Shlomo Berkovsky
Orcid: 0000-0003-2638-4121Affiliations:
- CSIRO
According to our database1,
Shlomo Berkovsky
authored at least 177 papers
between 2004 and 2024.
Collaborative distances:
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Bibliography
2024
ACM Trans. Interact. Intell. Syst., September, 2024
Inf., February, 2024
Adaptive unified contrastive learning with graph-based feature aggregator for imbalanced medical image classification.
Expert Syst. Appl., 2024
Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
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., November, 2023
ACM Trans. Interact. Intell. Syst., September, 2023
Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review.
Int. J. Medical Informatics, September, 2023
Collaboration, not Confrontation: Understanding General Practitioners' Attitudes Towards Natural Language and Text Automation in Clinical Practice.
ACM Trans. Comput. Hum. Interact., April, 2023
User Model. User Adapt. Interact., March, 2023
IEEE Pervasive Comput., 2023
CoRR, 2023
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Proceedings of the Recommender Systems Handbook, 2022
Design Considerations for Immersive Virtual Reality Applications for Older Adults: A Scoping Review.
Multimodal Technol. Interact., 2022
Colour adaptive generative networks for stain normalisation of histopathology images.
Medical Image Anal., 2022
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., 2022
Symbolic and Statistical Learning Approaches to Speech Summarization: A Scoping Review.
Comput. Speech Lang., 2022
Artif. Intell. Medicine, 2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, 2022
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
Benchmarking Audio Signal Representation Techniques for Classification with Convolutional Neural Networks.
Sensors, 2021
Prediction of anxiety disorders using a feature ensemble based bayesian neural network.
J. Biomed. Informatics, 2021
J. Am. Medical Informatics Assoc., 2021
Severity Assessment and Progression Prediction of COVID-19 Patients Based on the LesionEncoder Framework and Chest CT.
Inf., 2021
A diversified shared latent variable model for efficient image characteristics extraction and modelling.
Neurocomputing, 2021
Empirical analysis of Zipf's law, power law, and lognormal distributions in medical discharge reports.
Int. J. Medical Informatics, 2021
Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction Dependencies for Next-Item Recommendation.
IEEE Intell. Syst., 2021
Empirical Security and Privacy Analysis of Mobile Symptom Checking Applications on Google Play.
CoRR, 2021
Detecting pertussis in the pediatric population using respiratory sound events and CNN.
Biomed. Signal Process. Control., 2021
Empirical Security and Privacy Analysis of Mobile Symptom Checking Apps on Google Play.
Proceedings of the 18th International Conference on Security and Cryptography, 2021
Semi-supervised Adversarial Learning for Stain Normalisation in Histopathology Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Texture Enhanced Generative Adversarial Network For Stain Normalisation In Histopathology Images.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
User Model. User Adapt. Interact., 2020
Personality Sensing: Detection of Personality Traits Using Physiological Responses to Image and Video Stimuli.
ACM Trans. Interact. Intell. Syst., 2020
Envisioning an artificial intelligence documentation assistant for future primary care consultations: A co-design study with general practitioners.
J. Am. Medical Informatics Assoc., 2020
Identifying relevant information in medical conversations to summarize a clinician-patient encounter.
Health Informatics J., 2020
Jointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation.
CoRR, 2020
Proceedings of the 5th International Workshop on Health Recommender Systems co-located with the 14th ACM Conference on Recommender Systems 2020 (RecSys 2020), 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
ECG-Derived Heart Rate Variability Interpolation and 1-D Convolutional Neural Networks for Detecting Sleep Apnea.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Voice Command Recognition Using Biologically Inspired Time-Frequency Representation and Convolutional Neural Networks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Epileptic Seizure Detection Using Multi-Channel EEG Wavelet Power Spectra and 1-D Convolutional Neural Networks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020
Proceedings of the AVI '20: International Conference on Advanced Visual Interfaces, Island of Ischia, Italy, September 28, 2020
2019
npj Digit. Medicine, 2019
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019
Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
2018
Proceedings of the Human and Machine Learning, 2018
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018
2017
Int. J. Hum. Comput. Interact., 2017
Graph Based Recommendations: From Data Representation to Feature Extraction and Application.
CoRR, 2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Online Engagement for a Healthier You: A Case Study of Web-based Supermarket Health Program.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017
A Qualitative Investigation of Bank Employee Experiences of Information Security and Phishing.
Proceedings of the Thirteenth Symposium on Usable Privacy and Security, 2017
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017
Do Users Matter? The Contribution of User-Driven Feature Weights to Open Dataset Recommendations.
Proceedings of the Poster Track of the 11th ACM Conference on Recommender Systems (RecSys 2017), 2017
Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017
Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017
Tracking the Evolution of Customer Purchase Behavior Segmentation via a Fragmentation-Coagulation Process.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the Integrating and Connecting Care, 2017
Phish Phinder: A Game Design Approach to Enhance User Confidence in Mitigating Phishing Attacks.
Proceedings of the Eleventh International Symposium on Human Aspects of Information Security & Assurance, 2017
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017
2016
User Model. User Adapt. Interact., 2016
ACM Trans. Interact. Intell. Syst., 2016
Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016
Proceedings of the International Workshop on Personalization in Persuasive Technology co-located with the 11th International Conference on Persuasive Technology (PT 2016), 2016
Who Will Be Affected by Supermarket Health Programs? Tracking Customer Behavior Changes via Preference Modeling.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
Proceedings of the Digital Health Innovation for Consumers, Clinicians, Connectivity and Community, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
2015
Proceedings of the Recommender Systems Handbook, 2015
Proceedings of the Recommender Systems Handbook, 2015
Personalized Social Network Activity Feeds for Increased Interaction and Content Contribution.
Frontiers Robotics AI, 2015
Proceedings of the 20th International Conference on 3D Web Technology, 2015
Proceedings of the 9th ACM Conference on Recommender Systems, 2015
Proceedings of the Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, 2015
Proceedings of the 9th ACM Conference on Recommender Systems, 2015
Proceedings of the 3rd Workshop on Emotions and Personality in Personalized Systems, 2015
Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Proceedings of the 2015 International Conference on Behavioral, 2015
2014
Proceedings of the User Modeling, Adaptation, and Personalization, 2014
Proceedings of the Poster Proceedings of the 8th ACM Conference on Recommender Systems, 2014
Proceedings of the Poster Proceedings of the 8th ACM Conference on Recommender Systems, 2014
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014
Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014
2013
New Rev. Hypermedia Multim., 2013
On the potential of recommendation technologies for efficient content delivery networks.
Comput. Commun. Rev., 2013
Proceedings of the User Modeling, Adaptation, and Personalization, 2013
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013
Proceedings of the 3rd Workshop on Human Decision Making in Recommender Systems in conjunction with the 7th ACM Conference on Recommender Systems (RecSys 2013), 2013
Proceedings of the Mining, Modeling, and Recommending 'Things' in Social Media, 2013
Proceedings of the Persuasive Technology - 8th International Conference, 2013
Proceedings of the 4th International Workshop on Modeling Social Media, 2013
2012
ACM Trans. Comput. Hum. Interact., 2012
ACM Trans. Interact. Intell. Syst., 2012
Expert Syst. Appl., 2012
Proceedings of the Workshop and Poster Proceedings of the 20th Conference on User Modeling, 2012
Personalized Network Updates: Increasing Social Interactions and Contributions in Social Networks.
Proceedings of the User Modeling, Adaptation, and Personalization, 2012
Proceedings of the Workshop and Poster Proceedings of the 20th Conference on User Modeling, 2012
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012
Mobile applications to support dietary change: highlighting the importance of evaluation context.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012
2011
Int. J. Hum. Comput. Interact., 2011
Proceedings of the User Modeling, Adaption and Personalization, 2011
Proceedings of the User Modeling, Adaption and Personalization, 2011
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
Proceedings of the MMS 2011: Mobile und ubiquitäre Informationssysteme. Proceedings der 6. Konferenz, 2011
Proceedings of the Artificial Intelligence in Medicine, 2011
2010
J. Adv. Comput. Intell. Intell. Informatics, 2010
Proceedings of the User Modeling, 2010
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010
Context-awareness in recommender systems: research workshop and movie recommendation challenge.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010
2009
Addressing Challenges of Ubiquitous User Modeling: Between Mediation and Semantic Integration.
Proceedings of the Advances in Ubiquitous User Modelling, Revised Selected Papers, 2009
User Model. User Adapt. Interact., 2009
Proceedings of the Persuasive Technology, Fourth International Conference, 2009
Proceedings of the 21st Australasian Computer-Human Interaction Conference, 2009
SOFA: an online social network for engaging and motivating families to adopt a healthy lifestyle.
Proceedings of the 21st Australasian Computer-Human Interaction Conference, 2009
Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009
Proceedings of the Artificial Intelligence and Cognitive Science - 20th Irish Conference, 2009
2008
Proceedings of the Personalization Techniques and Recommender Systems, 2008
User Model. User Adapt. Interact., 2008
AI Commun., 2008
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2008
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2008
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2008
2007
Int. J. Pattern Recognit. Artif. Intell., 2007
Artif. Intell. Rev., 2007
Proceedings of the User Modeling 2007, 11th International Conference, 2007
Proceedings of the 2007 ACM Conference on Recommender Systems, 2007
Proceedings of the 2007 ACM Conference on Recommender Systems, 2007
2006
J. Data Semant., 2006
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
Proceedings of the LWA 2006: Lernen - Wissensentdeckung - Adaptivität, Hildesheim, Deutschland, October 9th-11th 2006, joint workshop event of several interest groups of the German Society for Informatics (GI) - 14th Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS 2006) - Workshop Information Retrieval 2006 of the Special Interest Group Information Retrieval (FGIR 2006) - Workshop on Knowledge and Experience Management (FGWM 2006), 2006
Retrieval of Collaborative Filtering Nearest Neighbors in a Content-Addressable Space.
Proceedings of the Enterprise Information Systems, 8th International Conference, 2006
Collaborative Filtering Based on Content Addressing.
Proceedings of the ICEIS 2006, 2006
Identifying Inter-Domain Similarities Through Content-Based Analysis of Hierarchical Web-Directories.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2006
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2006
2005
Using J2EE/NET Clusters for Parallel Computations of Join Queries in Distributed Databases.
J. Digit. Inf. Manag., 2005
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005
Proceedings of the User Modeling 2005, 2005
Proceedings of the 2005 IEEE/IPSJ International Symposium on Applications and the Internet Workshops (SAINT 2005 Workshops), 31 January, 2005
Proceedings of the Intelligent Technologies for Interactive Entertainment, 2005
Proceedings of the Case-Based Reasoning, 2005
2004
Using a J2EE Cluster for Parallel Computation of Join Queries in Distributed Databases.
Proceedings of the 3rd International Symposium on Parallel and Distributed Computing (ISPDC 2004), 2004