empirical analysis of Zipf's law, power law, and lognormal distributions in medical discharge reports. - Juan C. Quiroz; Liliana Laranjo; Catalin Tufanaru; Ahmet Baki Kocaballi; Dana Rezazadegan; Shlomo Berkovsky; Enrico W. Coiera (Int. J. Medical Informatics, 2021)

A diversified shared latent variable model for efficient image characteristics extraction and modelling. - Hao Xiong 001; Yuan Yan Tang; Fionn Murtagh; Leszek Rutkowski; Shlomo Berkovsky (Neurocomputing, 2021)

Severity Assessment and Progression Prediction of COVID-19 Patients Based on the LesionEncoder Framework and Chest CT. - You-Zhen Feng; Sidong Liu; Zhong-Yuan Cheng; Juan C. Quiroz; Dana Rezazadegan; Ping-Kang Chen; Qi-Ting Lin; Long Qian; Xiao-Fang Liu; Shlomo Berkovsky; Enrico W. Coiera; Lei Song; et al. (Inf., 2021)

Analyzing security issues of android mobile health and medical applications. - Gioacchino Tangari; Muhammad Ikram 001; I Wayan Budi Sentana; Kiran Ijaz; Mohamed Ali Kâafar; Shlomo Berkovsky (J. Am. Medical Informatics Assoc., 2021)

Prediction of anxiety disorders using a feature ensemble based bayesian neural network. - Hao Xiong 001; Shlomo Berkovsky; Mia Romano; Roneel V. Sharan; Sidong Liu; Enrico W. Coiera; Lauren F. McLellan (J. Biomed. Informatics, 2021)

Benchmarking Audio Signal Representation Techniques for Classification with Convolutional Neural Networks. - Roneel V. Sharan; Hao Xiong 001; Shlomo Berkovsky (Sensors, 2021)

Health personalisation: from wellbeing to medicine. - Shlomo Berkovsky; Enrico W. Coiera (SIGWEB Newsl., 2021)

Tracking and Personalization. - Rahat Masood; Shlomo Berkovsky; Mohamed Ali Kâafar (Modern Socio-Technical Perspectives on Privacy, 2022)

Healthcare Privacy. - Vivian Genaro Motti; Shlomo Berkovsky (Modern Socio-Technical Perspectives on Privacy, 2022)

Detecting Cough Recordings in Crowdsourced Data Using CNN-RNN. - Roneel V. Sharan; Hao Xiong 001; Shlomo Berkovsky (BHI, 2022)

Adaptive Unified Contrastive Learning for Imbalanced Classification. - Cong Cong; Yixing Yang; Sidong Liu; Maurice Pagnucco; Antonio Di Ieva; Shlomo Berkovsky; Yang Song 001 (MLMI@MICCAI, 2022)

Few-shot fine-tuning SOTA summarization models for medical dialogues. - David Fraile Navarro; Mark Dras; Shlomo Berkovsky (NAACL-HLT (Student Research Workshop), 2022)

Weak label based Bayesian U-Net for optic disc segmentation in fundus images. - Hao Xiong 001; Sidong Liu; Roneel V. Sharan; Enrico W. Coiera; Shlomo Berkovsky (Artif. Intell. Medicine, 2022)

Symbolic and Statistical Learning Approaches to Speech Summarization: A Scoping Review. - Dana Rezazadegan; Shlomo Berkovsky; Juan C. Quiroz; Ahmet Baki Kocaballi; Ying Wang 003; Liliana Laranjo; Enrico W. Coiera (Comput. Speech Lang., 2022)

Identifying daily activities of patient work for type 2 diabetes and co-morbidities: a deep learning and wearable camera approach. - Hao Xiong 001; Hoai Nam Phan; Kathleen Yin; Shlomo Berkovsky; Joshua Jung; Annie Y. S. Lau (J. Am. Medical Informatics Assoc., 2022)

Colour adaptive generative networks for stain normalisation of histopathology images. - Cong Cong; Sidong Liu; Antonio Di Ieva; Maurice Pagnucco; Shlomo Berkovsky; Yang Song 001 (Medical Image Anal., 2022)

Design Considerations for Immersive Virtual Reality Applications for Older Adults: A Scoping Review. - Kiran Ijaz; Tram Thi Minh Tran; Ahmet Baki Kocaballi; Rafael A. Calvo; Shlomo Berkovsky; Naseem Ahmadpour (Multimodal Technol. Interact., 2022)

Design and Evaluation of Cross-Domain Recommender Systems. - Maurizio Ferrari Dacrema; Iván Cantador; Ignacio Fernández-Tobías; Shlomo Berkovsky; Paolo Cremonesi (Recommender Systems Handbook, 2022)

Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification. - Soham Rohit Chitnis; Sidong Liu; Tirtharaj Dash; Tanmay Tulsidas Verlekar; Antonio Di Ieva; Shlomo Berkovsky; Lovekesh Vig; Ashwin Srinivasan 001 (EMBC, 2023)

Denoising Cough Sound Recordings Using Neural Networks. - Laya Jose; Shlomo Berkovsky; Hao Xiong 001; Cecilia Mascolo; Roneel V. Sharan (EMBC, 2023)

How Well Do AI-Enabled Decision Support Systems Perform in Clinical Settings? - Anindya Pradipta Susanto; David Lyell; Bambang Widyantoro; Shlomo Berkovsky; Farah Magrabi (MedInfo, 2023)

Domain-Specific Pretraining Improves Confidence in Whole Slide Image Classification. - Soham Rohit Chitnis; Sidong Liu; Tirtharaj Dash; Tanmay Tulsidas Verlekar; Antonio Di Ieva; Shlomo Berkovsky; Lovekesh Vig; Ashwin Srinivasan 001 (CoRR, 2023)

DDoD: Dual Denial of Decision Attacks on Human-AI Teams. - Benjamin Tag; Niels van Berkel; Sunny Verma; Benjamin Zi Hao Zhao; Shlomo Berkovsky; Dali Kaafar; Vassilis Kostakos; Olga Ohrimenko (IEEE Pervasive Comput., 2023)

Eye-tracking-based personality prediction with recommendation interfaces. - Li Chen 009; Wanling Cai; Dongning Yan; Shlomo Berkovsky (User Model. User Adapt. Interact., 2023)

Collaboration, not Confrontation: Understanding General Practitioners' Attitudes Towards Natural Language and Text Automation in Clinical Practice. - David Fraile Navarro; Ahmet Baki Kocaballi; Mark Dras; Shlomo Berkovsky (ACM Trans. Comput. Hum. Interact., 2023)

Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review. - David Fraile Navarro; Kiran Ijaz; Dana Rezazadegan; Hania Rahimi-Ardabili; Mark Dras; Enrico W. Coiera; Shlomo Berkovsky (Int. J. Medical Informatics, 2023)

2022 TiiS Best Paper Announcement. - Michelle Zhou 001; Shlomo Berkovsky (ACM Trans. Interact. Intell. Syst., 2023)

Effects of machine learning-based clinical decision support systems on decision-making, care delivery, and patient outcomes: a scoping review. - Anindya Pradipta Susanto; David Lyell; Bambang Widyantoro; Shlomo Berkovsky; Farah Magrabi (J. Am. Medical Informatics Assoc., 2023)

Deep Fusion of Shifted MLP and CNN for Medical Image Segmentation. - Chengyu Yuan; Hao Xiong 001; Guoqing Shangguan; Hualei Shen; Dong Liu; Haojie Zhang; Zhonghua Liu; Kun Qian 003; Bin Hu 001; Björn W. Schuller; Yoshiharu Yamamoto; Shlomo Berkovsky (ICASSP, 2024)

Fast Online Adaptation of Visual SLAM via Variational Information Transfer and Preservation. - Sangni Xu; Hao Xiong 001; Qiuxia Wu; Zhihui Wang; Shlomo Berkovsky; Zhiyong Wang 001 (MMAsia, 2024)

Proponents as the Means to Increase the Uptake of Recommendations. - Rikako Matsushima; Yoshinori Hijikata; Shlomo Berkovsky (UMAP, 2024)

Adaptive unified contrastive learning with graph-based feature aggregator for imbalanced medical image classification. - Cong Cong; Sidong Liu; Priyanka Rana; Maurice Pagnucco; Antonio Di Ieva; Shlomo Berkovsky; Yang Song 001 (Expert Syst. Appl., 2024)

Emerging Applications and Translational Challenges for AI in Healthcare. - Sidong Liu; Cristian Castillo-Olea; Shlomo Berkovsky (Inf., 2024)

2023 TiiS Best Paper announcement. - Shlomo Berkovsky (ACM Trans. Interact. Intell. Syst., 2024)

Stain Imputation in Multiplex Immunofluorescence Imaging (SIMIF) Based on Random Channel-Wise Masking. - Xingnan Li; Priyanka Rana; Tuba N. Gide; Nurudeen A Adegoke; Yizhe Mao; Georgina V. Long; Richard A. Scolyer; Shlomo Berkovsky; Enrico W. Coiera; James S. Wilmott; Sidong Liu (ISBI, 2025)

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 (PERSUASIVE, 2025)

Uncertainty-guided attention learning for malaria parasite detection in thick blood smears. - Hao Xiong 001; Zhiyong Wang 001; Roneel V. Sharan; Shlomo Berkovsky (Neural Networks, 2025)

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 (CoRR, 2025)

Understanding User Preferences for Interaction Styles in Conversational Recommender Systems: The Predictive Role of System Qualities, User Experience, and Traits. - Raj Mahmud; Shlomo Berkovsky; Mukesh Prasad; Ahmet Baki Kocaballi (CoRR, 2025)

Understanding Clinician Perceptions of GenAI: A Mixed Methods Analysis of Clinical Documentation Tasks. - David Fraile Navarro; Ahmet Baki Kocaballi; Shlomo Berkovsky (J. Medical Syst., 2025)