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PreviewTitleAuthor(s)Issue DateType
2.2. 4 Applications of Deep Learning Based Semantic Segmentation of ImagesLameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea ; Chorbev, Ivan; Trajkovikj, Vladimir2022Article
Activities of Daily Living and Environment Recognition Using Mobile Devices: A Comparative StudyFerreira, José M.; Pires, Ivan Miguel; Marques, Gonçalo; García, Nuno M.; Zdravevski, Eftim ; Lameski, Petre ; Flórez-Revuelta, Francisco; Spinsante, Susanna; Xu, Lina18-Jan-2020
Activities of daily living and environment recognition using mobile devices: a comparative studyFerreira, José M; Pires, Ivan Miguel; Marques, Gonçalo; Garcia, Nuno M; Zdravevski, Eftim ; Lameski, Petre ; Flórez-Revuelta, Francisco; Spinsante, Susanna; Xu, Lina18-Jan-2020Article
Activities of daily living with motion: A dataset with accelerometer, magnetometer and gyroscope data from mobile devicesPires, Ivan Miguel; Garcia, Nuno M; Zdravevski, Eftim ; Lameski, Petre Dec-2020Journal Article
Addressing Privacy and Security in Connected Health with Fog ComputingDimitrievski, Ace; Zdravevski, Eftim ; Lameski, Petre ; Trajkovikj, Vladmir25-Sep-2019Proceedings
Aerial Scene Classification through Fine-Tuning with Adaptive Learning Rates and Label SmoothingPetrovska, Biserka; Atanasova-Pacemska, Tatjana; Corizzo, Roberto; Mignone, Paolo; Lameski, Petre ; Zdravevski, Eftim 21-Aug-2020Journal Article
Aging at Work: A Review of Recent Trends and Future DirectionsBarakovic Husic, Jasmina; Melero, Francisco José; Barakovic, Sabina; Lameski, Petre ; Zdravevski, Eftim ; Maresova, Petra; Krejcar, Ondrej; CHorbev, Ivan ; Garcia, Nuno M; Trajkovikj, Vladimir 2020Journal Article
Air pollution data: A dataset gathered through a crowd sensing platformTemkov, Slave; Chavkovski, Panche; Lameski, Petre ; Zdravevski, Eftim ; Herzog A., Michael ; Trajkovikj, Vladimir 14-Jan-2015Dataset
Air Pollution Prediction with Multi-Modal Data and Deep Neural NetworksKalajdjieski, Jovan; Zdravevski, Eftim ; Corizzo, Roberto; Lameski, Petre ; Kalajdziski, Slobodan ; Pires, Ivan Miguel; Garcia, Nuno M.; Trajkovikj, Vladimir 18-Dec-2020Journal Article
Algorithms for automated diagnosis of cardiovascular diseases based on ECG data: A comprehensive systematic reviewVitaliyivna 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 Miguel1-Feb-2023Journal Article
Application of bci technology for color prediction using brainwavesAngelovski, Martin; Lameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea Sep-2012Proceedings
Application of machine learning and time-series analysis for air pollution predictionStojov, Vladimir; Koteli, Nikola; Lameski, Petre ; Zdravevski, Eftim Apr-2018Proceeding article
Application of russian language phonemics to generate macedonian speech recognition model using sphinxMingov, Riste; Zdravevski, Eftim ; Lameski, Petre Sep-2016Proceeding article
Approaches and Opportunities of Using Machine Learning Methods in Telecommunications and Industry 4.0Cvitić, Ivan; Jevremovic, Aleksandar; Lameski, Petre 13-Oct-2023Journal Article
Architecture for Collecting and Analysing Data from Sensor DevicesJankova, Dona; Andova, Ivona; Bajrami, Merxhan; Vrangalovski, Martin; Ilijoski, Bojan ; Lameski, Petre ; Trojachanec Dineva, Katarina29-Sep-2022Proceedings
Architecture for wireless sensor and actor networks control and data acquisitionLameski, Petre ; Zdravevski, Eftim ; Kulakov, Andrea ; Davchev, Dancho 27-Jun-2011Proceeding article
Are central-zone restaurants better for consumers?-An analytical approachMarkoski, Filip; Basnarkov, Lasko ; Stojkoska, Biljana ; Lameski, Petre ; Zdravevski, Eftim 15-Dec-2021Proceedings
Are central-zone restaurants better for consumers?-An analytical approachMarkoski, Filip; Basnarkov, Lasko ; Risteska Stojkoska, Biljana; Lameski, Petre ; Zdravevski, Eftim 15-Dec-2021Proceeding article
Automatic feature engineering for prediction of dangerous seismic activities in coal minesZdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea 11-Sep-2016Proceeding article
Automating Feature Extraction from Entity-Relation Models: Experimental Evaluation of Machine Learning Methods for Relational LearningStanoev, Boris; Mitrov, Goran; Kulakov, Andrea ; Mirceva, Georgina ; Lameski, Petre ; Zdravevski, Eftim 1-Apr-2024Journal Article
Automating Feature Extraction from Entity-Relation Models: Experimental Evaluation of Machine Learning Methods for Relational LearningStanoev, 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 impressionsVidenovik, Maja; Zdravevski, Eftim ; Lameski, Petre ; Trajkovikj, Vladmir26-Apr-2018Proceeding article
Benchmarking OpenAI’s APIs and other Large Language Models for Repeatable and Efficient Question Answering Across Multiple DocumentsFilipovska, Elena; Mladenovska, Ana; Bajrami, Merxhan; Dobreva, Jovana; Hillman, Velislava; Lameski, Petre ; Zdravevski, Eftim 8-Sep-2024Proceedings
Blended REsearch on Air pollution using TecHnical and Educational solutions - CleanBREATHEBeatz, Victoria; Lameski, Petre ; A. Herzog, Michael; Trajkovikj, Vladmir2022Proceedings
Can the Eight Hop Test Be Measured with Sensors? A Systematic ReviewPimenta, Luís; Garcia, Nuno M; Zdravevski, Eftim ; Chorbev, Ivan; Trajkovikj, Vladimir ; Lameski, Petre ; Albuquerque, Carlos; Pires, Ivan Miguel8-May-2022Journal Article
Challenges in data collection in real-world environments for activity recognitionLameski, Petre ; Dimitrievski, Ace; Zdravevski, Eftim ; Trajkovikj, Vladmir; Koceski, Saso1-Jul-2019Proceeding article
The CHARME" Advanced Big Data Training School for Life Sciences": an example of good practices for training on current bioinformatics challengesHoang, 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 , Marta5-Feb-2019Article
Cloud based Data Acquisition and Annotation Architecture for Weed ControlLameski, Petre ; Zdravevski, Eftim ; Trajkovikj, Vladimir ; Kulakov, Andrea Apr-2018Proceedings
Cloud-based architecture for automated weed controlLameski, Petre ; Zdravevski, Eftim ; Trajkovikj, Vladimir ; Kulakov, Andrea 6-Jul-2017Proceeding article
Cloud-based recognition of complex activities for ambient assisted living in smart homes with non-invasive sensorsZdravevska, Aleksandra; Dimitrievski, Ace; Lameski, Petre ; Zdravevski, Eftim ; Trajkovikj, Vladimir 6-Jul-2017Proceeding article
Cluster-size optimization within a cloud-based ETL framework for Big DataZdravevski, Eftim ; Lameski, Petre ; Dimitrievski, Ace; Grzegorowski, Marek; Apanowicz, Cas9-Dec-2019Proceeding article
Comparison Of Rectangular Matrix Multiplication With And Without Border ConditionsFiliposka, Sonja ; Lameski, Petre ; Mishkovski, Igor ; Djinevski, Leonid; Trajanov, Dimitar Apr-2013Proceedings
A Comprehensive Analysis of LayoutLM and Donut for Document ClassificationBajrami, Merxhan; Zdravevski, Eftim ; Lameski, Petre ; Stojkoska, Biljana Jul-2023Proceeding article
Computer-aided detection of melanoma a case studyLameski, Petre ; Zdravevski, Eftim ; Kalajdziski, Slobodan ; Trajkova, Vesna; Hadzieva, Elena 2018Proceeding article
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 Miguel1-Apr-2023Journal Article
Cost optimization for big data workloads based on dynamic scheduling and cluster-size tuningGrzegorowski, Marek; Zdravevski, Eftim ; Janusz, Andrzej; Lameski, Petre ; Apanowicz, Cas; Ślęzak, Dominik15-Jul-2021Article
Cost optimization for big data workloads based on dynamic scheduling and cluster-size tuningGrzegorowski, Marek; Zdravevski, Eftim ; Janusz, Andrzej; Lameski, Petre ; Apanowicz, Cas; Ślęzak, Dominik15-Jul-2021Article
CoviHealth: A pilot study with teenagers in schools of Centre of PortugalVanessa Villasana, María; Miguel Pires, Ivan; Sá, Juliana; M Garcia, Nuno; Zdravevski, Eftim ; Chorbev, Ivan; Lameski, Petre 3-Dec-2020Proceedings
CoviHealth: A pilot study with teenagers in schools of Centre of PortugalVillasana, María Vanessa; Pires, Ivan Miguel; Sá, Juliana; Garcia, Nuno M; Zdravevski, Eftim ; Chorbev, Ivan; Lameski, Petre 3-Dec-2020Proceedings
Daily motionless activities: A dataset with accelerometer, magnetometer, gyroscope, environment, and GPS dataPires, Ivan Miguel; Garcia, Nuno M; Zdravevski, Eftim ; Lameski, Petre 25-Mar-2022Journal Article
Deep Learning for Feature Extraction in Remote Sensing: A Case-Study of Aerial Scene ClassificationPetrovska, Biserka; Zdravevski, Eftim ; Lameski, Petre ; Corizzo, Roberto; Štajduhar, Ivan; Lerga, Jonatan14-Jul-2020Journal Article
Deep Learning Methods for Bug Bite Classification: An End-to-End SystemIlijoski, Bojan ; Trojachanec Dineva, Katarina; Tojtovska Ribarski, Biljana; Petrov, Petar; Mladenovska, Teodora; Trajanoska, Milena; Gjorshoska, Ivana; Lameski, Petre 2023Article
Deep Learning Methods for Bug Bite Classification: An End-to-End SystemIlijoski, Bojan ; Trojachanec Dineva, Katarina; Tojtovska Ribarski, Biljana; Petrov, Petar; Mladenovska, Teodora; Trajanoska, Milena; Gjorshoska, Ivana; Lameski, Petre 21-Apr-2023Article
Digital Shift: Assessment of Mental States Through Passive Mobile SensingKrajchevska, Evgenija; Petreska, Nina; Handjiski, Ognen; Andovska, Sandra; Ilijoski, Bojan ; Lameski, Petre ; Ribarski, Panche ; Tojtovska, Biljana 2022Book chapter
DocSplitAI: A Deep Learning Approach for Document Segmentation in Large PDFsBajrami, Merxhan; Kulakov, Andrea ; Gaissmaier, Yvonne; Lameski, Petre Jul-2023Proceeding article
Experimental Study on Wound Area Measurement with Mobile DevicesFerreira, 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-2021Article
Exploration into Deep Learning Text Generation Architectures for Dense Image CaptioningToshevska, Martina; Lameski, Petre ; Stojanovska, Frosina; Zdravevski, Eftim ; Gievska, Sonja 6-Sep-2020Proceeding article
Explorations into Deep Learning Text Architectures for Dense Image CaptioningToshevska, Martina ; Stojanovska, Frosina ; Zdravevski, Eftim ; Lameski, Petre ; Gievska, Sonja Sep-2020Article
Extraction of notable points from ECG data: A description of a dataset related to 30-s seated and 30-s stand upDuarte, 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 MiguelFeb-2023Article
Facilitating privacy-preserving activity recognition in age-friendly environments through low-power devicesDimitrievski, Ace; Zdravevski, Eftim ; Lameski, Petre ; Trajkovikj, Vladmir2022Article
Feature Ranking Based on Information Gain for Large Classification Problems with MapReduceZdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea ; Jakimovski, Boro ; Filiposka, Sonja ; Trajanov, Dimitar Aug-2015Article
Feature selection and allocation to diverse subsets for multi-label learning problems with large datasetsZdravevski, Eftim ; Lameski, Petre ; Kulakov, Andrea ; Gjorgjevikj, Dejan7-Sep-2014Proceeding article
Fintech and Artificial Intelligence in Finance-Towards a transparent financialindustry”(FinAI) CA19130Petrovska, Biserka; Atanasova-Pacemska, Tatjana; Corizzo, Roberto; Mignone, Paolo; Lameski, Petre ; Zdravevski, Eftim 14-Sep-2020Article
Fog Computing for Personal Health PrinciplesDimitrievski, Ace; Zdravevski, Eftim ; Lameski, Petre ; Goleva, Rossitza; Koceski, Saso; Trajkovikj, Vladimir 5-Oct-2018Proceeding article
Forecasting air pollution with deep learning with a focus on impact of urban traffic on PM10 and noise pollutionKostadinov, Martin; Zdravevski, Eftim ; Lameski, Petre ; Coelho, Paulo Jorge; Stojkoska, Biljana ; Herzog, Michael A; Trajkovik, Vladimir2024
Forecasting air pollution with deep learning with a focus on impact of urban traffic on PM10 and noise pollutionKostadinov, Martin; Zdravevski, Eftim ; Lameski, Petre ; Coelho, Paulo Jorge; Stojkoska, Biljana ; Herzog, Michael A; Trajkovik, Vladimir2024
From Big Data to business analytics: The case study of churn predictionZdravevski, Eftim ; Lameski, Petre ; Apanowicz, Cas; Ślȩzak, DominikMay-2020
From Big Data to business analytics: The case study of churn predictionZdravevski, Eftim ; Lameski, Petre ; Apanowicz, Cas; Ślȩzak, Dominik1-May-2020Article
GAN-Based Image Colorization for Self-Supervised Visual Feature LearningGievska, Sonja ; Treneska, Sandra; Zdravevski, Eftim ; Pires, Ivan Miguel; Lameski, Petre 18-Feb-2022Article
Health–Related ICT Solutions of Smart Environments for Elderly–Systematic ReviewMaresova, Petra; Krejcar, Ondrej; Barakovic, Sabina; Barakovic Husic, Jasmina; Lameski, Petre ; Zdravevski, Eftim ; CHorbev, Ivan ; Trajkovikj, Vladimir 2020Journal Article
Homogeneous Data Normalization and Deep Learning: A Case Study in Human Activity ClassificationPires, Ivan Miguel; Hussain, Faisal; M. Garcia, Nuno M.; Lameski, Petre ; Zdravevski, Eftim 10-Nov-2020Journal Article
Identification of Daily Activites and Environments Based on the AdaBoost Method Using Mobile Device Data: A Systematic ReviewFerreira, José M.; Pires, Ivan Miguel; Marques, Gonçalo; Garcia, Nuno M.; Zdravevski, Eftim ; Lameski, Petre ; Flórez-Revuelta, Francisco; Spinsante, Susanna20-Jan-2020
Identification of daily activites and environments based on the adaboost method using mobile device data: A systematic reviewFerreira, José M; Pires, Ivan Miguel; Marques, Gonçalo; Zdravevski, Eftim ; Lameski, Petre ; Garcia, Nuno M; Flórez-Revuelta, Francisco; Spinsante, Susanna20-Jan-2020Article
Importance of Personalized Health-Care Models: A Case Study in Activity RecognitionZdravevski, Eftim ; Lameski, Petre ; Trajkovikj, Vladimir ; Pombo, Nuno; Garcia, Nuno1-Jan-2018Article
Improving Activity Recognition Accuracy in Ambient-Assisted Living Systems by Automated Feature EngineeringZdravevski, Eftim ; Lameski, Petre ; Trajkovikj, Vladimir ; Kulakov, Andrea ; CHorbev, Ivan ; Goleva, Rossitza; Pombo, Nuno; Garcia, Nuno2017
Improving activity recognition accuracy in ambient-assisted living systems by automated feature engineeringZdravevski, Eftim ; Lameski, Petre ; Trajkovikj, Vladimir ; Kulakov, Andrea ; Chorbev, Ivan; Goleva, Rossitza; Pombo, Nuno; Garcia, Nuno21-Mar-2017Article
Indoor and outdoor environmental data: A dataset with acoustic data acquired by the microphone embedded on mobile devicesPires, Ivan Miguel; Garcia, Nuno M; Zdravevski, Eftim ; Lameski, Petre 1-Jun-2021Journal Article
Knowledge-Based Approach to Modeling Urban DynamicsGievska, Sonja ; Lameski, Petre 9-Jul-2017Proceeding article
Literature on Applied Machine Learning in Metagenomic Classification: A Scoping ReviewTonkovic, Petar; Kalajdziski, Slobodan ; Zdravevski, Eftim ; Lameski, Petre ; Corizzo, Roberto; Pires, Ivan Miguel; Garcia, Nuno M.; Loncar-Turukalo, Tatjana; Trajkovikj, Vladimir 9-Dec-2020Journal Article
Machine Learning Techniques with ECG and EEG Data: An Exploratory StudyPonciano, Vasco; Pires, Ivan Miguel; Ribeiro, Fernando Reinaldo; Garcia, Nuno M.; Villasana, María Vanessa; Zdravevski, Eftim ; Lameski, Petre 29-Jun-2020Journal Article
Showing results 1 to 70 of 124  next >