Browsing by Author Zdravevski, Eftim
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| Preview | Title | Author(s) | Issue Date | Type |
|---|---|---|---|---|
| 2.2. 4 Applications of Deep Learning Based Semantic Segmentation of Images | Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea ; Chorbev, Ivan; Trajkovikj, Vladimir | 2022 | Article | |
| Activities of Daily Living and Environment Recognition Using Mobile Devices: A Comparative Study | Ferreira, José M.; Pires, Ivan Miguel; Marques, Gonçalo; García, Nuno M.; Zdravevski, Eftim ; Lameski, Petre ; Flórez-Revuelta, Francisco; Spinsante, Susanna; Xu, Lina | 18-Jan-2020 | ||
| Activities of daily living and environment recognition using mobile devices: a comparative study | Ferreira, José M; Pires, Ivan Miguel; Marques, Gonçalo; Garcia, Nuno M; Zdravevski, Eftim ; Lameski, Petre ; Flórez-Revuelta, Francisco; Spinsante, Susanna; Xu, Lina | 18-Jan-2020 | Article | |
| Activities of daily living with motion: A dataset with accelerometer, magnetometer and gyroscope data from mobile devices | Pires, Ivan Miguel; Garcia, Nuno M; Zdravevski, Eftim ; Lameski, Petre | Dec-2020 | Journal Article | |
| Addressing Privacy and Security in Connected Health with Fog Computing | Dimitrievski, Ace; Zdravevski, Eftim ; Lameski, Petre ; Trajkovikj, Vladmir | 25-Sep-2019 | Proceedings | |
| Advancing methods in big data capture, integration, classification and liberation | Zdravevski, Eftim ; Pires, Ivan Miguel | 27-Apr-2023 | Journal Article | |
| Aerial Scene Classification through Fine-Tuning with Adaptive Learning Rates and Label Smoothing | Petrovska, Biserka; Atanasova-Pacemska, Tatjana; Corizzo, Roberto; Mignone, Paolo; Lameski, Petre ; Zdravevski, Eftim | 21-Aug-2020 | Journal Article | |
| Aging at Work: A Review of Recent Trends and Future Directions | Barakovic Husic, Jasmina; Melero, Francisco José; Barakovic, Sabina; Lameski, Petre ; Zdravevski, Eftim ; Maresova, Petra; Krejcar, Ondrej; CHorbev, Ivan ; Garcia, Nuno M; Trajkovikj, Vladimir | 2020 | Journal Article | |
| Air pollution data: A dataset gathered through a crowd sensing platform | Temkov, Slave; Chavkovski, Panche; Lameski, Petre ; Zdravevski, Eftim ; Herzog A., Michael ; Trajkovikj, Vladimir | 14-Jan-2015 | Dataset | |
| Air Pollution Prediction with Multi-Modal Data and Deep Neural Networks | Kalajdjieski, Jovan; Zdravevski, Eftim ; Corizzo, Roberto; Lameski, Petre ; Kalajdziski, Slobodan ; Pires, Ivan Miguel; Garcia, Nuno M.; Trajkovikj, Vladimir | 18-Dec-2020 | Journal Article | |
| Algorithms for automated diagnosis of cardiovascular diseases based on ECG data: A comprehensive systematic review | Vitaliyivna Denysyuk, Hanna; Pinto, Rui Joao; Silva, Pedro Miguel; Duarte, Rui Pedro; Marinho, Francisco Alexandre; Pimenta, Luís; Gouveia, António Jorge; Gonçalves, Norberto Jorge; Coelho, Paulo Jorge; Zdravevski, Eftim ; Lameski, Petre ; Leithardt, Valderi; Garcia, Nuno M; Pires, Ivan Miguel | 1-Feb-2023 | Journal Article | |
| Analysis of the Results of Heel-Rise Test with Sensors: A Systematic Review | Pires, Ivan Miguel; Ponciano, Vasco; Garcia, Nuno M.; Zdravevski, Eftim | 17-Jul-2020 | Journal Article | |
| Analysis of trends in scientific publications by an NLP toolkit: A case study in Software Development Methods for Enhanced Living Environment | Girma, Melaku; Garcia, Nuno; Zdravevski, Eftim ; Kifle, Mesfin; Pombo, Nuno; Trajkovikj, Vladimir | 20-Apr-2020 | Proceedings | |
| Android library for recognition of activities of daily living: Implementation considerations, challenges, and solutions | Pires, Ivan Miguel; Canavarro Teixeira, Maria; Pombo, Nuno; Garcia, Nuno M; Flórez-Revuelta, Francisco; Spinsante, Susanna; Goleva, Rossitza; Zdravevski, Eftim | 23-May-2018 | Article | |
| Applicability Assessment of Technologies for Predictive and Prescriptive Analytics of Nephrology Big Data | Stojanov, Riste ; Jovanovik, Milos ; Gramatikov, Sasho ; Mishkovski, Igor ; Zdravevski, Eftim ; Sasanski, Darko; Karapancheva, Zorica; Spasovski, Goce ; Vasileska, Ivona; Eftimov, Tome; Zhuojun, Wu; Jankowski, Joachim; Trajanov, Dimitar | 27-May-2025 | Article; Journal Article | |
| Application of bci technology for color prediction using brainwaves | Angelovski, Martin; Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea | Sep-2012 | Proceedings | |
| Application of Diversified Ensemble Learning in Real-life Business Problems: The Case of Predicting Costs of Forwarding Contracts | Trajanoska, Milena; Gjorgovski, Pavel; Zdravevski, Eftim | 4-Sep-2022 | Proceeding article | |
| Application of machine learning and time-series analysis for air pollution prediction | Stojov, Vladimir; Koteli, Nikola; Lameski, Petre ; Zdravevski, Eftim | Apr-2018 | Proceeding article | |
| Application of russian language phonemics to generate macedonian speech recognition model using sphinx | Mingov, Riste; Zdravevski, Eftim ; Lameski, Petre | Sep-2016 | Proceeding article | |
| Application of Traditional and Deep Learning Algorithms in Sentiment Analysis of Global Warming Tweets | Nikolova, Dragana; Mircheva, Georgina ; Zdravevski, Eftim | 2023 | Proceeding article | |
| Applications of machine learning in human microbiome studies: a review on feature selection, biomarker identification, disease prediction and treatment | Marcos-Zambrano, Laura Judith; Karaduzovic-Hadziabdic, Kanita; Loncar Turukalo, Tatjana; Przymus, Piotr; Trajkovikj, Vladimir ; Aasmets, Oliver; Berland, Magali; Gruca, Aleksandra; Hasic, Jasminka; Hron, Karel; Kolev, Mikhail; Klammsteiner, Thomas; Lahti, Leo; B Lopes, Marta; Moreno, Victor; Naskinova, Irina; Org, Elin; Paciência, Inês; Georgios Papoutsoglou,; Rajesh Shigdel,; Blaz Stres,; Baiba Vilne,; Malik Yousef,; Zdravevski, Eftim ; Tsamardinos, Ioannis; Carrillo de Santa Pau, Enrique; J Claesson, Marcus; Moreno-Indias, Isabel | 2021 | Article | |
| Architecture for wireless sensor and actor networks control and data acquisition | Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea ; Davchev, Dancho | 27-Jun-2011 | Proceeding article | |
| Are central-zone restaurants better for consumers?-An analytical approach | Markoski, Filip; Basnarkov, Lasko ; Stojkoska, Biljana ; Lameski, Petre ; Zdravevski, Eftim | 15-Dec-2021 | Proceedings | |
| Are central-zone restaurants better for consumers?-An analytical approach | Markoski, Filip; Basnarkov, Lasko ; Risteska Stojkoska, Biljana; Lameski, Petre ; Zdravevski, Eftim | 15-Dec-2021 | Proceeding article | |
| Automatic feature engineering for prediction of dangerous seismic activities in coal mines | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea | 11-Sep-2016 | Proceeding article | |
| Automatic machine-learning based identification of jogging periods from accelerometer measurements of adolescents under field conditions | Zdravevski, Eftim ; Risteska Stojkoska, Biljana; Standl, Marie; Schulz, Holger | 7-Sep-2017 | Journal Article | |
| Automating Feature Extraction from Entity-Relation Models: Experimental Evaluation of Machine Learning Methods for Relational Learning | Stanoev, Boris; Mitrov, Goran; Kulakov, Andrea ; Mirceva, Georgina ; Lameski, Petre ; Zdravevski, Eftim | 1-Apr-2024 | Journal Article | |
| Automating Feature Extraction from Entity-Relation Models: Experimental Evaluation of Machine Learning Methods for Relational Learning | Stanoev, Boris; Mitrov, Goran; Kulakov, Andrea ; Mirceva, Georgina; Lameski, Petre ; Zdravevski, Eftim | 1-Apr-2024 | ||
| The BBC micro: bit in the international classroom: learning experiences and first impressions | Videnovik, Maja; Zdravevski, Eftim ; Lameski, Petre ; Trajkovikj, Vladmir | 26-Apr-2018 | Proceeding article | |
| Benchmarking OpenAI’s APIs and other Large Language Models for Repeatable and Efficient Question Answering Across Multiple Documents | Filipovska, Elena; Mladenovska, Ana; Bajrami, Merxhan; Dobreva, Jovana; Hillman, Velislava; Lameski, Petre ; Zdravevski, Eftim | 8-Sep-2024 | Proceedings | |
| A Brief Review on Gender Identification with Electrocardiography Data | Bastos, Eduarda Sofia; Duarte, Rui Pedro; Marinho, Francisco Alexandre; Rudenko, Roman; Vitaliyivna Denysyuk, Hanna; Gonçalves, Norberto Jorge; Zdravevski, Eftim ; Albuquerque, Carlos; M Garcia, Nuno; Pires, Ivan Miguel | 16-Aug-2022 | Journal Article | |
| A Brief Review on the Sensor Measurement Solutions for the Ten-Meter Walk Test | Pires, Ivan Miguel; Lopes, Eurico; Villasana, María Vanessa; Garcia, Nuno M; Zdravevski, Eftim ; Ponciano, Vasco | Apr-2021 | Article | |
| A Brief Review on the Sensor Measurement Solutions for the ten-meter walk test. Computers 2021, 10, 49 | Pires, Ivan Miguel; Lopes, Eurico; Villasana, María Vanessa; Zdravevski, Eftim ; Ponciano, Vasko | 2021 | Article | |
| Can sensors be used to measure the Arm Curl Test results? a systematic review | Matos, Tomás; Vornicoglo, Daniel; Coelho, Paulo Jorge; Zdravevski, Eftim ; Albuquerque, Carlos; Pires, Ivan Miguel | 31-Jan-2024 | ||
| Can the Eight Hop Test Be Measured with Sensors? A Systematic Review | Pimenta, Luís; Garcia, Nuno M; Zdravevski, Eftim ; Chorbev, Ivan; Trajkovikj, Vladimir ; Lameski, Petre ; Albuquerque, Carlos; Pires, Ivan Miguel | 8-May-2022 | Journal Article | |
| Can we predict obstetric anal sphincter injury? | Drusany Staric, Kristina; Bukovec, Petra; Jakopic, Katja; Zdravevski, Eftim ; Trajkovikj, Vladimir ; Lukanovic, Adolf | 2017 | Article | |
| Challenges in data collection in real-world environments for activity recognition | Lameski, Petre ; Dimitrievski, Ace; Zdravevski, Eftim ; Trajkovikj, Vladmir; Koceski, Saso | 1-Jul-2019 | Proceeding article | |
| The CHARME" Advanced Big Data Training School for Life Sciences": an example of good practices for training on current bioinformatics challenges | Hoang, Yen; Pfeil, Juliane; Zagoršcak, Maja; Y. A. Thieffry , Axel; Zdravevski, Eftim ; Ramšak, Živa; Lameski, Petre ; Schulze , Sabrina K.; Papakonstantinou , Eleni; Papageorgiou, Louis; Singh, Tarry; Duarte López, Ariel; Pérez-Casany , Marta | 5-Feb-2019 | Article | |
| Circular Economy for Clothes Using Web and Mobile Technologies—A Systematic Review and a Taxonomy Proposal | Faria, Rui; Lopes, Inês; Pires, Ivan Miguel; Marques, Gonçalo; Fernandes, Solange; Garcia, Nuno M.; Lucas, José; Jevremović, Aleksandar; Zdravevski, Eftim ; Trajkovikj, Vladimir | 17-Mar-2020 | Journal Article | |
| Cloud based Data Acquisition and Annotation Architecture for Weed Control | Lameski, Petre ; Zdravevski, Eftim ; Trajkovikj, Vladimir ; Kulakov, Andrea | Apr-2018 | Proceedings | |
| Cloud-based architecture for automated weed control | Lameski, Petre ; Zdravevski, Eftim ; Trajkovikj, Vladimir ; Kulakov, Andrea | 6-Jul-2017 | Proceeding article | |
| Cloud-based recognition of complex activities for ambient assisted living in smart homes with non-invasive sensors | Zdravevska, Aleksandra; Dimitrievski, Ace; Lameski, Petre ; Zdravevski, Eftim ; Trajkovikj, Vladimir | 6-Jul-2017 | Proceeding article | |
| Cluster-size optimization within a cloud-based ETL framework for Big Data | Zdravevski, Eftim ; Lameski, Petre ; Dimitrievski, Ace; Grzegorowski, Marek; Apanowicz, Cas | 9-Dec-2019 | Proceeding article | |
| Combining Semantic Matching, Word Embeddings, Transformers, and LLMs for Enhanced Document Ranking: Application in Systematic Reviews | Mitrov, Goran; Stanoev, Boris; Gievska, Sonja ; Mirceva, Georgina; Zdravevski, Eftim | 4-Sep-2024 | ||
| Comparison of SQL and NoSQL databases with different workloads: MongoDB vs MySQL evaluation | Capris, Ticiana; Melo, Pedro; M Garcia, Nuno; Pires, Ivan Miguel; Zdravevski, Eftim | 25-Oct-2022 | Proceeding article | |
| A Comprehensive Analysis of LayoutLM and Donut for Document Classification | Bajrami, Merxhan; Zdravevski, Eftim ; Lameski, Petre ; Stojkoska, Biljana | Jul-2023 | Proceeding article | |
| A Comprehensive Review of Methods and Equipment for Aiding Automatic Glaucoma Tracking | Camara, José; Neto, Alexandre; Pires, Ivan Miguel; Villasana, María Vanessa; Zdravevski, Eftim ; Cunha, António | 8-Apr-2022 | Article | |
| Computer-aided detection of melanoma a case study | Lameski, Petre ; Zdravevski, Eftim ; Kalajdziski, Slobodan ; Trajkova, Vesna; Hadzieva, Elena | 2018 | Proceeding article | |
| Control and Prevention of Personal Stress | Marques, Hugo; Carvalho, Hugo; Morgado, José; Garcia, Nuno M; Pires, Ivan Miguel; Zdravevski, Eftim | 10-Dec-2020 | Proceedings | |
| Corrigendum to “Extraction of notable points from ECG data: A description of a dataset related to 30-s seated and 30-s stand up”[Data in Brief, volume 46 (2023) 108874] | Duarte, Rui Pedro; Marinho, Francisco Alexandre; Bastos, Eduarda Sofia; Pinto, Rui João; Silva, Pedro Miguel; Fermino, Alice; Vitalyvna Denysyuk, Hanna; Gouveia, António Jorge; Gonçalves, Norberto Jorge; Coelho, Paulo Jorge; Zdravevski, Eftim ; Lameski, Petre ; Tripunovski, Toni; Garcia, Nuno M; Pires, Ivan Miguel | 1-Apr-2023 | Journal Article | |
| Cost optimization for big data workloads based on dynamic scheduling and cluster-size tuning | Grzegorowski, Marek; Zdravevski, Eftim ; Janusz, Andrzej; Lameski, Petre ; Apanowicz, Cas; Ślęzak, Dominik | 15-Jul-2021 | Article | |
| Cost optimization for big data workloads based on dynamic scheduling and cluster-size tuning | Grzegorowski, Marek; Zdravevski, Eftim ; Janusz, Andrzej; Lameski, Petre ; Apanowicz, Cas; Ślęzak, Dominik | 15-Jul-2021 | Article | |
| CoviHealth: A pilot study with teenagers in schools of Centre of Portugal | Vanessa Villasana, María; Miguel Pires, Ivan; Sá, Juliana; M Garcia, Nuno; Zdravevski, Eftim ; Chorbev, Ivan; Lameski, Petre | 3-Dec-2020 | Proceedings | |
| CoviHealth: A pilot study with teenagers in schools of Centre of Portugal | Villasana, María Vanessa; Pires, Ivan Miguel; Sá, Juliana; Garcia, Nuno M; Zdravevski, Eftim ; Chorbev, Ivan; Lameski, Petre | 3-Dec-2020 | Proceedings | |
| CoviHealth: Novel approach of a mobile application for nutrition and physical activity management for teenagers | Vanessa Villasana, María; Miguel Pires, Ivan; Sá, Juliana; M Garcia, Nuno; Pombo, Nuno; Zdravevski, Eftim ; Chorbev, Ivan | 25-Sep-2019 | Proceedings | |
| Cultural topic modelling over novel wikipedia corpora for south-slavic languages | Markoski, Filip; Markoska, Elena; Ljubešić, Nikola; Zdravevski, Eftim ; Kocarev, Ljupco | Sep-2021 | Proceedings | |
| Daily motionless activities: A dataset with accelerometer, magnetometer, gyroscope, environment, and GPS data | Pires, Ivan Miguel; Garcia, Nuno M; Zdravevski, Eftim ; Lameski, Petre | 25-Mar-2022 | Journal Article | |
| Deep Learning for Feature Extraction in Remote Sensing: A Case-Study of Aerial Scene Classification | Petrovska, Biserka; Zdravevski, Eftim ; Lameski, Petre ; Corizzo, Roberto; Štajduhar, Ivan; Lerga, Jonatan | 14-Jul-2020 | Journal Article | |
| Development Technologies for the Monitoring of Six-Minute Walk Test: A Systematic Review | Pires, Ivan Miguel; Vitaliyivna Denysyuk, Hanna; Villasana, María Vanessa; Sá, Juliana; Marques, Diogo Luís; Morgado, José Francisco; Albuquerque, Carlos; Zdravevski, Eftim | 12-Jan-2022 | Article | |
| An efficient data imputation technique for human activity recognition | Pires, Ivan Miguel; Hussain, Faisal; Garcia, Nuno M; Zdravevski, Eftim | 8-Jul-2020 | Journal Article | |
| End-users’ AAL and ELE service scenarios in smart personal environments | Autexier, Serge; Goleva, Rossitza; M Garcia, Nuno; Stainov, Rumen; Ganchev, Ivan; X Mavromoustakis, Constandinos; Dobre, Ciprian; Chorbev, Ivan; Trajkovikj, Vladimir ; Zdravevski, Eftim | 24-Nov-2017 | Journal Article | |
| Evaluation of Recurrent Neural Network architectures for abusive language detection in cyberbullying contexts | Gievska, Sonja ; Markoski, Filip; Zdravevski, Eftim ; Ljubešić, Nikola | 8-May-2020 | Proceeding article | |
| Evaluation of Recurrent Neural Network architectures for abusive language detection in cyberbullying contexts | Markoski, Filip; Zdravevski, Eftim ; Ljubešić, Nikola; Gievska, Sonja | 8-May-2020 | Proceeding article | |
| Evaluation of Recurrent Neural Network architectures for abusive language detection in cyberbullying contexts | Markoski, Filip; Zdravevski, Eftim ; Ljubešić, Nikola; Gievska, Sonja | 8-May-2020 | Proceedings | |
| Experimental Study for Determining the Parameters Required for Detecting ECG and EEG Related Diseases during the Timed-Up and Go Test | Ponciano, Vasco; Pires, Ivan Miguel; Ribeiro, Fernando Reinaldo; Villasana, María Vanessa; Canavarro Teixeira, Maria; Zdravevski, Eftim | 27-Aug-2020 | Journal Article | |
| 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 | Marques, Diogo Luís; Pereira Neiva, Henrique; Pires, Ivan Miguel; Zdravevski, Eftim ; Mihajlov, Martin ; Garcia, Nuno M; Ruiz-Cárdenas, Juan Diego; Almeida Marinho, Daniel; Cardoso Marques, Mário | 15-Mar-2021 | Article | |
| Experimental Study on Wound Area Measurement with Mobile Devices | Ferreira, Filipe; Pires, Ivan Miguel; Ponciano, Vasco; Costa, Mónica; Villasana, María Vanessa; Garcia, Nuno M; Zdravevski, Eftim ; Lameski, Petre ; Chorbev, Ivan; Mihajlov, Martin ; Trajkovikj, Vladimir | 26-Aug-2021 | Article | |
| Exploration into Deep Learning Text Generation Architectures for Dense Image Captioning | Toshevska, Martina; Lameski, Petre ; Stojanovska, Frosina; Zdravevski, Eftim ; Gievska, Sonja | 6-Sep-2020 | Proceeding article | |
| Explorations into Deep Learning Text Architectures for Dense Image Captioning | Toshevska, Martina ; Stojanovska, Frosina ; Zdravevski, Eftim ; Lameski, Petre ; Gievska, Sonja | Sep-2020 | Article | |
| Extraction of notable points from ECG data: A description of a dataset related to 30-s seated and 30-s stand up | Duarte, Rui Pedro; Marinho, Francisco Alexandre; Bastos, Eduarda Sofia; Pinto, Rui João; Silva, Pedro Miguel; Fermino, Alice; Denysyuk, Hanna Vitalyvna; Gouveia, António Jorge; Gonçalves, Norberto Jorge; Coelho, Paulo Jorge; Zdravevski, Eftim ; Lameski, Petre ; Tripunoski, Toni ; Garcia, Nuno M; Pires, Ivan Miguel | Feb-2023 | Article | |
| Facilitating privacy-preserving activity recognition in age-friendly environments through low-power devices | Dimitrievski, Ace; Zdravevski, Eftim ; Lameski, Petre ; Trajkovikj, Vladmir | 2022 | Article | |
| Feasibility analysis of an electrogastrography sensor for digestion detection | Neves, Paulo Alexandre; Gonçalves, Norberto Jorge; Varanda, Pedro; Simões, João; Pires, Filipe; Garcia, Nuno M; Costa, Ricardo; Zdravevski, Eftim ; Pires, Ivan Miguel | 20-Mar-2023 | Proceedings | |
| Feature extraction based on word embedding models for intrusion detection in network traffic | Corizzo, Roberto; Zdravevski, Eftim ; Russell, Myles; Vagliano, Andrew; Japkowicz, Nathalie | 28-Dec-2020 | Journal Article | |
| Feature Ranking Based on Information Gain for Large Classification Problems with MapReduce | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea ; Jakimovski, Boro ; Filiposka, Sonja ; Trajanov, Dimitar | Aug-2015 | Article | |
| Feature selection and allocation to diverse subsets for multi-label learning problems with large datasets | Zdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea ; Gjorgjevikj, Dejan | 7-Sep-2014 | Proceeding article | |
| Fintech and Artificial Intelligence in Finance-Towards a transparent financialindustry”(FinAI) CA19130 | Petrovska, Biserka; Atanasova-Pacemska, Tatjana; Corizzo, Roberto; Mignone, Paolo; Lameski, Petre ; Zdravevski, Eftim | 14-Sep-2020 | Article | |
| Fog Computing for Personal Health Principles | Dimitrievski, Ace; Zdravevski, Eftim ; Lameski, Petre ; Goleva, Rossitza; Koceski, Saso; Trajkovikj, Vladimir | 5-Oct-2018 | Proceeding article | |
| Forecasting air pollution with deep learning with a focus on impact of urban traffic on PM10 and noise pollution | Kostadinov, Martin; Zdravevski, Eftim ; Lameski, Petre ; Coelho, Paulo Jorge; Stojkoska, Biljana ; Herzog, Michael A; Trajkovik, Vladimir | 2024 | ||
| Forecasting air pollution with deep learning with a focus on impact of urban traffic on PM10 and noise pollution | Kostadinov, Martin; Zdravevski, Eftim ; Lameski, Petre ; Coelho, Paulo Jorge; Stojkoska, Biljana ; Herzog, Michael A; Trajkovik, Vladimir | 2024 | ||
| A framework for malicious traffic detection in IoT healthcare environment | Hussain, Faisal; Abbas, Syed Ghazanfar; A Shah, Ghalib; Miguel Pires, Ivan; U Fayyaz, Ubaid; Shahzad, Farrukh; M Garcia, Nuno; Zdravevski, Eftim | 26-Apr-2021 | Article | |
| From Big Data to business analytics: The case study of churn prediction | Zdravevski, Eftim ; Lameski, Petre ; Apanowicz, Cas; Ślȩzak, Dominik | May-2020 | ||
| From Big Data to business analytics: The case study of churn prediction | Zdravevski, Eftim ; Lameski, Petre ; Apanowicz, Cas; Ślȩzak, Dominik | 1-May-2020 | Article | |
| GAN-Based Image Colorization for Self-Supervised Visual Feature Learning | Gievska, Sonja ; Treneska, Sandra; Zdravevski, Eftim ; Pires, Ivan Miguel; Lameski, Petre | 18-Feb-2022 | Article | |
| Health–Related ICT Solutions of Smart Environments for Elderly–Systematic Review | Maresova, Petra; Krejcar, Ondrej; Barakovic, Sabina; Barakovic Husic, Jasmina; Lameski, Petre ; Zdravevski, Eftim ; CHorbev, Ivan ; Trajkovikj, Vladimir | 2020 | Journal Article | |
| Homogeneous Data Normalization and Deep Learning: A Case Study in Human Activity Classification | Pires, Ivan Miguel; Hussain, Faisal; M. Garcia, Nuno M.; Lameski, Petre ; Zdravevski, Eftim | 10-Nov-2020 | Journal Article | |
| Identification of Activities of Daily Living through Artificial Intelligence: an accelerometry-based approach | Pires, Ivan Miguel; Marques, Gonçalo; Garcia, Nuno M; Zdravevski, Eftim | 1-Jan-2020 | Journal Article | |
| Identification of Daily Activites and Environments Based on the AdaBoost Method Using Mobile Device Data: A Systematic Review | Ferreira, José M.; Pires, Ivan Miguel; Marques, Gonçalo; Garcia, Nuno M.; Zdravevski, Eftim ; Lameski, Petre ; Flórez-Revuelta, Francisco; Spinsante, Susanna | 20-Jan-2020 | ||
| Identification of daily activites and environments based on the adaboost method using mobile device data: A systematic review | Ferreira, José M; Pires, Ivan Miguel; Marques, Gonçalo; Zdravevski, Eftim ; Lameski, Petre ; Garcia, Nuno M; Flórez-Revuelta, Francisco; Spinsante, Susanna | 20-Jan-2020 | Article | |
| Identification of Diseases Based on the Use of Inertial Sensors: A Systematic Review | Ponciano, Vasco; Pires, Ivan Miguel; Ribeiro, Fernando Reinaldo; Marques, Gonçalo; Villasana, Maria Vanessa; Garcia, Nuno M.; Zdravevski, Eftim ; Spinsante, Susanna | 8-May-2020 | Journal Article | |
| Importance of Personalized Health-Care Models: A Case Study in Activity Recognition | Zdravevski, Eftim ; Lameski, Petre ; Trajkovikj, Vladimir ; Pombo, Nuno; Garcia, Nuno | 1-Jan-2018 | Article | |
| Improving Activity Recognition Accuracy in Ambient-Assisted Living Systems by Automated Feature Engineering | Zdravevski, Eftim ; Lameski, Petre ; Trajkovikj, Vladimir ; Kulakov, Andrea ; CHorbev, Ivan ; Goleva, Rossitza; Pombo, Nuno; Garcia, Nuno | 2017 | ||
| Improving activity recognition accuracy in ambient-assisted living systems by automated feature engineering | Zdravevski, Eftim ; Lameski, Petre ; Trajkovikj, Vladimir ; Kulakov, Andrea ; Chorbev, Ivan; Goleva, Rossitza; Pombo, Nuno; Garcia, Nuno | 21-Mar-2017 | Article | |
| Improving Human Activity Monitoring by Imputation of Missing Sensory Data: Experimental Study | Pires, Ivan Miguel; Hussain, Faisal; Garcia, Nuno M.; Zdravevski, Eftim | 17-Sep-2020 | Journal Article | |
| Indoor and outdoor environmental data: A dataset with acoustic data acquired by the microphone embedded on mobile devices | Pires, Ivan Miguel; Garcia, Nuno M; Zdravevski, Eftim ; Lameski, Petre | 1-Jun-2021 | Journal Article | |
| Internet of Things Ontologies for Well-Being, Aging and Health: A Scoping Literature Review | Belani, Hrvoje; Šolić, Petar; Zdravevski, Eftim ; Trajkovik, Vladimir | 20-Jan-2025 | Article | |
| Is The Timed-Up and Go Test Feasible in Mobile Devices? A Systematic Review | Ponciano, Vasco; Pires, Ivan Miguel; Ribeiro, Fernando Reinaldo; Marques, Gonçalo; Garcia, Nuno M.; Pombo, Nuno; Spinsante, Susanna; Zdravevski, Eftim | 23-Mar-2020 | Journal Article | |
| Literature on Applied Machine Learning in Metagenomic Classification: A Scoping Review | Tonkovic, Petar; Kalajdziski, Slobodan ; Zdravevski, Eftim ; Lameski, Petre ; Corizzo, Roberto; Pires, Ivan Miguel; Garcia, Nuno M.; Loncar-Turukalo, Tatjana; Trajkovikj, Vladimir | 9-Dec-2020 | Journal Article | |
| Literature on Wearable Technology for Connected Health: Scoping Review of Research Trends, Advances, and Barriers | Loncar-Turukalo, Tatjana; Zdravevski, Eftim ; Machado da Silva, José; Chouvarda, Ioanna; Trajkovikj, Vladimir | 2019 | ||
| Literature on wearable technology for connected health: scoping review of research trends, advances, and barriers | Loncar-Turukalo, Tatjana; Zdravevski, Eftim ; da Silva, José Machado; Chouvarda, Ioanna; Trajkovikj, Vladimir | 5-Sep-2019 | Article | |
| Literature Review on Artificial Intelligence Methods for Glaucoma Screening, Segmentation, and Classification | Camara, José; Neto, Alexandre; Pires, Ivan Miguel; Villasana, María Vanessa; Zdravevski, Eftim ; Cunha, António | 20-Jan-2022 | Journal Article |