A New Approach of Modifying SVM Outputs. - Ana Madevska Bogdanova; Dragan Nikolik (IJCNN (6), 2000)

Probabilistic SVM outputs for pattern recognition using analytical geometry. - Ana Madevska Bogdanova; Dragan Nikolik; Leopold Curfs (Neurocomputing, 2004)

A novel algorithm for an image processing system in entomology. - Marjan Kindalov; Ana Madevska Bogdanova; Zarko Erakovic (BCI, 2012)

Recognition of Colorectal Carcinogenic Tissue with Gene Expression Analysis Using Bayesian Probability. - Monika Simjanoska; Ana Madevska Bogdanova; Zaneta Popeska (ICT Innovations, 2012)

TEL in teaching and learning programming: international experience. - Mirjana Ivanovic; Ana Madevska Bogdanova; Boris Milasinovic; Milos Savic 001; Klaus Bothe (CompSysTech, 2013)

Bayesian Multiclass Classification of Gene Expression Colorectal Cancer Stages. - Monika Simjanoska; Ana Madevska Bogdanova; Zaneta Popeska (ICT Innovations, 2013)

Service - Oriented Architecture Model for Blood Type Analysis (Smart I (Eye) Advisory Rescue System) in Military Environment. - Jurij F. Tasic; Ana Madevska Bogdanova; Jugoslav Achkoski; Aleksandar Glavinov (ICT Innovations, 2013)

Gene Ontology Analysis of Colorectal Cancer Biomarkers Probed with Affymetrix and Illumina Microarrays. - Monika Simjanoska; Ana Madevska Bogdanova; Sasho Panov (IJCCI, 2013)

Source code similarity detection by using data mining methods. - Emil Stankov; Mile Jovanov; Ana Madevska Bogdanova (ITI, 2013)

A New Model for Semiautomatic Student Source Code Assessment. - Emil Stankov; Mile Jovanov; Ana Madevska Bogdanova; Marjan Gusev (J. Comput. Inf. Technol., 2013)

Intelligent student profiling for predicting e-Assessment outcomes. - Monika Simjanoska; Marjan Gusev; Sasko Ristov; Ana Madevska Bogdanova (EDUCON, 2014)

Novel Methodology for CRC Biomarkers Detection with Leave-One-Out Bayesian Classification. - Monika Simjanoska; Ana Madevska Bogdanova (ICT Innovations, 2014)

Intelligent modelling for predicting students' final grades. - Monika Simjanoska; Marjan Gusev; Ana Madevska Bogdanova (MIPRO, 2014)

A new model for collaborative learning of programming using source code similarity detection. - Emil Stankov; Mile Jovanov; Bojan Kostadinov; Ana Madevska Bogdanova (EDUCON, 2015)

Addressing Communication Security Issues in BAN Medical System: SIARS. - Goce Stevanoski; Jugoslav Achkoski; Saso Koceski; Ana Madevska Bogdanova; Mitko Bogdanoski (FABULOUS, 2015)

Novel Connected Health Interoperable Layered (CHIL) Model. - Monika Simjanoska; Jugoslav Achkoski; Ana Madevska Bogdanova; Vladimir Trajkovik (ICT Innovations, 2015)

Improving the accuracy of the code complexity calculation for automatically generated tasks with programming codes. - Emil Stankov; Mile Jovanov; Jovan Andonov; Ana Madevska Bogdanova (EDUCON, 2016)

Information System for Biosensors Data Exchange in Healthcare. - Monika Simjanoska; Bojana Koteska; Magdalena Kostoska; Ana Madevska Bogdanova; Nevena Ackovska; Vladimir Trajkovik (ICT Innovations, 2016)

ICT-assisted personalized therapy and rehabilitation in urinary incontinence. - Kristina Drusany Staric; Petra Bukovec; Brian Caulfield 001; Ana Madevska Bogdanova; Hrvoje Belani (ConTEL, 2017)

ECG-derived Blood Pressure Classification using Complexity Analysis-based Machine Learning. - Monika Simjanoska; Martin Gjoreski; Ana Madevska Bogdanova; Bojana Koteska; Matjaz Gams; Jurij F. Tasic (HEALTHINF, 2018)

Medical Real-Time Data Analytics System Design Aspects, Reference Architecture and Evaluation. - Magdalena Kostoska; Monika Simjanoska; Bojana Koteska; Ana Madevska Bogdanova (ICT Innovations, 2018)

Novel Data Processing Approach for Deriving Blood Pressure from ECG Only. - Monika Simjanoska; Martin Gjoreski; Matjaz Gams; Ana Madevska Bogdanova (ICT Innovations, 2018)

Real-time smart advisory health system. - Magdalena Kostoska; Monika Simjanoska; Bojana Koteska; Ana Madevska Bogdanova (WIMS, 2018)

Non-Invasive Blood Pressure Estimation from ECG Using Machine Learning Techniques. - Monika Simjanoska; Martin Gjoreski; Matjaz Gams; Ana Madevska Bogdanova (Sensors, 2018)

Data-driven Autism Biomarkers Selection by using Signal Processing and Machine Learning Techniques. - Antonio Antovski; Stefani Kostadinovska; Monika Simjanoska; Tome Eftimov; Nevena Ackovska; Ana Madevska Bogdanova (BIOINFORMATICS, 2019)

LoCLoP: Low-cost/Low-processing Power Methodology for Deriving Heart Rate and Respiratory Rate in Time-critical Domain. - Monika Simjanoska; Bojana Koteska; Ana Madevska Bogdanova; Nevena Ackovska; Vladimir Trajkovik; Magdalena Kostoska; Fedor Lehocki (EUROCON, 2019)

What Clinics are Expecting From Data Scientists? A Review on Data Oriented Studies Through Qualitative and Quantitative Approaches. - Lina Xu; Monika Simjanoska; Bojana Koteska; Vladimir Trajkovik; Ana Madevska Bogdanova; Kristina Drusany Staric; Fedor Lehocki (IEEE Access, 2019)

Fine - Grained Image Classification Using Transfer Learning and Context Encoding. - Marko Markoski; Ana Madevska Bogdanova (ICT Innovations, 2020)

Multi-level information fusion for learning a blood pressure predictive model using sensor data. - Monika Simjanoska; Stefan Kochev; Jovan Tanevski; Ana Madevska Bogdanova; Gregor Papa; Tome Eftimov (Inf. Fusion, 2020)

Models for Detecting Frauds in Medical Insurance. - Hristina Mitrova; Ana Madevska Bogdanova (ICT Innovations, 2021)

A Deep Learning Approach to Estimate SpO2 from PPG Signals. - Bojana Koteska; Ana Madevska Bogdanova; Hristina Mitrova; Marija Sidorenko; Fedor Lehocki (ICBRA, 2022)

Novel Methodology for Improving the Generalization Capability of Chemo-Informatics Deep Learning Models. - Ljubinka Sandjakoska; Ana Madevska Bogdanova; Ljupcho Pejov (ICT Innovations, 2022)

Systematic Review of the published Explainable Educational Recommendation Systems. - Ivica Pesovski; Ana Madevska Bogdanova; Vladimir Trajkovik (ITHET, 2022)

Machine learning based SpO2 prediction from PPG signal's characteristics features. - Bojana Koteska; Hristina Mitrova; Ana Madevska Bogdanova; Fedor Lehocki (MeMeA, 2022)

Fast Cuffless Blood Pressure Classification with ECG and PPG signals using CNN-LSTM Models in Emergency Medicine. - Ivan Kuzmanov; Ana Madevska Bogdanova; Magdalena Kostoska; Nevena Ackovska (MIPRO, 2022)

Laser-Induced Graphene for Heartbeat Monitoring with HeartPy Analysis. - Teodora Vicentic; Milena Rasljic Rafajilovic; Stefan D. Ilic; Bojana Koteska; Ana Madevska Bogdanova; Igor A. Pasti; Fedor Lehocki; Marko Spasenovic (Sensors, 2022)

Implementation of the Time Series and the Convolutional Vision Transformers for Biological Signal Processing - Blood Pressure Estimation from Photoplethysmogram. - Ivan Kuzmanov; Nevena Ackovska; Fedor Lehocki; Ana Madevska Bogdanova (ICT Innovations, 2023)

Smart generation of code tracing questions for assessment in introductory programming. - Emil Stankov; Mile Jovanov; Ana Madevska Bogdanova (Comput. Appl. Eng. Educ., 2023)

Prediction of Oxygen Saturation from Graphene Respiratory Signals with PPG Trained DNN. - Bojana Koteska; Ana Madevska Bogdanova; Teodora Vicentic; Stefan D. Ilic; Miona Tomic; Marko Spasenovic (BIOSTEC (1), 2024)

Novel Methodology for Gaining New Insights Into the Pharmacological Mechanisms of Cannabis sativa and Alzheimer's Disease Through Signaling Pathway Analysis Using Bioinformatics Tools. - Filip Donev; Nevena Ackovska; Ana Madevska Bogdanova (ICT Innovations, 2024)

Blood Oxygen Saturation Estimation Using PPG Signals from the MIMIC-III Database. - Nenad Petrovikj; Bojana Mishkovska; Bojana Koteska; Ana Madevska Bogdanova (ICT Innovations, 2024)

PlayfulPeer Pedagogy: A Framework for Integrating Game-Based Learning and Peer Interaction in Primary Education. - Maja Videnovik; Tone Vold; Linda Kiønig; Ana Madevska Bogdanova; Vladimir Trajkovik (ITHET, 2024)

A Study on Appropriate Segment Length for Generalized Cuff-less Blood Pressure Estimation from ECG Features. - Ivan Kuzmanov; Eftim Zdravevski; Petre Lameski; Biljana Risteska Stojkoska; Ana Madevska Bogdanova (MIPRO, 2024)

Smart System for Real-time Monitoring of Vital Parameters. - Richard Bagín; Bojana Koteska; Magdalena Kostoska; Nevena Ackovska; Anastas Mishev; Ana Madevska Bogdanova; Milan Tysler (SQAMIA, 2024)

Game-based learning approach in computer science in primary education: A systematic review. - Maja Videnovik; Ana Madevska Bogdanova; Vladimir Trajkovik (Entertain. Comput., 2024)

Using Peer-Learning and Game-Based Instruction for Achieving Long-Lasting Knowledge of Cybersecurity in Primary Schools. - Maja Videnovik; Vladimir Trajkovik; Tone Vold; Linda Kiønig; Ana Madevska Bogdanova; Sonja Filiposka (IEEE Access, 2025)