Eftim Zdravevski

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Petre LameskiFaculty of Computer Sciecne and Engineering, Ss Cyril and Methodius UniversityCorreu electrònic verificat a finki.ukim.mk
Ivan Miguel PiresResearcher, Instituto de Telecomunicações and Professor, ESTGA - Universidade de AveiroCorreu electrònic verificat a ua.pt
Nuno M. GarciaFull Professor of Biomedical EngineeringCorreu electrònic verificat a ciencias.ulisboa.pt
Vladimir TrajkovikFaculty of Computer Sc. and Engineering, Ss. Cyril and Methodius University (in Skopje) MacedoniiaCorreu electrònic verificat a finki.ukim.mk
Andrea KulakovFaculty of Computer Science and Engineering, University Ss. Cyril and Methodius, Skopje, MacedoniaCorreu electrònic verificat a finki.ukim.mk
Ivan ChorbevSs. Cyril and Methodius University in Skopje, Faculty of Computer Science and Engineering, DeanCorreu electrònic verificat a finki.ukim.mk
Francisco Florez-Revuelta (ORCID: 00...Professor, Universidad de Alicante (RoR:05t8bcz72), SpainCorreu electrònic verificat a ua.es
Nuno PomboUniversidade da Beira InteriorCorreu electrònic verificat a di.ubi.pt
Susanna SpinsanteAssociate Professor, Marche Polytechnic UniversityCorreu electrònic verificat a staff.univpm.it
Roberto CorizzoAmerican UniversityCorreu electrònic verificat a american.edu
Gonçalo MarquesPolytechnic Institute of Coimbra, ESTGOH, Rua General Santos Costa, 3400-124 Oliveira do HospitalCorreu electrònic verificat a estgoh.ipc.pt
Rossitza GolevaAssistant ProfessorCorreu electrònic verificat a nbu.bg
vasco PoncianoMaster Engineer R&D Unit in Digital Services, Applications and Content, Polytechnic Institute ofCorreu electrònic verificat a ipcbcampus.pt
Norberto Jorge GoncalvesUniversidade de Trás-os-Montes e Alto DouroCorreu electrònic verificat a utad.pt
Paulo Jorge CoelhoAdjunct Professor @ IPLeiria; Researcher @ INESC CoimbraCorreu electrònic verificat a ipleiria.pt
Faisal HussainSr. Research Officer, Al-Khawarizmi Institute of Computer Science, UET Lahore, PakistanCorreu electrònic verificat a kics.edu.pk
Saso KoceskiFaculty of Computer Science, Goce Delcev University, Stip, NorthCorreu electrònic verificat a ugd.edu.mk
Dimitar TrajanovProf.@ Ss. Cyril and Methodius University in Skopje & Visiting Research Prof.@ Boston University, USCorreu electrònic verificat a finki.ukim.mk
Slobodan KalajdziskiSs. Cyril and Methodius University, Faculty of Computer Science and Engineering, Skopje, NorthCorreu electrònic verificat a finki.ukim.mk
sonja gievskaProfessor of Computer Science, University of Ss. Cyril and MethodiusCorreu electrònic verificat a finki.ukim.mk

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Eftim Zdravevski

Faculty of Computer Science and Engineering, University Ss. Cyril and Methodius, Skopje, Macedonia

Correu electrònic verificat a finki.ukim.mk

Big Data data mining machine learning deep learning feature engineering


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Applications of machine learning in human microbiome studies: a review on feature selection, biomarker identification, disease prediction and treatment LJ Marcos-Zambrano, K Karaduzovic-Hadziabdic, T Loncar Turukalo, ... Frontiers in microbiology 12, 634511, 2021	292	2021
Literature on wearable technology for connected health: scoping review of research trends, advances, and barriers T Loncar-Turukalo, E Zdravevski, JM da Silva, I Chouvarda, V Trajkovik Journal of medical Internet research 21 (9), e14017, 2019	244	2019
A framework for malicious traffic detection in IoT healthcare environment F Hussain, SG Abbas, GA Shah, IM Pires, UU Fayyaz, F Shahzad, ... Sensors 21 (9), 3025, 2021	204	2021
Improving activity recognition accuracy in ambient-assisted living systems by automated feature engineering E Zdravevski, P Lameski, V Trajkovik, A Kulakov, I Chorbev, R Goleva, ... Ieee Access 5, 5262-5280, 2017	200	2017
SVM parameter tuning with grid search and its impact on reduction of model over-fitting P Lameski, E Zdravevski, R Mingov, A Kulakov Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 15th …, 2015	125	2015
Deep learning for feature extraction in remote sensing: A case-study of aerial scene classification B Petrovska, E Zdravevski, P Lameski, R Corizzo, I Štajduhar, J Lerga Sensors 20 (14), 3906, 2020	112	2020
Air pollution prediction with multi-modal data and deep neural networks J Kalajdjieski, E Zdravevski, R Corizzo, P Lameski, S Kalajdziski, IM Pires, ... Remote Sensing 12 (24), 4142, 2020	98	2020
Weed detection dataset with RGB images taken under variable light conditions P Lameski, E Zdravevski, V Trajkovik, A Kulakov ICT Innovations 2017: Data-Driven Innovation. 9th International Conference …, 2017	96	2017
Technological solutions for older people with Alzheimer's disease P Maresova, S Tomsone, P Lameski, J Madureira, A Mendes, ... Current Alzheimer Research 15 (10), 975-983, 2018	82	2018
From Big Data to business analytics: The case study of churn prediction E Zdravevski, P Lameski, C Apanowicz, D Ślȩzak Applied Soft Computing 90, 106164, 2020	72	2020
Scalable auto-encoders for gravitational waves detection from time series data R Corizzo, M Ceci, E Zdravevski, N Japkowicz Expert Systems with Applications 151, 113378, 2020	63	2020
Pattern recognition techniques for the identification of activities of daily living using a mobile device accelerometer IM Pires, G Marques, NM Garcia, F Flórez-Revuelta, ... Electronics 9 (3), 509, 2020	62	2020
Automation in systematic, scoping and rapid reviews by an NLP toolkit: a case study in enhanced living environments E Zdravevski, P Lameski, V Trajkovik, I Chorbev, R Goleva, N Pombo, ... Enhanced living environments: algorithms, architectures, platforms, and …, 2019	59	2019
Rural healthcare IoT architecture based on low-energy LoRa A Dimitrievski, S Filiposka, FJ Melero, E Zdravevski, P Lameski, IM Pires, ... International journal of environmental research and public health 18 (14), 7660, 2021	55	2021
Automatic machine-learning based identification of jogging periods from accelerometer measurements of adolescents under field conditions E Zdravevski, B Risteska Stojkoska, M Standl, H Schulz PloS one 12 (9), e0184216, 2017	55	2017
Homogeneous data normalization and deep learning: A case study in human activity classification IM Pires, F Hussain, NM Garcia, P Lameski, E Zdravevski Future Internet 12 (11), 194, 2020	48	2020
Robust histogram-based feature engineering of time series data E Zdravevski, P Lameski, R Mingov, A Kulakov, D Gjorgjevikj 2015 Federated Conference on Computer Science and Information Systems …, 2015	48	2015
Ambient assisted living: scoping review of artificial intelligence models, domains, technology, and concerns M Jovanovic, G Mitrov, E Zdravevski, P Lameski, S Colantonio, M Kampel, ... Journal of Medical Internet Research 24 (11), e36553, 2022	47	2022
System for Prediction of the Winner in a Sports Game E Zdravevski, A Kulakov International conference on ICT innovations, 55-63, 2009	47	2009
Aerial scene classification through fine-tuning with adaptive learning rates and label smoothing B Petrovska, T Atanasova-Pacemska, R Corizzo, P Mignone, P Lameski, ... Applied Sciences 10 (17), 5792, 2020	45	2020

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