An agent based model as a marketing consultant of companies. - Andrea Kulakov; Vladimir Trajkovik; Danco Davcev (SMC, 2001)

Learning patterns in wireless sensor networks based on wavelet neural networks. - Andrea Kulakov; Danco Davcev; Georgi Stojanov (ICPADS (2), 2005)

Distributed Data Processing in Wireless Sensor Networks Based on Artificial Neural-Networks Algorithms. - Andrea Kulakov; Danco Davcev (ISCC, 2005)

Tracking of Unusual Events in Wireless Sensor Networks Based on Artificial Neural-Networks Algorithms. - Andrea Kulakov; Danco Davcev (ITCC (2), 2005)

Application of Wavelet Neural-Networks in Wireless Sensor Networks. - Andrea Kulakov; Danco Davcev; Goran Trajkovski (SNPD, 2005)

On Curiosity in Intelligent Robotic Systems. - Georgi Stojanov; Andrea Kulakov (AAAI Fall Symposium: Interaction and Emergent Phenomena in Societies of Agents, 2006)

HCI for m-Learning in Image Processing by Handhelds. - Danco Davcev; Marjan Arsic; Dalibor Ilievski; Andrea Kulakov (HCI (9), 2007)

Intelligent Wireless Sensor Networks Using FuzzyART Neural-Networks. - Andrea Kulakov; Danco Davcev (ISCC, 2007)

Cluster-based MDS algorithm for nodes localization in wireless sensor networks with irregular topologies. - Biljana L. Stojkoska; Danco Davcev; Andrea Kulakov (CSTST, 2008)

SGNG Protein Classifier by Matching 3D Structures. - Georgina Mirceva; Andrea Kulakov; Danco Davcev (HAIS, 2009)

Modified growing neural gas algorithm for faster convergence on signal distribution sudden change. - Stojanco Gancev; Andrea Kulakov (ICAT, 2009)

Position Estimation of Mobile Robots Using Unsupervised Learning Algorithms. - Petre Lameski; Andrea Kulakov (ICT Innovations, 2009)

System for Prediction of the Winner in a Sports Game. - Eftim Zdravevski; Andrea Kulakov (ICT Innovations, 2009)

Inductive Logic Programming and Embodied Agents: Possibilities and Limitations. - Andrea Kulakov; Joona Laukkanen; Blerim Mustafa; Georgi Stojanov (Int. J. Agent Technol. Syst., 2009)

Mobile Robot Environment Learning and Localization Using Active Perception. - Petre Lameski; Andrea Kulakov (ICT Innovations, 2010)

Inductive Logic Programming (ILP) and Reasoning by Analogy in Context of Embodied Robot Learning. - Vesna Poprcova; Georgi Stojanov; Andrea Kulakov (Int. J. Agent Technol. Syst., 2010)

Architecture for Wireless Sensor and Actor Networks Control and Data Acquisition. - Petre Lameski; Eftim Zdravevski; Andrea Kulakov; Danco Davcev (DCOSS, 2011)

Weight of evidence as a tool for attribute transformation in the preprocessing stage of supervised learning algorithms. - Eftim Zdravevski; Petre Lameski; Andrea Kulakov (IJCNN, 2011)

Top-Down Approach for Protein Binding Sites Prediction Based on Fuzzy Pattern Trees. - Georgina Mirceva; Andrea Kulakov (ICT Innovations, 2012)

Feature selection and allocation to diverse subsets for multi-label learning problems with large datasets. - Eftim Zdravevski; Petre Lameski; Andrea Kulakov; Dejan Gjorgjevikj (FedCSIS, 2014)

Efficient Attacks in Industrial Wireless Sensor Networks. - Spase Stojanovski; Andrea Kulakov (ICT Innovations, 2014)

Sentiment Analysis of Movie Reviews Written in Macedonian Language. - Vasilija Uzunova; Andrea Kulakov (ICT Innovations, 2014)

Machine Learning Approach for Emotion Recognition in Speech. - Martin Gjoreski; Hristijan Gjoreski; Andrea Kulakov (Informatica (Slovenia), 2014)

Parallel computation of information gain using Hadoop and MapReduce. - Eftim Zdravevski; Petre Lameski; Andrea Kulakov; Sonja Filiposka; Dimitar Trajanov; Boro Jakimovski (FedCSIS, 2015)

Transformation of nominal features into numeric in supervised multi-class problems based on the weight of evidence parameter. - Eftim Zdravevski; Petre Lameski; Andrea Kulakov; Slobodan Kalajdziski (FedCSIS, 2015)

Robust histogram-based feature engineering of time series data. - Eftim Zdravevski; Petre Lameski; Riste Mingov; Andrea Kulakov; Dejan Gjorgjevikj (FedCSIS, 2015)

SVM Parameter Tuning with Grid Search and Its Impact on Reduction of Model Over-fitting. - Petre Lameski; Eftim Zdravevski; Riste Mingov; Andrea Kulakov (RSFDGrC, 2015)

Feature Ranking Based on Information Gain for Large Classification Problems with MapReduce. - Eftim Zdravevski; Petre Lameski; Andrea Kulakov; Boro Jakimovski; Sonja Filiposka; Dimitar Trajanov (TrustCom/BigDataSE/ISPA (2), 2015)

Automatic Feature Engineering for Prediction of Dangerous Seismic Activities in Coal Mines. - Eftim Zdravevski; Petre Lameski; Andrea Kulakov (FedCSIS, 2016)

Row Key Designs of NoSQL Database Tables and Their Impact on Write Performance. - Eftim Zdravevski; Petre Lameski; Andrea Kulakov (PDP, 2016)

Weed Segmentation from Grayscale Tobacco Seedling Images. - Petre Lameski; Eftim Zdravevski; Andrea Kulakov (RAAD, 2016)

Cloud-based architecture for automated weed control. - Petre Lameski; Eftim Zdravevski; Vladimir Trajkovik; Andrea Kulakov (EUROCON, 2017)

Weed Detection Dataset with RGB Images Taken Under Variable Light Conditions. - Petre Lameski; Eftim Zdravevski; Vladimir Trajkovik; Andrea Kulakov (ICT Innovations, 2017)

Suppression of Intensive Care Unit False Alarms Based on the Arterial Blood Pressure Signal. - Petre Lameski; Eftim Zdravevski; Saso Koceski; Andrea Kulakov; Vladimir Trajkovik (IEEE Access, 2017)

Improving Activity Recognition Accuracy in Ambient-Assisted Living Systems by Automated Feature Engineering. - Eftim Zdravevski; Petre Lameski; Vladimir Trajkovik; Andrea Kulakov; Ivan Chorbev; Rossitza Goleva; Nuno Pombo; Nuno M. Garcia (IEEE Access, 2017)

Review of Automated Weed Control Approaches: An Environmental Impact Perspective. - Petre Lameski; Eftim Zdravevski; Andrea Kulakov (ICT Innovations, 2018)

Comparison of different model's performances in task of document classification. - Kristijan Spirovski; Evgenija Stevanoska; Andrea Kulakov; Zaneta Popeska; Goran Velinov (WIMS, 2018)

Feature Selection for Improved Classification of Protein Structures. - Georgina Mirceva; Ilinka Ivanoska; Andreja Naumoski; Andrea Kulakov (MIPRO, 2019)

Towards Cleaner Environments by Automated Garbage Detection in Images. - Aleksandar Despotovski; Filip Despotovski; Jane Lameski; Eftim Zdravevski; Andrea Kulakov; Petre Lameski (ICT Innovations, 2020)

Classifying Protein Structures by Using Protein Ray Based Descriptor, KNN and FuzzyKNN Classification Methods. - Georgina Mirceva; Andreja Naumoski; Andrea Kulakov (MIPRO, 2020)

Classification of Protein Structures Using Deep Learning Models. - Georgina Mirceva; Andreja Naumoski; Andrea Kulakov (MIPRO, 2022)

Enhancing Knee Meniscus Damage Prediction from MRI Images with Machine Learning and Deep Learning Techniques. - Martin Kostadinov; Petre Lameski; Andrea Kulakov; Ivan Miguel Pires; Paulo Jorge Simões Coelho; Eftim Zdravevski (ICT Innovations, 2023)

Examination of Different Representations of Proteins Using Protein Ray-based Descriptor and Deep Learning Models. - Georgina Mirceva; Andreja Naumoski; Andrea Kulakov (MIPRO, 2023)

Atrial Fibrillation Detection using the Stars 2D Convolutional Neural Network. - Nikola Petrovski; Marjan Gusev; Andrea Kulakov (MIPRO, 2024)

An Overview of UAS Regulations in the European Union and the Balkan Region. - Veton Rushiti; Andrea Kulakov; Biljana Risteska Stojkoska (MIPRO, 2024)

Automating Feature Extraction from Entity-Relation Models: Experimental Evaluation of Machine Learning Methods for Relational Learning. - Boris Stanoev; Goran Mitrov; Andrea Kulakov; Georgina Mirceva; Petre Lameski; Eftim Zdravevski (Big Data Cogn. Comput., 2024)