Monika Simjanoska

46 papers B 1C 2Journal 7Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Drug Repurposing for COVID-19. BIOSTEC (2) Angela Kralevska, Ivana Vichentijevikj, Monika Simjanoska
2026	—	`conf`	Entropy and Stemness Index-Based Quantification of Epigenetic Dysregulation for Machine Learning-Driven Stratification of Representative Cancer Types. BIOSTEC (2) Djansel Bukovec, Goran Kungulovski, Sonja Gievska, Monika Simjanoska
2023	—	`conf`	Explainable Machine Learning Unveils Novel Insights into Breast Cancer Metastases Sites Bio-Markers. ICT Innovations Milena Trajanoska, Viktorija Mijalcheva, Monika Simjanoska
2023	—	`conf`	Exploring ASR Models in Low-Resource Languages: Use-Case the Macedonian Language. DeLTA Konstantin Bogdanoski, Kostadin Mishev, Monika Simjanoska, Dimitar Trajanov
2023	—	`conf`	Learning Translation Model to Translate Croatian Dialects to Modern Croatian Language. MIPRO Blagica Penkova, Maja Mitreska, Kiril Ristov, Kostadin Mishev, Monika Simjanoska
2023	—	`conf`	MakedonASRDataset - A Dataset for Speech Recognition in the Macedonian Language. ICT Innovations Martin Mishev, Blagica Penkova, Maja Mitreska, Magdalena Kostoska, Ana Todorovska, Monika Simjanoska, Kostadin Mishev
2022	—	`conf`	MACEDONIZER - The Macedonian Transformer Language Model. ICT Innovations Jovana Dobreva, Tashko Pavlov, Kostadin Mishev, Monika Simjanoska, Stojancho Tudzarski, Dimitar Trajanov, Ljupcho Kocarev
2022	—	`conf`	NLP-based Typo Correction Model for Croatian Language. MIPRO Maja Mitreska, Kostadin Mishev, Monika Simjanoska
2022	—	`conf`	xAMR: Cross-lingual AMR End-to-End Pipeline. DeLTA Maja Mitreska, Tashko Pavlov, Kostadin Mishev, Monika Simjanoska
2021	—	`conf`	Assistive e-Learning Software Modules to Aid Education Process of Students with Visual and Hearing Impairment: A Case Study in North Macedonia. ICT Innovations Kostadin Mishev, Aleksandra Karovska Ristovska, Olivera Rashikj-Canevska, Monika Simjanoska
2021	J	`jnl`	Data-Driven Intelligence System for General Recommendations of Deep Learning Architectures. IEEE Access Gjorgji Noveski, Tome Eftimov, Kostadin Mishev, Monika Simjanoska
2021	—	`conf`	Finding Potential Inhibitors of COVID-19. BIOINFORMATICS Angela Kralevska, Marija Velichkovska, Viktor Cicimov, Tome Eftimov, Monika Simjanoska
2021	—	`conf`	MSL-ST: Development of Mass Spectral Library Search Tool to Enhance Compound Identification. BIOINFORMATICS Teodora Gerasimoska, Milka Ljoncheva, Monika Simjanoska
2020	—	`conf`	A Novel Approach for Modelling the Relationship between Blood Pressure and ECG by using Time-series Feature Extraction. BIOSIGNALS Stefan Kochev, Neven Stevchev, Svetlana Kocheva, Tome Eftimov, Monika Simjanoska
2020	—	`conf`	Gene Co-expression Analysis for Lung Cancer Biomarkers Detection. BIOINFORMATICS Stefani Kostadinovska, Slobodan Kalajdziski, Monika Simjanoska
2020	J	`jnl`	Multi-level information fusion for learning a blood pressure predictive model using sensor data. Inf. Fusion Monika Simjanoska, Stefan Kochev, Jovan Tanevski, Ana Madevska Bogdanova, Gregor Papa, Tome Eftimov
2020	J	`jnl`	Noninvasive Glucose Measurement Using Machine Learning and Neural Network Methods and Correlation with Heart Rate Variability. J. Sensors Marjan Gusev, Lidija Poposka, Gjoko Spasevski, Magdalena Kostoska, Bojana Koteska, Monika Simjanoska, Nevena Ackovska, Aleksandar Stojmenski, Jurij F. Tasic, Janez Trontelj
2020	—	`conf`	Trends from Minimally Invasive to Non-invasive Glucose Measurements. MIPRO Marjan Gushev, Lidija Poposka, E. Guseva, Magdalena Kostoska, Bojana Koteska, Monika Simjanoska, Nevena Ackovska, Aleksandar Stojmenski
2019	—	`conf`	Comparing Different Settings of Parameters Needed for Pre-processing of ECG Signals used for Blood Pressure Classification. BIOSIGNALS Monika Simjanoska, Gregor Papa, Barbara Korousic-Seljak, Tome Eftimov
2019	—	`conf`	Data-driven Autism Biomarkers Selection by using Signal Processing and Machine Learning Techniques. BIOINFORMATICS Antonio Antovski, Stefani Kostadinovska, Monika Simjanoska, Tome Eftimov, Nevena Ackovska, Ana Madevska Bogdanova
2019	—	`conf`	ECGpp: A Framework for Selecting the Pre-processing Parameters of ECG Signals Used for Blood Pressure Classification. BIOSTEC (Selected Papers) Monika Simjanoska, Gregor Papa, Barbara Korousic-Seljak, Tome Eftimov
2019	—	`conf`	LoCLoP: Low-cost/Low-processing Power Methodology for Deriving Heart Rate and Respiratory Rate in Time-critical Domain. EUROCON Monika Simjanoska, Bojana Koteska, Ana Madevska Bogdanova, Nevena Ackovska, Vladimir Trajkovik, Magdalena Kostoska, Fedor Lehocki
2019	—	`conf`	Unit and Performance Testing of Scientific Software Using MATLAB. SQAMIA Bojana Koteska, Monika Simjanoska, Ivana Jacheva, Frosina Krsteska, Anastas Mishev
2019	J	`jnl`	What Clinics are Expecting From Data Scientists? A Review on Data Oriented Studies Through Qualitative and Quantitative Approaches. IEEE Access Lina Xu, Monika Simjanoska, Bojana Koteska, Vladimir Trajkovik, Ana Madevska Bogdanova, Kristina Drusany Staric, Fedor Lehocki
2018	—	`conf`	ECG-derived Blood Pressure Classification using Complexity Analysis-based Machine Learning. HEALTHINF Monika Simjanoska, Martin Gjoreski, Ana Madevska Bogdanova, Bojana Koteska, Matjaz Gams, Jurij F. Tasic
2018	—	`conf`	Medical Real-Time Data Analytics System Design Aspects, Reference Architecture and Evaluation. ICT Innovations Magdalena Kostoska, Monika Simjanoska, Bojana Koteska, Ana Madevska Bogdanova
2018	J	`jnl`	Non-Invasive Blood Pressure Estimation from ECG Using Machine Learning Techniques. Sensors Monika Simjanoska, Martin Gjoreski, Matjaz Gams, Ana Madevska Bogdanova
2018	—	`conf`	Novel Data Processing Approach for Deriving Blood Pressure from ECG Only. ICT Innovations Monika Simjanoska, Martin Gjoreski, Matjaz Gams, Ana Madevska Bogdanova
2018	—	`conf`	Quantitative Quality Analysis of Scientific Software - Case Study. SQAMIA Bojana Koteska, Monika Simjanoska, Anastas Mishev
2018	—	`conf`	Real-time smart advisory health system. WIMS Magdalena Kostoska, Monika Simjanoska, Bojana Koteska, Ana Madevska Bogdanova
2017	B	`conf`	Chronic Heart Failure Detection from Heart Sounds Using a Stack of Machine-Learning Classifiers. Intelligent Environments Martin Gjoreski, Monika Simjanoska, Anton Gradisek, Ana Peterlin, Matjaz Gams, Gregor Poglajen
2016	—	`conf`	Information System for Biosensors Data Exchange in Healthcare. ICT Innovations Monika Simjanoska, Bojana Koteska, Magdalena Kostoska, Ana Madevska Bogdanova, Nevena Ackovska, Vladimir Trajkovik
2015	—	`conf`	Novel Connected Health Interoperable Layered (CHIL) Model. ICT Innovations Monika Simjanoska, Jugoslav Achkoski, Ana Madevska Bogdanova, Vladimir Trajkovik
2015	J	`jnl`	PPMaaS: performance-based pricing model as a service. Int. J. Reason. based Intell. Syst. Monika Simjanoska, Sasko Ristov, Marjan Gusev, Goran Velkoski
2014	—	`conf`	Generative Modelling and Classification of Students' E-Learning and E-Assessment Results. CICSyN Monika Simjanoska, Sasko Ristov, Marjan Gusev
2014	—	`conf`	Intelligent modelling for predicting students' final grades. MIPRO Monika Simjanoska, Marjan Gusev, Ana Madevska Bogdanova
2014	C	`conf`	Intelligent student profiling for predicting e-Assessment outcomes. EDUCON Monika Simjanoska, Marjan Gusev, Sasko Ristov, Ana Madevska Bogdanova
2014	—	`conf`	Novel Methodology for CRC Biomarkers Detection with Leave-One-Out Bayesian Classification. ICT Innovations Monika Simjanoska, Ana Madevska Bogdanova
2013	—	`conf`	Bayesian Multiclass Classification of Gene Expression Colorectal Cancer Stages. ICT Innovations Monika Simjanoska, Ana Madevska Bogdanova, Zaneta Popeska
2013	—	`conf`	CPU utilization in a multitenant cloud. EUROCON Goran Velkoski, Monika Simjanoska, Sasko Ristov, Marjan Gusev
2013	—	`conf`	Does the performance scale the same as the cost in the cloud. ITI Monika Simjanoska, Goran Velkoski, Sasko Ristov, Marjan Gusev
2013	C	`conf`	Gene Ontology Analysis of Colorectal Cancer Biomarkers Probed with Affymetrix and Illumina Microarrays. IJCCI Monika Simjanoska, Ana Madevska Bogdanova, Sasho Panov
2013	—	`conf`	L3B: Low level load balancer in the cloud. EUROCON Monika Simjanoska, Sasko Ristov, Goran Velkoski, Marjan Gusev
2013	—	`conf`	Optimal Resource Allocation to Host Web Services in Cloud. IEEE CLOUD Marjan Gusev, Sasko Ristov, Goran Velkoski, Monika Simjanoska
2013	J	`jnl`	Scaling the Performance and Cost for Elastic Cloud Web Services. J. Comput. Inf. Technol. Monika Simjanoska, Marjan Gusev, Sasko Ristov, Goran Velkoski
2012	—	`conf`	Recognition of Colorectal Carcinogenic Tissue with Gene Expression Analysis Using Bayesian Probability. ICT Innovations Monika Simjanoska, Ana Madevska Bogdanova, Zaneta Popeska