Research and Development Lab

We believe that all advances in businesses have to be supported by a strong scientific foundation. Research work is an essential part of MAGIX.AI and a cornerstone of the company’s development. Within our projects, many new ideas in the fields of AI come alive. We strive to give back to the scientific community by publishing some of them.

Journal Articles

2020

Zdravevski, Eftim; Lameski, Petre; Apanowicz, Cas; Ślȩzak, Dominik

From Big Data to business analytics: The case study of churn prediction Journal Article

Applied Soft Computing, 90 , pp. 106164, 2020, ISSN: 1568-4946.

Abstract | Links | BibTeX

Ferreira, José M; Pires, Ivan Miguel; ç, Gon; Garcia, Nuno M; Zdravevski, Eftim; Lameski, Petre; Flórez-Revuelta, Francisco; Spinsante, Susanna

Identification of Daily Activites and Environments Based on the AdaBoost Method Using Mobile Device Data: A Systematic Review Journal Article

Electronics, 9 (1), pp. 192, 2020.

BibTeX

Ferreira, José M; Pires, Ivan Miguel; ç, Gon; Garcia, Nuno M; Zdravevski, Eftim; Lameski, Petre; Flórez-Revuelta, Francisco; Spinsante, Susanna; Xu, Lina

Activities of Daily Living and Environment Recognition Using Mobile Devices: A Comparative Study Journal Article

Electronics, 9 (1), pp. 180, 2020.

BibTeX

Villasana, María Vanessa; Pires, Ivan Miguel; Sá, Juliana; Garcia, Nuno M; Zdravevski, Eftim; Chorbev, Ivan; Lameski, Petre; Flórez-Revuelta, Francisco

Promotion of Healthy Nutrition and Physical Activity Lifestyles for Teenagers: A Systematic Literature Review of The Current Methodologies Journal Article

Journal of Personalized Medicine, 10 (1), 2020, ISSN: 2075-4426.

Abstract | Links | BibTeX

Faria, Rui; Lopes, Inês; Pires, Ivan Miguel; Marques, Gonçalo; Fernandes, Solange; Garcia, Nuno M; Lucas, José; Jevremović, Aleksandar; Zdravevski, Eftim; Trajkovik, Vladimir

Circular Economy for Clothes Using Web and Mobile Technologies—A Systematic Review and a Taxonomy Proposal Journal Article

Information, 11 (3), 2020, ISSN: 2078-2489.

Abstract | Links | BibTeX

Pires, Ivan Miguel; Marques, Gonçalo; Garcia, Nuno M; Flórez-Revuelta, Francisco; Teixeira, Maria Canavarro; Zdravevski, Eftim; Spinsante, Susanna; Coimbra, Miguel

Pattern Recognition Techniques for the Identification of Activities of Daily Living Using a Mobile Device Accelerometer Journal Article

Electronics, 9 (3), 2020, ISSN: 2079-9292.

Abstract | Links | BibTeX

Ponciano, Vasco; Pires, Ivan Miguel; Ribeiro, Fernando Reinaldo; Marques, Gonçalo; Garcia, Nuno M; Pombo, Nuno; Spinsante, Susanna; Zdravevski, Eftim

Is The Timed-Up and Go Test Feasible in Mobile Devices? A Systematic Review Journal Article

Electronics, 9 (3), 2020, ISSN: 2079-9292.

Abstract | Links | BibTeX

Corizzo, Roberto; Ceci, Michelangelo; Zdravevski, Eftim; Japkowicz, Nathalie

Scalable Auto-Encoders for Gravitational Waves Detection from Time Series Data Journal Article

Expert Systems with Applications, pp. 113378, 2020, ISSN: 0957-4174.

Abstract | Links | BibTeX

Maresova, P; Krejcar, O; Barakovic, S; Husic, Barakovic J; Lameski, P; Zdravevski, E; Chorbev, I; Trajkovik, V

Health–Related ICT Solutions of Smart Environments for Elderly–Systematic Review Journal Article

IEEE Access, 8 , pp. 54574-54600, 2020, ISSN: 2169-3536.

Abstract | Links | BibTeX

2019

Loncar-Turukalo, Tatjana; Zdravevski, Eftim; da Silva, José Machado; Chouvarda, Ioanna; Trajkovik, Vladimir

Literature on Wearable Technology for Connected Health: Scoping Review of Research Trends, Advances, and Barriers Journal Article

J Med Internet Res, 21 (9), pp. e14017, 2019, ISSN: 1438-8871.

Abstract | Links | BibTeX

Hoang, Yen; Pfeil, Juliane; Zagorščak, Maja; Thieffry, Axel; Zdravevski, Eftim; Ramšak, Živa; Lameski, Petre; Schulze, Sabrina; Papakonstantinou, Eleni; Papageorgiou, Louis; Singh, Tarry; Duarte-López, Ariel; Pérez-Casany, Marta

Report on the “Advanced Big Data Training School for Life Sciences”, Barcelona 3th-7th September 2018 Journal Article

EMBnet.journal, 24 (0), pp. 917, 2019, ISSN: 2226-6089.

Abstract | Links | BibTeX

2018

Maresova, Petra; Tomsone, Signe; Lameski, Petre; Madureira, Joana; Mendes, Ana; Zdravevski, Eftim; Chorbev, Ivan; Trajkovik, Vladimir; Ellen, Moriah; Rodile, Kasper

Technological Solutions for Older People with Alzheimer's Disease Journal Article

Current Alzheimer Research, 15 (10), pp. 975–983, 2018.

BibTeX

Pires, Ivan Miguel; Teixeira, Maria Canavarro; Pombo, Nuno; Garcia, Nuno M; Flórez-Revuelta, Francisco; Spinsante, Susanna; Goleva, Rossitza; Zdravevski, Eftim; others,

Android Library for Recognition of Activities of Daily Living: Implementation Considerations, Challenges, and Solutions Journal Article

2018.

BibTeX

Pfeil, Juliane; Schulze, Sabrina; Zdravevski, Eftim; Hoang, Yen

Report on the “Big Data Training School for Life Sciences”, 18-22 September 2017, Uppsala, Sweden Journal Article

EMBnet.journal, 23 (0), pp. 905, 2018, ISSN: 2226-6089.

Abstract | Links | BibTeX

Schulze, Sabrina; Ramšak, Živa; Hoang, Yen; Zdravevski, Eftim; Pfeil, Juliane; Duarte-López, Ariel; Baier, Uwe; Zagorščak, Maja

Proceedings of the “Think Tank Hackathon’’, Big Data Training School for Life Sciences Follow-up, Ljubljana 6th – 7th February 2018 Journal Article

EMBnet.journal, 24 (0), pp. 912, 2018, ISSN: 2226-6089.

Abstract | Links | BibTeX

Stojanovski, Aleksandar; Zdravevski, Eftim; Koceski, Saso; Trajkovik, Vladimir

Real-time sleep apnea detection with one-channel ECG based on edge computing paradigm Journal Article

2018.

BibTeX

Pires, Ivan Miguel; Santos, Rui; Pombo, Nuno; Garcia, Nuno M; Flórez-Revuelta, Francisco; Spinsante, Susanna; Goleva, Rossitza; Zdravevski, Eftim

Recognition of Activities of Daily Living Based on Environmental Analyses Using Audio Fingerprinting Techniques: A Systematic Review Journal Article

Sensors, 18 (1, ARTICLE NUMBER = 160), 2018, ISSN: 1424-8220.

Abstract | Links | BibTeX

2017

Starič, Kristina Drusany; Bukovec, Petra; Jakopič, Katja; Zdravevski, Eftim; Trajkovik, Vladimir; Lukanović, Adolf

Can we predict obstetric anal sphincter injury? Journal Article

European Journal of Obstetrics & Gynecology and Reproductive Biology, 210 , pp. 196–200, 2017, ISSN: 03012115.

Abstract | Links | BibTeX

Zdravevski, E; Lameski, P; Trajkovik, V; Kulakov, A; Chorbev, I; Goleva, R; Pombo, N; Garcia, N

Improving Activity Recognition Accuracy in Ambient-Assisted Living Systems by Automated Feature Engineering Journal Article

IEEE Access, 5 , pp. 5262-5280, 2017, ISSN: 2169-3536.

Abstract | Links | BibTeX

Lameski, P; Zdravevski, E; Koceski, S; Kulakov, A; Trajkovik, V

Suppression of Intensive Care Unit False Alarms based on the Arterial Blood Pressure Signal Journal Article

IEEE Access, PP (99), pp. 1-7, 2017, ISSN: 2169-3536, (in press).

Abstract | Links | BibTeX

Zdravevski, Eftim; Stojkoska, Biljana Risteska; Standl, Marie; Schulz, Holger

Automatic machine-learning based identification of jogging periods from accelerometer measurements of adolescents under field conditions Journal Article

PLOS ONE, 12 (9), pp. 1-28, 2017.

Abstract | Links | BibTeX

Book Chapters

2020

Pires, Ivan Miguel; ç, Gon; Garcia, Nuno M; Pombo, Nuno; Flórez-Revuelta, Francisco; Zdravevski, Eftim; Spinsante, Susanna

A Review on the Artificial Intelligence Algorithms for the Recognition of Activities of Daily Living Using Sensors in Mobile Devices Book Chapter

Singh, Pradeep Kumar; Bhargava, Bharat K; Paprzycki, Marcin; Kaushal, Narottam Chand; Hong, Wei-Chiang (Ed.): Handbook of Wireless Sensor Networks: Issues and Challenges in Current Scenario's, pp. 685–713, Springer International Publishing, Cham, 2020, ISBN: 978-3-030-40305-8.

Abstract | Links | BibTeX

ç, Gon; Pires, Ivan Miguel; ç, Gon; Garcia, Nuno M; Zdravevski, Eftim; Lameski, Petre; Flórez-Revuelta, Francisco; Spinsante, Susanna

Mobile Applications Dedicated for Cardiac Patients: Research of Available Resources Book Chapter

Balas, Valentina E; Solanki, Vijender Kumar; Kumar, Raghvendra (Ed.): Internet of Things and Big Data Applications: Recent Advances and Challenges, pp. 107–119, Springer International Publishing, Cham, 2020, ISBN: 978-3-030-39119-5.

Abstract | Links | BibTeX

2019

Zdravevski, Eftim; Lameski, Petre; Trajkovik, Vladimir; Chorbev, Ivan; Goleva, Rossitza; Pombo, Nuno; Garcia, Nuno M

Automation in Systematic, Scoping and Rapid Reviews by an NLP Toolkit: A Case Study in Enhanced Living Environments Book Chapter

Ganchev, Ivan; Garcia, Nuno M; Dobre, Ciprian; Mavromoustakis, Constandinos X; Goleva, Rossitza (Ed.): Enhanced Living Environments: Algorithms, Architectures, Platforms, and Systems, pp. 1–18, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-10752-9.

Abstract | Links | BibTeX

2017

Lameski, Petre; Zdravevski, Eftim; Trajkovik, Vladimir; Kulakov, Andrea

Weed Detection Dataset with RGB Images Taken Under Variable Light Conditions Book Chapter

Trajanov, Dimitar; Bakeva, Verica (Ed.): ICT Innovations 2017: Data-Driven Innovation. 9th International Conference, ICT Innovations 2017, Skopje, Macedonia, September 18-23, 2017, Proceedings, pp. 112–119, Springer International Publishing, Cham, 2017, ISBN: 978-3-319-67597-8.

Abstract | Links | BibTeX

2010

Zdravevski, Eftim; Kulakov, Andrea

System for Prediction of the Winner in a Sports Game Book Chapter

pp. 55–63, Springer, 2010.

Links | BibTeX

International Conferences

2019

Eftim Zdravevski Petre Lameski, Ace Dimitrievski Marek Grzegorowski Cas Apanowicz

Cluster-size optimization within a cloud-based ETL framework for Big Data Inproceedings

Proceedings of the 2019 IEEE Big Data Conference - IEEE BigDATA 2019, IEEE IEEE, Los Angeles, USA, 2019.

BibTeX

Apanowicz, Krzysztof Stencel Eftim Zdravevski Cas; Slezak, Dominik

Scalable Cloud-based ETL for Self-serving Analytics Inproceedings

Perner, Petra (Ed.): Proceedings of the 19th Industrial Conference on Data Mining ICDM 2019, pp. 317–331, IBAI Publishing, New York, USA, 2019.

BibTeX

Lameski, J; Jovanov, A; Zdravevski, E; Lameski, P; Gievska, S

Skin lesion segmentation with deep learning Inproceedings

IEEE EUROCON 2019 -18th International Conference on Smart Technologies, pp. 1-5, 2019, ISSN: null.

Links | BibTeX

Lameski, P; Dimitrievski, A; Zdravevski, E; Trajkovik, V; Koceski, S

Challenges in data collection in real-world environments for activity recognition Inproceedings

IEEE EUROCON 2019 -18th International Conference on Smart Technologies, pp. 1-5, 2019, ISSN: null.

Links | BibTeX

Villasana, María Vanessa; Pires, Ivan Miguel; Sá, Juliana; Garcia, Nuno M; Pombo, Nuno; Zdravevski, Eftim; Chorbev, Ivan

CoviHealth: Novel Approach of a Mobile Application for Nutrition and Physical Activity Management for Teenagers Inproceedings

Proceedings of the 5th EAI International Conference on Smart Objects and Technologies for Social Good, pp. 261–266, ACM, Valencia, Spain, 2019, ISBN: 978-1-4503-6261-0.

Links | BibTeX

Dimitrievski, Ace; Zdravevski, Eftim; Lameski, Petre; Trajkovik, Vladimir

Addressing Privacy and Security in Connected Health with Fog Computing Inproceedings

Proceedings of the 5th EAI International Conference on Smart Objects and Technologies for Social Good, pp. 255–260, ACM, Valencia, Spain, 2019, ISBN: 978-1-4503-6261-0.

Links | BibTeX

2018

Lameski, Petre; Zdravevski, Eftim; Kalajdziski, Slobodan; Trajkova, Vesna; Hadzieva, Elena

Computer-Aided Detection of Melanoma, A Case Study Inproceedings

Proceedings of ETAI, IKT-ACT Struga, Macedonia, 2018.

BibTeX

Videnovik, M; Zdravevski, E; Lameski, P; Trajkovik, V

The BBC Micro:bit in the International Classroom: Learning Experiences and First Impressions Inproceedings

2018 17th International Conference on Information Technology Based Higher Education and Training (ITHET), pp. 1-5, 2018, ISSN: null.

Links | BibTeX

Lameski, Petre; Zdravevski, Eftim; Kulakov, Andrea

Review of Automated Weed Control Approaches: An Environmental Impact Perspective Inproceedings

Kalajdziski, Slobodan; Ackovska, Nevena (Ed.): ICT Innovations 2018. Engineering and Life Sciences, pp. 132–147, Springer International Publishing, Cham, 2018, ISBN: 978-3-030-00825-3.

Abstract | BibTeX

Koteli, Petre Lameski Eftim Zdravevski 12. Vladimir Stojov Nikola

Application of machine learning and time-series analysis for air pollution prediction Inproceedings

Proceedings of the 15th International Conference on Informatics and Information Technologies (CIIT 2018), Faculty of Computer Science and Engineering (FCSE) and Computer Society of Macedonia Mavrovo, Macedonia, 2018.

BibTeX

Zdravevski, Vladimir Trajkovik Andrea Kulakov Petre Lameski Eftim

Cloud based Data Acquisition and Annotation Architecture for Weed Control Inproceedings

Proceedings of the 15th International Conference on Informatics and Information Technologies (CIIT 2018), Faculty of Computer Science and Engineering (FCSE) and Computer Society of Macedonia Mavrovo, Macedonia, 2018.

BibTeX

Docevski, Marko; Zdravevski, Eftim; Lameski, Petre; Kulakov, Andrea

Towards Music Generation With Deep Learning Algorithms Inproceedings

Proceedings of the 15th International Conference on Informatics and Information Technologies (CIIT 2018), Faculty of Computer Science and Engineering (FCSE) and Computer Society of Macedonia Mavrovo, Macedonia, 2018.

BibTeX

2017

Alla, Arijan; Zdravevski, Eftim; Trajkovik, Vladimir

Framework for aiding surveys by natural language processing Inproceedings

2017 ICT Innovations web proceedings, 2017.

BibTeX

Zdravevska, Aleksandra; Dimitrievski, Ace; Lameski, Petre; Zdravevski, Eftim; Trajkovik, Vladimir

Cloud-based Privacy Preserving Recognition of Complex Activities for Ambient Assisted Living in Smart Homes Inproceedings

Proceedings of the 17th IEEE International Conference on Smart Technologies IEEE EUROCON 2017, IEEE, Ohrid, Macedonia, 2017, (In press).

BibTeX

Lameski, Petre; Zdravevski, Eftim; Kulakov, Andrea; Trajkovik, Vladimir

Cloud Based Architecture for Automated Weed Control Inproceedings

Proceedings of the 17th IEEE International Conference on Smart Technologies IEEE EUROCON 2017, IEEE, Ohrid, Macedonia, 2017, (In press).

BibTeX

2016

Zdravevski, E; Lameski, P; Kulakov, A

Automatic Feature Engineering for Prediction of Dangerous Seismic Activities in Coal Mines Inproceedings

Maciaszek, Paprzycki Ganzha M M L (Ed.): Computer Science and Information Systems (FedCSIS), 2016 Federated Conference on, pp. 251–254, IEEE, 2016.

Links | BibTeX

Dimitrievski, A; Zdravevski, E; Lameski, P; Trajkovik, V

A survey of Ambient Assisted Living systems: Challenges and opportunities Inproceedings

2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP), pp. 49-53, 2016.

Abstract | Links | BibTeX

Dimitrievski, Ace; Zdravevski, Eftim; Lameski, Petre; Trajkovik, Vladimir

Towards application of non-invasive environmental sensors for risks and activity detection Inproceedings

2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP), pp. 27-33, 2016.

Links | BibTeX

Zdravevski, Eftim; Lameski, Petre; Kulakov, Andrea; Trajkovik, Vladimir

Performance Comparison of Random Forests and Extremely Randomized Trees Inproceedings

Proceedings of the 13th Conference for Informatics and Information Technology (CIIT 2016), Faculty of Computer Science and Engineering (FCSE) and Computer Society of Macedonia Bitola, Macedonia, 2016.

BibTeX

Zdravevski, Eftim; Lameski, Petre; Kulakov, Andrea

Row Key Designs of NoSQL Database Tables and Their Impact on Write Performance Inproceedings

Proceedings - 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2016, pp. 10–17, IEEE, 2016, ISBN: 9781467387750.

Abstract | Links | BibTeX

Mingov, Riste; Zdravevski, Eftim; Lameski, Petre

Application of Russian Language Phonemics to Generate Macedonian Speech Recognition Model Using Sphinx Inproceedings

ICT Innovations 2016, Web Proceedings, IKT-ACT 2016.

BibTeX

2015

Zdravevski, E; Lameski, P; Mingov, R; Kulakov, A; Gjorgjevikj, D

Robust histogram-based feature engineering of time series data Inproceedings

Maciaszek, Paprzycki Ganzha M M L (Ed.): Computer Science and Information Systems (FedCSIS), 2015 Federated Conference on, pp. 381–388, IEEE, 2015.

Abstract | Links | BibTeX

Lameski, P; Zdravevski, E; Kulakov, A

Unsupervised weed detection in spinach seedling organic farms Inproceedings

Proceedings of the 24th International Electrotechnical and Computer Science Conference ERK 2015, Portoroz, Slovenia, 2015.

BibTeX

Zdravevski, E; Lameski, P; Kulakov, A; Jakimovski, B; Filiposka, S; Trajanov, D

Feature ranking based on information gain for large classification problems with MapReduce Inproceedings

Proceedings of the 9th IEEE International Conference on Big Data Science and Engineering, pp. 186–191, IEEE Computer Society Conference Publishing, Helsinki, Finland, 2015.

Abstract | Links | BibTeX

Lameski, P; Zdravevski, E; Kulakov, A; Gjorgjevik, D

Plant species detection based on leaf contours Inproceedings

Proceedings of the 12th Conference for Informatics and Information Technology (CIIT 2015), Faculty of Computer Science and Engineering (FCSE) and Computer Society of Macedonia Bitola, Macedonia, 2015.

BibTeX

Zdravevski, Eftim; Lameski, Petre; Kulakov, Andrea; Filiposka, Sonja; Trajanov, Dimitar

Simplifying parallel implementation of algorithms on Hadoop with Pig Latin Inproceedings

Proceedings of the 12th Conference for Informatics and Information Technology (CIIT 2015), Faculty of Computer Science and Engineering (FCSE) and Computer Society of Macedonia Bitola, Macedonia, 2015.

BibTeX

Zdravevski, Eftim; Lameski, Petre; Kulakov, Andrea; Kalajdziski, Slobodan

Transformation of nominal features into numeric in supervised multi-class problems based on the weight of evidence parameter Inproceedings

Maciaszek, Paprzycki Ganzha M M L (Ed.): Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, pp. 169–179, IEEE, 2015.

Links | BibTeX

Lameski, Petre; Zdravevski, Eftim; Mingov, Riste; Kulakov, Andrea

SVM Parameter Tuning with Grid Search and Its Impact on Reduction of Model Over-fitting Inproceedings

Yao, Yiyu; Hu, Qinghua; Yu, Hong; Grzymala-Busse, Jerzy W (Ed.): Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 15th International Conference, RSFDGrC 2015, Tianjin, China, November 20-23, 2015, Proceedings, pp. 464–474, Springer International Publishing, Cham, Switzerland, 2015, ISBN: 978-3-319-25783-9.

BibTeX

Zdravevski, Eftim; Lameski, Petre; Kulakov, Andrea; Filiposka, Sonja; Trajanov, Dimitar; Jakimovski, Boro

Parallel computation of information gain using Hadoop and MapReduce Inproceedings

Maciaszek, Paprzycki Ganzha M M L (Ed.): Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, pp. 181–192, IEEE, 2015.

Links | BibTeX

2014

Lameski, Petre; Kulakov, Darko; Zdravevski, Eftim; Kulakov, Andrea

Tumor detection in manually selected regions of MRI images Inproceedings

ICT Innovations 2014, Web Proceedings ISSN 1857-7288, pp. 183-190, IKT-ACT 2014.

BibTeX

Zdravevski, Eftim; Lameski, Petre; Kulakov, Andrea; Gjorgjevikj, Dejan

Feature selection and allocation to diverse subsets for multi-label learning problems with large datasets Inproceedings

Maciaszek, Paprzycki Ganzha M M L (Ed.): Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, pp. 387–394, IEEE, 2014.

Abstract | Links | BibTeX

2013

Zdravevski, Eftim; Lameski, Petre; Kulakov, Andrea

Advanced transformations for nominal and categorical data into numeric data in supervised learning problems Inproceedings

Mishkovski, Igor; Ristov, Sashko (Ed.): Proceedings of the 10th Conference for Informatics and Information Technology (CIIT 2013), pp. 142–146, Faculty of Computer Science and Engineering (FCSE) and Computer Society of Macedonia Bitola, Macedonia, 2013, ISBN: 978-608-4699-01-9.

Abstract | BibTeX

Lameski, Petre; Zdravevski, Eftim; Mingov, Riste; Kulakov, Andrea

Comparison of local image descriptors for plant identification from leaf image Inproceedings

Proceedings of the 2013 ICMER Conference, 2013.

BibTeX

Dikovski, Bojan; Lameski, Petre; Zdravevski, Eftim; Kulakov, Andrea

Structure from motion obtained from low quality images in indoor environment Inproceedings

Proceedings of the 10th Conference for Informatics and Information Technology (CIIT 2013), Faculty of Computer Science and Engineering (FCSE) and Computer Society of Macedonia Bitola, Macedonia, 2013.

BibTeX

2012

Zdravevski, Eftim; Lameski, Petre; Kulakov, Andrea

Towards a general technique for transformation of nominal features into numeric features in supervised learning Inproceedings

Proceedings of the 9th Conference for Informatics and Information Technology (CIIT 2012), Faculty of Computer Science and Engineering (FCSE) and Computer Society of Macedonia Bitola, Macedonia, 2012.

BibTeX

Angelovski, Martin; Lameski, Petre; Zdravevski, Eftim; Kulakov, Andrea

Application of BCI Technology for Color Prediction Using Brainwaves Inproceedings

ICT Innovations 2012, Web Proceedings ISSN 1857-7288, pp. 253, IKT-ACT 2012.

BibTeX

2011

Lameski, Petre; Zdravevski, Eftim; Kulakov, Aandrea; Davcev, Danco

Architecture for Wireless Sensor and Actor Networks Control and Data Acquisition Inproceedings

2011 International Conference on Distributed Computing in Sensor Systems and Workshops (DCOSS), pp. 1-3, 2011, ISSN: 2325-2936.

Abstract | Links | BibTeX

Zdravevski, Eftim; Kulakov, Andrea; Kalajdziski, Slobodan; Davcev, Danco

Probabilistic Predictions of Ensemble of Classifiers Combined With Dynamically Weighted Majority Vote Inproceedings

Proceedings of Artificial Intelligence and Applications 2011 (AIA 2011), pp. 236-244, IASTED 2011.

Links | BibTeX

Zdravevski, Eftim; Lameski, Petre; Kulakov, Andrea

Weight of evidence as a tool for attribute transformation in the preprocessing stage of supervised learning algorithms Inproceedings

Neural Networks (IJCNN), The 2011 International Joint Conference on, pp. 181–188, IEEE IEEE, 2011.

Links | BibTeX