Eftim Zdravevski
Orcid: 0000-0001-7664-0168
According to our database1,
Eftim Zdravevski
authored at least 94 papers
between 2009 and 2024.
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Bibliography
2024
Combining Semantic Matching, Word Embeddings, Transformers, and LLMs for Enhanced Document Ranking: Application in Systematic Reviews.
Big Data Cogn. Comput., September, 2024
Automating Feature Extraction from Entity-Relation Models: Experimental Evaluation of Machine Learning Methods for Relational Learning.
Big Data Cogn. Comput., April, 2024
Sensor-based systems for the measurement of Functional Reach Test results: a systematic review.
PeerJ Comput. Sci., 2024
A Study on Appropriate Segment Length for Generalized Cuff-less Blood Pressure Estimation from ECG Features.
Proceedings of the 47th MIPRO ICT and Electronics Convention, 2024
IoT Technologies and Wearables for HealthCare - 10th EAI International Conference, HealthyIoT 2023, and 4th EAI International Conference, HealthWear 2023, Bratislava, Slovakia, October 24-26, 2023, Proceedings
, 2024
Benchmarking OpenAI's APIs and Large Language Models for Repeatable, Efficient Question Answering Across Multiple Documents.
Proceedings of the 19th Conference on Computer Science and Intelligence Systems, 2024
2023
Editorial: Wearable and mobile data analysis methodologies for personalized medicine.
Frontiers Digit. Health, May, 2023
PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts Using Transfer Learning.
Comput., January, 2023
Proceedings of the Information Systems and Technologies, 2023
Preliminary Study on the Identification of Diseases by Electrocardiography Sensors' Data.
Proceedings of the Bioinformatics and Biomedical Engineering, 2023
Enhancing Knee Meniscus Damage Prediction from MRI Images with Machine Learning and Deep Learning Techniques.
Proceedings of the ICT Innovations 2023. Learning: Humans, Theory, Machines, and Data, 2023
Application of Traditional and Deep Learning Algorithms in Sentiment Analysis of Global Warming Tweets.
Proceedings of the Smart Objects and Technologies for Social Good, 2023
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023
Proceedings of the 6th Conference on Cloud and Internet of Things, 2023
2022
Sensors, 2022
Development Technologies for the Monitoring of Six-Minute Walk Test: A Systematic Review.
Sensors, 2022
Thought on Food: A Systematic Review of Current Approaches and Challenges for Food Intake Detection.
Sensors, 2022
Literature Review on Artificial Intelligence Methods for Glaucoma Screening, Segmentation, and Classification.
J. Imaging, 2022
Technological Solutions for Sign Language Recognition: A Scoping Review of Research Trends, Challenges, and Opportunities.
IEEE Access, 2022
Are Active and Assisted Living applications addressing the main acceptance concerns of their beneficiaries? Preliminary insights from a scoping review.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022
Proceedings of the IoT Technologies for HealthCare - 9th EAI International Conference, 2022
Named Entity Recognition and Knowledge Extraction from Pharmaceutical Texts using Transfer Learning.
Proceedings of the 17th International Conference on Future Networks and Communications / 19th International Conference on Mobile Systems and Pervasive Computing / 12th International Conference on Sustainable Energy Information Technology (FNC/MobiSPC/SEIT 2022), 2022
Facilitating privacy-preserving activity recognition in age-friendly environments through low-power devices.
Proceedings of the 17th International Conference on Future Networks and Communications / 19th International Conference on Mobile Systems and Pervasive Computing / 12th International Conference on Sustainable Energy Information Technology (FNC/MobiSPC/SEIT 2022), 2022
Application of Diversified Ensemble Learning in Real-life Business Problems: The Case of Predicting Costs of Forwarding Contracts.
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022
2021
An Experimental Study on the Validity and Reliability of a Smartphone Application to Acquire Temporal Variables during the Single Sit-to-Stand Test with Older Adults.
Sensors, 2021
Sensors, 2021
Towards Detecting Pneumonia Progression in COVID-19 Patients by Monitoring Sleep Disturbance Using Data Streams of Non-Invasive Sensor Networks.
Sensors, 2021
Prediction of Atrial Fibrillation using artificial intelligence on Electrocardiograms: A systematic review.
Comput. Sci. Rev., 2021
Comput., 2021
A Systematic Investigation of Models for Color Image Processing in Wound Size Estimation.
Comput., 2021
Cost Optimization for Big Data Workloads Based on Dynamic Scheduling and Cluster-Size Tuning.
Big Data Res., 2021
Proceedings of the 4th International Conference on Recent Trends and Applications in Computer Science and Information Technology, Tirana, Albania, May 21st - to, 2021
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021
Proceedings of the Smart Objects and Technologies for Social Good, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Mobile Computing Technologies for Health and Mobility Assessment: Research Design and Results of the Timed Up and Go Test in Older Adults.
Sensors, 2020
Deep Learning for Feature Extraction in Remote Sensing: A Case-Study of Aerial Scene Classification.
Sensors, 2020
Remote. Sens., 2020
Mobile Applications for Training Plan Using Android Devices: A Systematic Review and a Taxonomy Proposal.
Inf., 2020
Circular Economy for Clothes Using Web and Mobile Technologies - A Systematic Review and a Taxonomy Proposal.
Inf., 2020
Improving Human Activity Monitoring by Imputation of Missing Sensory Data: Experimental Study.
Future Internet, 2020
Homogeneous Data Normalization and Deep Learning: A Case Study in Human Activity Classification.
Future Internet, 2020
Expert Syst. Appl., 2020
Experimental Study for Determining the Parameters Required for Detecting ECG and EEG Related Diseases during the Timed-Up and Go Test.
Comput., 2020
Comput., 2020
Appl. Soft Comput., 2020
IEEE Access, 2020
Analysis of trends in scientific publications by an NLP toolkit: A case study in Software Development Methods for Enhanced Living Environment.
Proceedings of the 2020 Seventh International Conference on Software Defined Systems, 2020
Proceedings of the ICT Innovations 2020. Machine Learning and Applications, 2020
Proceedings of the IoT Technologies for HealthCare - 7th EAI International Conference, 2020
Identification of Activities of Daily Living through Artificial Intelligence: an accelerometry-based approach.
Proceedings of the 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2020) / The 15th International Conference on Future Networks and Communications (FNC-2020) / The 10th International Conference on Sustainable Energy Information Technology, 2020
Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 2020
Short-term air pollution forecasting based on environmental factors and deep learning models.
Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 2020
Proceedings of the CSAI 2020: 2020 4th International Conference on Computer Science and Artificial Intelligence, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Automation in Systematic, Scoping and Rapid Reviews by an NLP Toolkit: A Case Study in Enhanced Living Environments.
Proceedings of the Enhanced Living Environments, 2019
Scalable Cloud-based ETL for Self-serving Analytics.
Proceedings of the Advances in Data Mining, 2019
CoviHealth: Novel approach of a mobile application for nutrition and physical activity management for teenagers.
Proceedings of the 5th EAI International Conference on Smart Objects and Technologies for Social Good, 2019
Proceedings of the 5th EAI International Conference on Smart Objects and Technologies for Social Good, 2019
Proceedings of the IEEE EUROCON 2019, 2019
Proceedings of the IEEE EUROCON 2019, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Recognition of Activities of Daily Living Based on Environmental Analyses Using Audio Fingerprinting Techniques: A Systematic Review.
Sensors, 2018
Pattern recognition techniques for the identification of Activities of Daily Living using mobile device accelerometer.
PeerJ Prepr., 2018
Proceedings of the pHealth 2018 - Proceedings of the 15th International Conference on Wearable Micro and Nano Technologies for Personalized Health,, 2018
The BBC Micro: bit in the International Classroom: Learning Experiences and First Impressions.
Proceedings of the 17th International Conference on Information Technology Based Higher Education and Training, 2018
Proceedings of the ICT Innovations 2018. Engineering and Life Sciences, 2018
2017
Improving Activity Recognition Accuracy in Ambient-Assisted Living Systems by Automated Feature Engineering.
IEEE Access, 2017
Suppression of Intensive Care Unit False Alarms Based on the Arterial Blood Pressure Signal.
IEEE Access, 2017
Proceedings of the ICT Innovations 2017, 2017
Cloud-based recognition of complex activities for ambient assisted living in smart homes with non-invasive sensors.
Proceedings of the IEEE EUROCON 2017 -17th International Conference on Smart Technologies, 2017
Proceedings of the IEEE EUROCON 2017 -17th International Conference on Smart Technologies, 2017
2016
Proceedings of the Advances in Robot Design and Intelligent Control, 2016
Proceedings of the 24th Euromicro International Conference on Parallel, 2016
Proceedings of the IEEE 12th International Conference on Intelligent Computer Communication and Processing, 2016
Towards application of non-invasive environmental sensors for risks and activity detection.
Proceedings of the IEEE 12th International Conference on Intelligent Computer Communication and Processing, 2016
Automatic Feature Engineering for Prediction of Dangerous Seismic Activities in Coal Mines.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016
2015
Feature Ranking Based on Information Gain for Large Classification Problems with MapReduce.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015
SVM Parameter Tuning with Grid Search and Its Impact on Reduction of Model Over-fitting.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015
Transformation of nominal features into numeric in supervised multi-class problems based on the weight of evidence parameter.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015
2014
Feature selection and allocation to diverse subsets for multi-label learning problems with large datasets.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014
2011
Weight of evidence as a tool for attribute transformation in the preprocessing stage of supervised learning algorithms.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the Distributed Computing in Sensor Systems, 2011
2009
Proceedings of the ICT Innovations 2009, Ohrid, Macedonia, 28-30 September, 2009, 2009