Shlomo Berkovsky

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 81

Top Venues

Publications

Chengyu Yuan, Hao Xiong, Guoqing Shangguan, Hualei Shen, Dong Liu, Haojie Zhang, Zhonghua Liu, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto, Shlomo Berkovsky
Deep Fusion of Shifted MLP and CNN for Medical Image Segmentation. ICASSP (2024)
Sidong Liu, Cristian Castillo-Olea, Shlomo Berkovsky
Emerging Applications and Translational Challenges for AI in Healthcare. Inf. 15 (2) (2024)
Rikako Matsushima, Yoshinori Hijikata, Shlomo Berkovsky
Proponents as the Means to Increase the Uptake of Recommendations. UMAP (2024)
Cong Cong, Sidong Liu, Priyanka Rana, Maurice Pagnucco, Antonio Di Ieva, Shlomo Berkovsky, Yang Song
Adaptive unified contrastive learning with graph-based feature aggregator for imbalanced medical image classification. Expert Syst. Appl. 251 (2024)
Soham Rohit Chitnis, Sidong Liu, Tirtharaj Dash, Tanmay Tulsidas Verlekar, Antonio Di Ieva, Shlomo Berkovsky, Lovekesh Vig, Ashwin Srinivasan
Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification. EMBC (2023)
David Fraile Navarro, Kiran Ijaz, Dana Rezazadegan, Hania Rahimi-Ardabili, Mark Dras, Enrico W. Coiera, Shlomo Berkovsky
Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review. Int. J. Medical Informatics 177 (2023)
Benjamin Tag, Niels van Berkel, Sunny Verma, Benjamin Zi Hao Zhao, Shlomo Berkovsky, Dali Kaafar, Vassilis Kostakos, Olga Ohrimenko
DDoD: Dual Denial of Decision Attacks on Human-AI Teams. IEEE Pervasive Comput. 22 (1) (2023)
Anindya Pradipta Susanto, David Lyell, Bambang Widyantoro, Shlomo Berkovsky, Farah Magrabi
How Well Do AI-Enabled Decision Support Systems Perform in Clinical Settings? MedInfo (2023)
Li Chen, Wanling Cai, Dongning Yan, Shlomo Berkovsky
Eye-tracking-based personality prediction with recommendation interfaces. User Model. User Adapt. Interact. 33 (1) (2023)
Michelle Zhou, Shlomo Berkovsky
2022 TiiS Best Paper Announcement. ACM Trans. Interact. Intell. Syst. 13 (3) (2023)
Laya Jose, Shlomo Berkovsky, Hao Xiong, Cecilia Mascolo, Roneel V. Sharan
Denoising Cough Sound Recordings Using Neural Networks. EMBC (2023)
Soham Rohit Chitnis, Sidong Liu, Tirtharaj Dash, Tanmay Tulsidas Verlekar, Antonio Di Ieva, Shlomo Berkovsky, Lovekesh Vig, Ashwin Srinivasan
Domain-Specific Pretraining Improves Confidence in Whole Slide Image Classification. CoRR (2023)
Anindya Pradipta Susanto, David Lyell, Bambang Widyantoro, Shlomo Berkovsky, Farah Magrabi
Effects of machine learning-based clinical decision support systems on decision-making, care delivery, and patient outcomes: a scoping review. J. Am. Medical Informatics Assoc. 30 (12) (2023)
David Fraile Navarro, Ahmet Baki Kocaballi, Mark Dras, Shlomo Berkovsky
Collaboration, not Confrontation: Understanding General Practitioners' Attitudes Towards Natural Language and Text Automation in Clinical Practice. ACM Trans. Comput. Hum. Interact. 30 (2) (2023)
Hao Xiong, Sidong Liu, Roneel V. Sharan, Enrico W. Coiera, Shlomo Berkovsky
Weak label based Bayesian U-Net for optic disc segmentation in fundus images. Artif. Intell. Medicine 126 (2022)
Dana Rezazadegan, Shlomo Berkovsky, Juan C. Quiroz, Ahmet Baki Kocaballi, Ying Wang, Liliana Laranjo, Enrico W. Coiera
Symbolic and Statistical Learning Approaches to Speech Summarization: A Scoping Review. Comput. Speech Lang. 72 (2022)
Hao Xiong, Hoai Nam Phan, Kathleen Yin, Shlomo Berkovsky, Joshua Jung, Annie Y. S. Lau
Identifying daily activities of patient work for type 2 diabetes and co-morbidities: a deep learning and wearable camera approach. J. Am. Medical Informatics Assoc. 29 (8) (2022)
Cong Cong, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Shlomo Berkovsky, Yang Song
Colour adaptive generative networks for stain normalisation of histopathology images. Medical Image Anal. 82 (2022)
David Fraile Navarro, Mark Dras, Shlomo Berkovsky
Few-shot fine-tuning SOTA summarization models for medical dialogues. NAACL-HLT (Student Research Workshop) (2022)
Kiran Ijaz, Tram Thi Minh Tran, Ahmet Baki Kocaballi, Rafael A. Calvo, Shlomo Berkovsky, Naseem Ahmadpour
Design Considerations for Immersive Virtual Reality Applications for Older Adults: A Scoping Review. Multimodal Technol. Interact. 6 (7) (2022)
Benjamin Tag, Niels van Berkel, Sunny Verma, Benjamin Zi Hao Zhao, Shlomo Berkovsky, Dali Kaafar, Vassilis Kostakos, Olga Ohrimenko
DDoD: Dual Denial of Decision Attacks on Human-AI Teams. CoRR (2022)
Roneel V. Sharan, Hao Xiong, Shlomo Berkovsky
Detecting Cough Recordings in Crowdsourced Data Using CNN-RNN. BHI (2022)
Cong Cong, Yixing Yang, Sidong Liu, Maurice Pagnucco, Antonio Di Ieva, Shlomo Berkovsky, Yang Song
Adaptive Unified Contrastive Learning for Imbalanced Classification. MLMI@MICCAI (2022)
Shlomo Berkovsky, Enrico W. Coiera
Health personalisation: from wellbeing to medicine. SIGWEB Newsl. 2021 (Summer) (2021)
I Wayan Budi Sentana, Muhammad Ikram, Mohamed Ali Kâafar, Shlomo Berkovsky
Empirical Security and Privacy Analysis of Mobile Symptom Checking Apps on Google Play. SECRYPT (2021)
Roneel V. Sharan, Shlomo Berkovsky, David Fraile Navarro, Hao Xiong, Adam Jaffe
Detecting pertussis in the pediatric population using respiratory sound events and CNN. Biomed. Signal Process. Control. 68 (2021)
Roneel V. Sharan, Hao Xiong, Shlomo Berkovsky
Benchmarking Audio Signal Representation Techniques for Classification with Convolutional Neural Networks. Sensors 21 (10) (2021)
Gioacchino Tangari, Muhammad Ikram, I Wayan Budi Sentana, Kiran Ijaz, Mohamed Ali Kâafar, Shlomo Berkovsky
Analyzing security issues of android mobile health and medical applications. J. Am. Medical Informatics Assoc. 28 (10) (2021)
Juan C. Quiroz, Liliana Laranjo, Catalin Tufanaru, Ahmet Baki Kocaballi, Dana Rezazadegan, Shlomo Berkovsky, Enrico W. Coiera
Empirical analysis of Zipf's law, power law, and lognormal distributions in medical discharge reports. Int. J. Medical Informatics 145 (2021)
Cong Cong, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Shlomo Berkovsky, Yang Song
Texture Enhanced Generative Adversarial Network For Stain Normalisation In Histopathology Images. ISBI (2021)
Hao Xiong, Yuan Yan Tang, Fionn Murtagh, Leszek Rutkowski, Shlomo Berkovsky
A diversified shared latent variable model for efficient image characteristics extraction and modelling. Neurocomputing 421 (2021)
I Wayan Budi Sentana, Muhammad Ikram, Mohamed Ali Kâafar, Shlomo Berkovsky
Empirical Security and Privacy Analysis of Mobile Symptom Checking Applications on Google Play. CoRR (2021)
Hao Xiong, Shlomo Berkovsky, Mia Romano, Roneel V. Sharan, Sidong Liu, Enrico W. Coiera, Lauren F. McLellan
Prediction of anxiety disorders using a feature ensemble based bayesian neural network. J. Biomed. Informatics 123 (2021)
Cong Cong, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Shlomo Berkovsky, Yang Song
Semi-supervised Adversarial Learning for Stain Normalisation in Histopathology Images. MICCAI (8) (2021)
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, Xiao-Ming Qiu, Xiang-Ran Cai
Severity Assessment and Progression Prediction of COVID-19 Patients Based on the LesionEncoder Framework and Chest CT. Inf. 12 (11) (2021)
Shoujin Wang, Longbing Cao, Liang Hu, Shlomo Berkovsky, Xiaoshui Huang, Lin Xiao, Wenpeng Lu
Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction Dependencies for Next-Item Recommendation. IEEE Intell. Syst. 36 (4) (2021)
Juan C. Quiroz, Liliana Laranjo, Ahmet Baki Kocaballi, Agustina Briatore, Shlomo Berkovsky, Dana Rezazadegan, Enrico W. Coiera
Identifying relevant information in medical conversations to summarize a clinician-patient encounter. Health Informatics J. 26 (4) (2020)
Veronika Bogina, Julia Sheidin, Tsvi Kuflik, Shlomo Berkovsky
Visualizing Program Genres' Temporal-Based Similarity in Linear TV Recommendations. AVI (2020)
Roneel V. Sharan, Shlomo Berkovsky, Ronnie Taib, Irena Koprinska, Jingjie Li
Detecting Personality Traits Using Inter-Hemispheric Asynchrony of the Brainwaves. EMBC (2020)
Juan C. Quiroz, Liliana Laranjo, Catalin Tufanaru, Ahmet Baki Kocaballi, Dana Rezazadegan, Shlomo Berkovsky, Enrico W. Coiera
Empirical Analysis of Zipf's Law, Power Law, and Lognormal Distributions in Medical Discharge Reports. CoRR (2020)
Roneel V. Sharan, Shlomo Berkovsky
Epileptic Seizure Detection Using Multi-Channel EEG Wavelet Power Spectra and 1-D Convolutional Neural Networks. EMBC (2020)
Roneel V. Sharan, Shlomo Berkovsky, Sidong Liu
Voice Command Recognition Using Biologically Inspired Time-Frequency Representation and Convolutional Neural Networks. EMBC (2020)
Ronnie Taib, Shlomo Berkovsky, Irena Koprinska, Eileen Wang, Yucheng Zeng, Jingjie Li
Personality Sensing: Detection of Personality Traits Using Physiological Responses to Image and Video Stimuli. ACM Trans. Interact. Intell. Syst. 10 (3) (2020)
Shlomo Berkovsky
Keynote Abstract: Health Personalisation: From Wellbeing to Medicine. HealthRecSys@RecSys (2020)
Ronnie Taib, Shlomo Berkovsky
Modeling humans via physiological and behavioral signals. Interactions 27 (3) (2020)
Dana Rezazadegan, Shlomo Berkovsky, Juan C. Quiroz, Ahmet Baki Kocaballi, Ying Wang, Liliana Laranjo, Enrico W. Coiera
Automatic Speech Summarisation: A Scoping Review. CoRR (2020)
Dietmar Jannach, Bamshad Mobasher, Shlomo Berkovsky
Research directions in session-based and sequential recommendation. User Model. User Adapt. Interact. 30 (4) (2020)
Hao Xiong, Shlomo Berkovsky, Roneel V. Sharan, Sidong Liu, Enrico W. Coiera
Robust Vision-Based Workout Analysis Using Diversified Deep Latent Variable Model. EMBC (2020)
Ahmet Baki Kocaballi, Enrico W. Coiera, Shlomo Berkovsky
Revisiting Habitability in Conversational Systems. CHI Extended Abstracts (2020)
Shoujin Wang, Longbing Cao, Liang Hu, Shlomo Berkovsky, Xiaoshui Huang, Lin Xiao, Wenpeng Lu
Jointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation. CoRR (2020)
Roneel V. Sharan, Shlomo Berkovsky, Hao Xiong, Enrico W. Coiera
ECG-Derived Heart Rate Variability Interpolation and 1-D Convolutional Neural Networks for Detecting Sleep Apnea. EMBC (2020)
Ahmet Baki Kocaballi, Kiran Ijaz, Liliana Laranjo, Juan C. Quiroz, Dana Rezazadegan, Huong Ly Tong, Simon Willcock, Shlomo Berkovsky, Enrico W. Coiera
Envisioning an artificial intelligence documentation assistant for future primary care consultations: A co-design study with general practitioners. J. Am. Medical Informatics Assoc. 27 (11) (2020)
Shlomo Berkovsky, Ronnie Taib, Irena Koprinska, Eileen Wang, Yucheng Zeng, Jingjie Li, Sabina Kleitman
Detecting Personality Traits Using Eye-Tracking Data. CHI (2019)
Kun Yu, Shlomo Berkovsky, Ronnie Taib, Jianlong Zhou, Fang Chen
Do I trust my machine teammate?: an investigation from perception to decision. IUI (2019)
Juan C. Quiroz, Liliana Laranjo, Ahmet Baki Kocaballi, Shlomo Berkovsky, Dana Rezazadegan, Enrico W. Coiera
Challenges of developing a digital scribe to reduce clinical documentation burden. npj Digit. Medicine 2 (2019)
Ronnie Taib, Kun Yu, Shlomo Berkovsky, Mark W. Wiggins, Piers Bayl-Smith
Social Engineering and Organisational Dependencies in Phishing Attacks. INTERACT (1) (2019)
Anusuriya Devaraju, Shlomo Berkovsky
A Hybrid Recommendation Approach for Open Research Datasets. UMAP (2018)
Shlomo Berkovsky, Ronnie Taib, Yoshinori Hijikata, Pavel Braslavski, Bart P. Knijnenburg
A Cross-Cultural Analysis of Trust in Recommender Systems. UMAP (2018)
Ling Luo, Bin Li, Shlomo Berkovsky, Irena Koprinska, Fang Chen
Online Engagement for a Healthier You: A Case Study of Web-based Supermarket Health Program. WWW (Companion Volume) (2017)
Dan Conway, Ronnie Taib, Mitch Harris, Kun Yu, Shlomo Berkovsky, Fang Chen
A Qualitative Investigation of Bank Employee Experiences of Information Security and Phishing. SOUPS (2017)
Shi Zong, Branislav Kveton, Shlomo Berkovsky, Azin Ashkan, Nikos Vlassis, Zheng Wen
Does Weather Matter? Causal Analysis of TV Logs. CoRR (2017)
Gaurav Misra, Nalin Asanka Gamagedara Arachchilage, Shlomo Berkovsky
Phish Phinder: A Game Design Approach to Enhance User Confidence in Mitigating Phishing Attacks. HAISA (2017)
Shi Zong, Branislav Kveton, Shlomo Berkovsky, Azin Ashkan, Zheng Wen
Get to the Bottom: Causal Analysis for User Modeling. UMAP (2017)
Gaurav Misra, Nalin Asanka Gamagedara Arachchilage, Shlomo Berkovsky
Phish Phinder: A Game Design Approach to Enhance User Confidence in Mitigating Phishing Attacks. CoRR (2017)
Shi Zong, Branislav Kveton, Shlomo Berkovsky, Azin Ashkan, Nikos Vlassis, Zheng Wen
Does Weather Matter?: Causal Analysis of TV Logs. WWW (Companion Volume) (2017)
Dana Bradford, Shlomo Berkovsky, Melissa Martyn, Tim Bakkar, Martin Krahnert, Michelle Rodriguez, Denis Bauer, Derek Ireland, Clara Gaff
Interacting with Genomic Data: Clinician Requirements and Prototype Structure. HIC (2017)
Bart P. Knijnenburg, Shlomo Berkovsky
Privacy for Recommender Systems: Tutorial Abstract. RecSys (2017)
Ling Luo, Bin Li, Irena Koprinska, Shlomo Berkovsky, Fang Chen
Tracking the Evolution of Customer Purchase Behavior Segmentation via a Fragmentation-Coagulation Process. IJCAI (2017)
Shlomo Berkovsky, Ronnie Taib, Dan Conway
How to Recommend?: User Trust Factors in Movie Recommender Systems. IUI (2017)
Jill Freyne, Jie Yin, Emily Brindal, Gilly Hendrie, Shlomo Berkovsky, Manny Noakes
Push Notifications in Diet Apps: Influencing Engagement Times and Tasks. Int. J. Hum. Comput. Interact. 33 (10) (2017)
Anusuriya Devaraju, Shlomo Berkovsky
Do Users Matter? The Contribution of User-Driven Feature Weights to Open Dataset Recommendations. RecSys Posters (2017)
Kun Yu, Shlomo Berkovsky, Ronnie Taib, Dan Conway, Jianlong Zhou, Fang Chen
User Trust Dynamics: An Investigation Driven by Differences in System Performance. IUI (2017)
Amit Tiroshi, Tsvi Kuflik, Shlomo Berkovsky, Mohamed Ali Kâafar
Graph Based Recommendations: From Data Representation to Feature Extraction and Application. CoRR (2017)
Jianlong Zhou, Syed Z. Arshad, Simon Luo, Kun Yu, Shlomo Berkovsky, Fang Chen
Indexing Cognitive Load using Blood Volume Pulse Features. CHI Extended Abstracts (2017)
Ling Luo, Bin Li, Irena Koprinska, Shlomo Berkovsky, Fang Chen
Discovering Temporal Purchase Patterns with Different Responses to Promotions. CIKM (2016)
Kun Yu, Shlomo Berkovsky, Dan Conway, Ronnie Taib, Jianlong Zhou, Fang Chen
Trust and Reliance Based on System Accuracy. UMAP (2016)
M. Sazzad Hussain, Liam Cripwell, Shlomo Berkovsky, Jill Freyne
Promoting UV Exposure Awareness with Persuasive, Wearable Technologies. HIC (2016)
Ling Luo, Bin Li, Shlomo Berkovsky, Irena Koprinska, Fang Chen
Who Will Be Affected by Supermarket Health Programs? Tracking Customer Behavior Changes via Preference Modeling. PAKDD (1) (2016)
Shlomo Berkovsky, Maurits Kaptein, Massimo Zancanaro
Adaptivity and Personalization in Persuasive Technologies. PPT@PERSUASIVE (2016)
Branislav Kveton, Shlomo Berkovsky
Minimal Interaction Content Discovery in Recommender Systems. ACM Trans. Interact. Intell. Syst. 6 (2) (2016)
Arik Friedman, Shlomo Berkovsky, Mohamed Ali Kâafar
A differential privacy framework for matrix factorization recommender systems. User Model. User Adapt. Interact. 26 (5) (2016)
Azin Ashkan, Branislav Kveton, Shlomo Berkovsky, Zheng Wen
Optimal Greedy Diversity for Recommendation. IJCAI (2015)
Shlomo Berkovsky
Emotion-Based Movie Recommendations: How Far Can We Take This? EMPIRE@RecSys (2015)
David Vallet, Shlomo Berkovsky, Sebastien Ardon, Anirban Mahanti, Mohamed Ali Kâafar
Characterizing and Predicting Viral-and-Popular Video Content. CIKM (2015)
Shlomo Berkovsky, Jill Freyne
Web Personalization and Recommender Systems. KDD (2015)
Mehdi Elahi, Mouzhi Ge, Francesco Ricci, Ignacio Fernández-Tobías, Shlomo Berkovsky, David Massimo
Interaction Design in a Mobile Food Recommender System. IntRS@RecSys (2015)
Branislav Kveton, Shlomo Berkovsky
Minimal Interaction Search in Recommender Systems. IUI (2015)
Oren Sar Shalom, Shlomo Berkovsky, Royi Ronen, Elad Ziklik, Amihood Amir
Data Quality Matters in Recommender Systems. RecSys (2015)
Matt Adcock, Stuart Anderson, Shlomo Berkovsky, Paul Flick, Dennis Frousheger, Brett Grandbois, Chris Gunn, David Haddon, Jane Li, Thomas Lowe, Benjamin Mackey, Frederick Pauling, Christian Richter, Kazys Stepanas, Fletcher Talbot, Gavin Walker, Belinda Ward, Luke Tomes, Sally Miles, Daniel Keogh, Ben Colenso, Hay Wie Lie, Dean Longmore, Jayden Hanly, Dave Canavan
Exploring the Jenolan Caves: bringing the physical world to 3D online education. Web3D (2015)
Kyrylo Medvediev, Guandong Xu, Shlomo Berkovsky, Yury Onikienko
An analysis of new visitors' website behaviour before & after TV advertising. BESC (2015)
Shlomo Berkovsky
Blending Users, Content, and Emotions for Movie Recommendations. ASM@ACM Multimedia (2015)
Shlomo Berkovsky, Jill Freyne
Personalized Social Network Activity Feeds for Increased Interaction and Content Contribution. Frontiers Robotics AI 2 (2015)
Arnaud Berlioz, Arik Friedman, Mohamed Ali Kâafar, Roksana Boreli, Shlomo Berkovsky
Applying Differential Privacy to Matrix Factorization. RecSys (2015)
Shlomo Berkovsky, Jill Freyne, Harri Oinas-Kukkonen
Influencing Individually: Fusing Personalization and Persuasion (Extended Abstract). IJCAI (2015)
Amit Tiroshi, Shlomo Berkovsky, Mohamed Ali Kâafar, David Vallet, Tsvi Kuflik
Graph-Based Recommendations: Make the Most Out of Social Data. UMAP (2014)
Azin Ashkan, Branislav Kveton, Shlomo Berkovsky, Zheng Wen
Diversified Utility Maximization for Recommendations. RecSys Posters (2014)
Azin Ashkan, Branislav Kveton, Shlomo Berkovsky, Zheng Wen
DUM: Diversity-Weighted Utility Maximization for Recommendations. CoRR (2014)
Amit Tiroshi, Shlomo Berkovsky, Mohamed Ali Kâafar, David Vallet, Terence Chen, Tsvi Kuflik
Improving business rating predictions using graph based features. IUI (2014)
Mehdi Elahi, Mouzhi Ge, Francesco Ricci, David Massimo, Shlomo Berkovsky
Interactive Food Recommendation for Groups. RecSys Posters (2014)
David Vallet, Arik Friedman, Shlomo Berkovsky
Matrix Factorization without User Data Retention. PAKDD (1) (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shlomo Berkovsky