Monika Simjanoska

Orcid: 0000-0002-5028-3841

According to our database1, Monika Simjanoska authored at least 44 papers between 2012 and 2023.

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

Timeline

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PhD thesis 
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Bibliography

2023
Learning Translation Model to Translate Croatian Dialects to Modern Croatian Language.
Proceedings of the 46th MIPRO ICT and Electronics Convention, 2023

Explainable Machine Learning Unveils Novel Insights into Breast Cancer Metastases Sites Bio-Markers.
Proceedings of the ICT Innovations 2023. Learning: Humans, Theory, Machines, and Data, 2023

MakedonASRDataset - A Dataset for Speech Recognition in the Macedonian Language.
Proceedings of the ICT Innovations 2023. Learning: Humans, Theory, Machines, and Data, 2023

Exploring ASR Models in Low-Resource Languages: Use-Case the Macedonian Language.
Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023

2022
NLP-based Typo Correction Model for Croatian Language.
Proceedings of the 45th Jubilee International Convention on Information, 2022

MACEDONIZER - The Macedonian Transformer Language Model.
Proceedings of the ICT Innovations 2022. Reshaping the Future Towards a New Normal, 2022

xAMR: Cross-lingual AMR End-to-End Pipeline.
Proceedings of the 3rd International Conference on Deep Learning Theory and Applications, 2022

2021
Data-Driven Intelligence System for General Recommendations of Deep Learning Architectures.
IEEE Access, 2021

Assistive e-Learning Software Modules to Aid Education Process of Students with Visual and Hearing Impairment: A Case Study in North Macedonia.
Proceedings of the ICT Innovations 2021. Digital Transformation, 2021

Finding Potential Inhibitors of COVID-19.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

MSL-ST: Development of Mass Spectral Library Search Tool to Enhance Compound Identification.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020
Noninvasive Glucose Measurement Using Machine Learning and Neural Network Methods and Correlation with Heart Rate Variability.
J. Sensors, 2020

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

Trends from Minimally Invasive to Non-invasive Glucose Measurements.
Proceedings of the 43rd International Convention on Information, 2020

Gene Co-expression Analysis for Lung Cancer Biomarkers Detection.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

A Novel Approach for Modelling the Relationship between Blood Pressure and ECG by using Time-series Feature Extraction.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

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

Unit and Performance Testing of Scientific Software Using MATLAB.
Proceedings of the Eighth Workshop on Software Quality Analysis, 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

ECGpp: A Framework for Selecting the Pre-processing Parameters of ECG Signals Used for Blood Pressure Classification.
Proceedings of the Biomedical Engineering Systems and Technologies, 2019

Comparing Different Settings of Parameters Needed for Pre-processing of ECG Signals used for Blood Pressure Classification.
Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 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

Quantitative Quality Analysis of Scientific Software - Case Study.
Proceedings of the Seventh Workshop on Software Quality Analysis, 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
Chronic Heart Failure Detection from Heart Sounds Using a Stack of Machine-Learning Classifiers.
Proceedings of the 2017 International Conference on Intelligent Environments, 2017

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

2015
PPMaaS: performance-based pricing model as a service.
Int. J. Reason. based Intell. Syst., 2015

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

Generative Modelling and Classification of Students' E-Learning and E-Assessment Results.
Proceedings of the Sixth International Conference on Computational Intelligence, 2014

2013
Scaling the Performance and Cost for Elastic Cloud Web Services.
J. Comput. Inf. Technol., 2013

Does the performance scale the same as the cost in the cloud.
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

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

CPU utilization in a multitenant cloud.
Proceedings of Eurocon 2013, 2013

L3B: Low level load balancer in the cloud.
Proceedings of Eurocon 2013, 2013

Optimal Resource Allocation to Host Web Services in Cloud.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

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


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