Monika Simjanoska

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 30

Top Topics

Bayesian Classification

Translation Model

Top Venues

ICT Innovations

Publications

Milena Trajanoska, Viktorija Mijalcheva, Monika Simjanoska
Explainable Machine Learning Unveils Novel Insights into Breast Cancer Metastases Sites Bio-Markers. ICT Innovations (2023)
Blagica Penkova, Maja Mitreska, Kiril Ristov, Kostadin Mishev, Monika Simjanoska
Learning Translation Model to Translate Croatian Dialects to Modern Croatian Language. MIPRO (2023)
Martin Mishev, Blagica Penkova, Maja Mitreska, Magdalena Kostoska, Ana Todorovska, Monika Simjanoska, Kostadin Mishev
MakedonASRDataset - A Dataset for Speech Recognition in the Macedonian Language. ICT Innovations (2023)
Konstantin Bogdanoski, Kostadin Mishev, Monika Simjanoska, Dimitar Trajanov
Exploring ASR Models in Low-Resource Languages: Use-Case the Macedonian Language. DeLTA (2023)
Maja Mitreska, Kostadin Mishev, Monika Simjanoska
NLP-based Typo Correction Model for Croatian Language. MIPRO (2022)
Maja Mitreska, Tashko Pavlov, Kostadin Mishev, Monika Simjanoska
xAMR: Cross-lingual AMR End-to-End Pipeline. DeLTA (2022)
Jovana Dobreva, Tashko Pavlov, Kostadin Mishev, Monika Simjanoska, Stojancho Tudzarski, Dimitar Trajanov, Ljupcho Kocarev
MACEDONIZER - The Macedonian Transformer Language Model. ICT Innovations (2022)
Teodora Gerasimoska, Milka Ljoncheva, Monika Simjanoska
MSL-ST: Development of Mass Spectral Library Search Tool to Enhance Compound Identification. BIOINFORMATICS (2021)
Angela Kralevska, Marija Velichkovska, Viktor Cicimov, Tome Eftimov, Monika Simjanoska
Finding Potential Inhibitors of COVID-19. BIOINFORMATICS (2021)
Kostadin Mishev, Aleksandra Karovska Ristovska, Olivera Rashikj-Canevska, Monika Simjanoska
Assistive e-Learning Software Modules to Aid Education Process of Students with Visual and Hearing Impairment: A Case Study in North Macedonia. ICT Innovations (2021)
Gjorgji Noveski, Tome Eftimov, Kostadin Mishev, Monika Simjanoska
Data-Driven Intelligence System for General Recommendations of Deep Learning Architectures. IEEE Access 9 (2021)
Monika Simjanoska, Stefan Kochev, Jovan Tanevski, Ana Madevska Bogdanova, Gregor Papa, Tome Eftimov
Multi-level information fusion for learning a blood pressure predictive model using sensor data. Inf. Fusion 58 (2020)
Marjan Gusev, Lidija Poposka, Gjoko Spasevski, Magdalena Kostoska, Bojana Koteska, Monika Simjanoska, Nevena Ackovska, Aleksandar Stojmenski, Jurij F. Tasic, Janez Trontelj
Noninvasive Glucose Measurement Using Machine Learning and Neural Network Methods and Correlation with Heart Rate Variability. J. Sensors 2020 (2020)
Stefani Kostadinovska, Slobodan Kalajdziski, Monika Simjanoska
Gene Co-expression Analysis for Lung Cancer Biomarkers Detection. BIOINFORMATICS (2020)
Marjan Gushev, Lidija Poposka, E. Guseva, Magdalena Kostoska, Bojana Koteska, Monika Simjanoska, Nevena Ackovska, Aleksandar Stojmenski
Trends from Minimally Invasive to Non-invasive Glucose Measurements. MIPRO (2020)
Stefan Kochev, Neven Stevchev, Svetlana Kocheva, Tome Eftimov, Monika Simjanoska
A Novel Approach for Modelling the Relationship between Blood Pressure and ECG by using Time-series Feature Extraction. BIOSIGNALS (2020)
Lina Xu, Monika Simjanoska, Bojana Koteska, Vladimir Trajkovik, Ana Madevska Bogdanova, Kristina Drusany Staric, Fedor Lehocki
What Clinics are Expecting From Data Scientists? A Review on Data Oriented Studies Through Qualitative and Quantitative Approaches. IEEE Access 7 (2019)
Monika Simjanoska, Gregor Papa, Barbara Korousic-Seljak, Tome Eftimov
ECGpp: A Framework for Selecting the Pre-processing Parameters of ECG Signals Used for Blood Pressure Classification. BIOSTEC (Selected Papers) (2019)
Bojana Koteska, Monika Simjanoska, Ivana Jacheva, Frosina Krsteska, Anastas Mishev
Unit and Performance Testing of Scientific Software Using MATLAB. SQAMIA (2019)
Monika Simjanoska, Bojana Koteska, Ana Madevska Bogdanova, Nevena Ackovska, Vladimir Trajkovik, Magdalena Kostoska, Fedor Lehocki
LoCLoP: Low-cost/Low-processing Power Methodology for Deriving Heart Rate and Respiratory Rate in Time-critical Domain. EUROCON (2019)
Antonio Antovski, Stefani Kostadinovska, Monika Simjanoska, Tome Eftimov, Nevena Ackovska, Ana Madevska Bogdanova
Data-driven Autism Biomarkers Selection by using Signal Processing and Machine Learning Techniques. BIOINFORMATICS (2019)
Monika Simjanoska, Gregor Papa, Barbara Korousic-Seljak, Tome Eftimov
Comparing Different Settings of Parameters Needed for Pre-processing of ECG Signals used for Blood Pressure Classification. BIOSIGNALS (2019)
Bojana Koteska, Monika Simjanoska, Anastas Mishev
Quantitative Quality Analysis of Scientific Software - Case Study. SQAMIA (2018)
Monika Simjanoska, Martin Gjoreski, Matjaz Gams, Ana Madevska Bogdanova
Non-Invasive Blood Pressure Estimation from ECG Using Machine Learning Techniques. Sensors 18 (4) (2018)
Monika Simjanoska, Martin Gjoreski, Matjaz Gams, Ana Madevska Bogdanova
Novel Data Processing Approach for Deriving Blood Pressure from ECG Only. ICT Innovations (2018)
Monika Simjanoska, Martin Gjoreski, Ana Madevska Bogdanova, Bojana Koteska, Matjaz Gams, Jurij F. Tasic
ECG-derived Blood Pressure Classification using Complexity Analysis-based Machine Learning. HEALTHINF (2018)
Magdalena Kostoska, Monika Simjanoska, Bojana Koteska, Ana Madevska Bogdanova
Medical Real-Time Data Analytics System Design Aspects, Reference Architecture and Evaluation. ICT Innovations (2018)
Magdalena Kostoska, Monika Simjanoska, Bojana Koteska, Ana Madevska Bogdanova
Real-time smart advisory health system. WIMS (2018)
Martin Gjoreski, Monika Simjanoska, Anton Gradisek, Ana Peterlin, Matjaz Gams, Gregor Poglajen
Chronic Heart Failure Detection from Heart Sounds Using a Stack of Machine-Learning Classifiers. Intelligent Environments (2017)
Monika Simjanoska, Bojana Koteska, Magdalena Kostoska, Ana Madevska Bogdanova, Nevena Ackovska, Vladimir Trajkovik
Information System for Biosensors Data Exchange in Healthcare. ICT Innovations (2016)
Monika Simjanoska, Sasko Ristov, Marjan Gusev, Goran Velkoski
PPMaaS: performance-based pricing model as a service. Int. J. Reason. based Intell. Syst. 7 (1/2) (2015)
Monika Simjanoska, Jugoslav Achkoski, Ana Madevska Bogdanova, Vladimir Trajkovik
Novel Connected Health Interoperable Layered (CHIL) Model. ICT Innovations (2015)
Monika Simjanoska, Marjan Gusev, Sasko Ristov, Ana Madevska Bogdanova
Intelligent student profiling for predicting e-Assessment outcomes. EDUCON (2014)
Monika Simjanoska, Marjan Gusev, Ana Madevska Bogdanova
Intelligent modelling for predicting students' final grades. MIPRO (2014)
Monika Simjanoska, Sasko Ristov, Marjan Gusev
Generative Modelling and Classification of Students' E-Learning and E-Assessment Results. CICSyN (2014)
Monika Simjanoska, Ana Madevska Bogdanova
Novel Methodology for CRC Biomarkers Detection with Leave-One-Out Bayesian Classification. ICT Innovations (2014)
Monika Simjanoska, Sasko Ristov, Goran Velkoski, Marjan Gusev
L3B: Low level load balancer in the cloud. EUROCON (2013)
Monika Simjanoska, Ana Madevska Bogdanova, Sasho Panov
Gene Ontology Analysis of Colorectal Cancer Biomarkers Probed with Affymetrix and Illumina Microarrays. IJCCI (2013)
Monika Simjanoska, Goran Velkoski, Sasko Ristov, Marjan Gusev
Does the performance scale the same as the cost in the cloud. ITI (2013)
Monika Simjanoska, Marjan Gusev, Sasko Ristov, Goran Velkoski
Scaling the Performance and Cost for Elastic Cloud Web Services. J. Comput. Inf. Technol. 21 (2) (2013)
Goran Velkoski, Monika Simjanoska, Sasko Ristov, Marjan Gusev
CPU utilization in a multitenant cloud. EUROCON (2013)
Monika Simjanoska, Ana Madevska Bogdanova, Zaneta Popeska
Bayesian Multiclass Classification of Gene Expression Colorectal Cancer Stages. ICT Innovations (2013)
Marjan Gusev, Sasko Ristov, Goran Velkoski, Monika Simjanoska
Optimal Resource Allocation to Host Web Services in Cloud. IEEE CLOUD (2013)
Monika Simjanoska, Ana Madevska Bogdanova, Zaneta Popeska
Recognition of Colorectal Carcinogenic Tissue with Gene Expression Analysis Using Bayesian Probability. ICT Innovations (2012)