Ana Madevska Bogdanova

Orcid: 0000-0002-0906-3548

According to our database1, Ana Madevska Bogdanova authored at least 42 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Game-based learning approach in computer science in primary education: A systematic review.
Entertain. Comput., January, 2024

Smart System for Real-time Monitoring of Vital Parameters.
Proceedings of the Eleventh Workshop on Software Quality Analysis, 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

Prediction of Oxygen Saturation from Graphene Respiratory Signals with PPG Trained DNN.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023
Smart generation of code tracing questions for assessment in introductory programming.
Comput. Appl. Eng. Educ., January, 2023

Implementation of the Time Series and the Convolutional Vision Transformers for Biological Signal Processing - Blood Pressure Estimation from Photoplethysmogram.
Proceedings of the ICT Innovations 2023. Learning: Humans, Theory, Machines, and Data, 2023

2022
Laser-Induced Graphene for Heartbeat Monitoring with HeartPy Analysis.
Sensors, 2022

Fast Cuffless Blood Pressure Classification with ECG and PPG signals using CNN-LSTM Models in Emergency Medicine.
Proceedings of the 45th Jubilee International Convention on Information, 2022

Machine learning based SpO2 prediction from PPG signal's characteristics features.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

Systematic Review of the published Explainable Educational Recommendation Systems.
Proceedings of the 20th International Conference on Information Technology Based Higher Education and Training, 2022

Novel Methodology for Improving the Generalization Capability of Chemo-Informatics Deep Learning Models.
Proceedings of the ICT Innovations 2022. Reshaping the Future Towards a New Normal, 2022

A Deep Learning Approach to Estimate SpO2 from PPG Signals.
Proceedings of the 9th International Conference on Bioinformatics Research and Applications, 2022

2021
Models for Detecting Frauds in Medical Insurance.
Proceedings of the ICT Innovations 2021. Digital Transformation, 2021

2020
Multi-level information fusion for learning a blood pressure predictive model using sensor data.
Inf. Fusion, 2020

Fine - Grained Image Classification Using Transfer Learning and Context Encoding.
Proceedings of the ICT Innovations 2020. Machine Learning and Applications, 2020

2019
What Clinics are Expecting From Data Scientists? A Review on Data Oriented Studies Through Qualitative and Quantitative Approaches.
IEEE Access, 2019

LoCLoP: Low-cost/Low-processing Power Methodology for Deriving Heart Rate and Respiratory Rate in Time-critical Domain.
Proceedings of the IEEE EUROCON 2019, 2019

Data-driven Autism Biomarkers Selection by using Signal Processing and Machine Learning Techniques.
Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018
Non-Invasive Blood Pressure Estimation from ECG Using Machine Learning Techniques.
Sensors, 2018

Real-time smart advisory health system.
Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018

Novel Data Processing Approach for Deriving Blood Pressure from ECG Only.
Proceedings of the ICT Innovations 2018. Engineering and Life Sciences, 2018

Medical Real-Time Data Analytics System Design Aspects, Reference Architecture and Evaluation.
Proceedings of the ICT Innovations 2018. Engineering and Life Sciences, 2018

ECG-derived Blood Pressure Classification using Complexity Analysis-based Machine Learning.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017
ICT-assisted personalized therapy and rehabilitation in urinary incontinence.
Proceedings of the 14th International Conference on Telecommunications, 2017

2016
Information System for Biosensors Data Exchange in Healthcare.
Proceedings of the ICT Innovations 2016, 2016

Improving the accuracy of the code complexity calculation for automatically generated tasks with programming codes.
Proceedings of the 2016 IEEE Global Engineering Education Conference, 2016

2015
Novel Connected Health Interoperable Layered (CHIL) Model.
Proceedings of the ICT Innovations 2015, 2015

Addressing Communication Security Issues in BAN Medical System: SIARS.
Proceedings of the Future Access Enablers for Ubiquitous and Intelligent Infrastructures, 2015

A new model for collaborative learning of programming using source code similarity detection.
Proceedings of the IEEE Global Engineering Education Conference, 2015

2014
Intelligent modelling for predicting students' final grades.
Proceedings of the 37th International Convention on Information and Communication Technology, 2014

Novel Methodology for CRC Biomarkers Detection with Leave-One-Out Bayesian Classification.
Proceedings of the ICT Innovations 2014, 2014

Intelligent student profiling for predicting e-Assessment outcomes.
Proceedings of the 2014 IEEE Global Engineering Education Conference, 2014

2013
A New Model for Semiautomatic Student Source Code Assessment.
J. Comput. Inf. Technol., 2013

Source code similarity detection by using data mining methods.
Proceedings of the ITI 2013 35th International Conference on Information Technology Interfaces, 2013

Gene Ontology Analysis of Colorectal Cancer Biomarkers Probed with Affymetrix and Illumina Microarrays.
Proceedings of the IJCCI 2013, 2013

Service - Oriented Architecture Model for Blood Type Analysis (Smart I (Eye) Advisory Rescue System) in Military Environment.
Proceedings of the ICT Innovations 2013, 2013

Bayesian Multiclass Classification of Gene Expression Colorectal Cancer Stages.
Proceedings of the ICT Innovations 2013, 2013

TEL in teaching and learning programming: international experience.
Proceedings of the Computer Systems and Technologies, 2013

2012
Recognition of Colorectal Carcinogenic Tissue with Gene Expression Analysis Using Bayesian Probability.
Proceedings of the ICT Innovations 2012, 2012

A novel algorithm for an image processing system in entomology.
Proceedings of the Balkan Conference in Informatics, 2012, 2012

2004
Probabilistic SVM outputs for pattern recognition using analytical geometry.
Neurocomputing, 2004

2000
A New Approach of Modifying SVM Outputs.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000


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