Andrea Kulakov

49 papers B 3C 9Misc 1Journal 8Unranked 27

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A comparative analysis of PPO and SAC algorithms for energy optimization with country-level energy consumption insights. IFAC J. Syst. Control. Enes Bajrami, Andrea Kulakov, Eftim Zdravevski, Petre Lameski
2024	—	`conf`	An Overview of UAS Regulations in the European Union and the Balkan Region. MIPRO Veton Rushiti, Andrea Kulakov, Biljana Risteska Stojkoska
2024	—	`conf`	Atrial Fibrillation Detection using the Stars 2D Convolutional Neural Network. MIPRO Nikola Petrovski, Marjan Gusev, Andrea Kulakov
2024	J	`jnl`	Automating Feature Extraction from Entity-Relation Models: Experimental Evaluation of Machine Learning Methods for Relational Learning. Big Data Cogn. Comput. Boris Stanoev, Goran Mitrov, Andrea Kulakov, Georgina Mirceva, Petre Lameski, Eftim Zdravevski
2023	—	`conf`	Enhancing Knee Meniscus Damage Prediction from MRI Images with Machine Learning and Deep Learning Techniques. ICT Innovations Martin Kostadinov, Petre Lameski, Andrea Kulakov, Ivan Miguel Pires, Paulo Jorge Simões Coelho, Eftim Zdravevski
2023	—	`conf`	Examination of Different Representations of Proteins Using Protein Ray-based Descriptor and Deep Learning Models. MIPRO Georgina Mirceva, Andreja Naumoski, Andrea Kulakov
2022	—	`conf`	Classification of Protein Structures Using Deep Learning Models. MIPRO Georgina Mirceva, Andreja Naumoski, Andrea Kulakov
2020	—	`conf`	Classifying Protein Structures by Using Protein Ray Based Descriptor, KNN and FuzzyKNN Classification Methods. MIPRO Georgina Mirceva, Andreja Naumoski, Andrea Kulakov
2020	—	`conf`	Towards Cleaner Environments by Automated Garbage Detection in Images. ICT Innovations Aleksandar Despotovski, Filip Despotovski, Jane Lameski, Eftim Zdravevski, Andrea Kulakov, Petre Lameski
2019	—	`conf`	Feature Selection for Improved Classification of Protein Structures. MIPRO Georgina Mirceva, Ilinka Ivanoska, Andreja Naumoski, Andrea Kulakov
2018	—	`conf`	Comparison of different model's performances in task of document classification. WIMS Kristijan Spirovski, Evgenija Stevanoska, Andrea Kulakov, Zaneta Popeska, Goran Velinov
2018	—	`ed.`	ICT Innovations 2016 - Cognitive Functions and Next Generation ICT Systems, Ohrid, Macedonia, 5-7 September, 2016 ICT Innovations Georgi Stojanov, Andrea Kulakov
2018	—	`conf`	Review of Automated Weed Control Approaches: An Environmental Impact Perspective. ICT Innovations Petre Lameski, Eftim Zdravevski, Andrea Kulakov
2017	—	`conf`	Cloud-based architecture for automated weed control. EUROCON Petre Lameski, Eftim Zdravevski, Vladimir Trajkovik, Andrea Kulakov
2017	J	`jnl`	Improving Activity Recognition Accuracy in Ambient-Assisted Living Systems by Automated Feature Engineering. IEEE Access Eftim Zdravevski, Petre Lameski, Vladimir Trajkovik, Andrea Kulakov, Ivan Chorbev, Rossitza Goleva, Nuno Pombo, Nuno M. Garcia
2017	J	`jnl`	Suppression of Intensive Care Unit False Alarms Based on the Arterial Blood Pressure Signal. IEEE Access Petre Lameski, Eftim Zdravevski, Saso Koceski, Andrea Kulakov, Vladimir Trajkovik
2017	—	`conf`	Weed Detection Dataset with RGB Images Taken Under Variable Light Conditions. ICT Innovations Petre Lameski, Eftim Zdravevski, Vladimir Trajkovik, Andrea Kulakov
2016	C	`conf`	Automatic Feature Engineering for Prediction of Dangerous Seismic Activities in Coal Mines. FedCSIS Eftim Zdravevski, Petre Lameski, Andrea Kulakov
2016	J	`jnl`	Cluster-based MDS Algorithm for Nodes Localization in Wireless Sensor Networks with Irregular Topologies. CoRR Biljana L. Stojkoska, Danco Davcev, Andrea Kulakov
2016	C	`conf`	Row Key Designs of NoSQL Database Tables and Their Impact on Write Performance. PDP Eftim Zdravevski, Petre Lameski, Andrea Kulakov
2016	—	`conf`	Weed Segmentation from Grayscale Tobacco Seedling Images. RAAD Petre Lameski, Eftim Zdravevski, Andrea Kulakov
2015	—	`conf`	Feature Ranking Based on Information Gain for Large Classification Problems with MapReduce. TrustCom/BigDataSE/ISPA (2) Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Boro Jakimovski, Sonja Filiposka, Dimitar Trajanov
2015	C	`conf`	Parallel computation of information gain using Hadoop and MapReduce. FedCSIS Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Sonja Filiposka, Dimitar Trajanov, Boro Jakimovski
2015	C	`conf`	Robust histogram-based feature engineering of time series data. FedCSIS Eftim Zdravevski, Petre Lameski, Riste Mingov, Andrea Kulakov, Dejan Gjorgjevikj
2015	—	`conf`	SVM Parameter Tuning with Grid Search and Its Impact on Reduction of Model Over-fitting. RSFDGrC Petre Lameski, Eftim Zdravevski, Riste Mingov, Andrea Kulakov
2015	C	`conf`	Transformation of nominal features into numeric in supervised multi-class problems based on the weight of evidence parameter. FedCSIS Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Slobodan Kalajdziski
2014	—	`conf`	Efficient Attacks in Industrial Wireless Sensor Networks. ICT Innovations Spase Stojanovski, Andrea Kulakov
2014	C	`conf`	Feature selection and allocation to diverse subsets for multi-label learning problems with large datasets. FedCSIS Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Dejan Gjorgjevikj
2014	J	`jnl`	Machine Learning Approach for Emotion Recognition in Speech. Informatica (Slovenia) Martin Gjoreski, Hristijan Gjoreski, Andrea Kulakov
2014	—	`conf`	Sentiment Analysis of Movie Reviews Written in Macedonian Language. ICT Innovations Vasilija Uzunova, Andrea Kulakov
2012	—	`conf`	Top-Down Approach for Protein Binding Sites Prediction Based on Fuzzy Pattern Trees. ICT Innovations Georgina Mirceva, Andrea Kulakov
2011	B	`conf`	Architecture for Wireless Sensor and Actor Networks Control and Data Acquisition. DCOSS Petre Lameski, Eftim Zdravevski, Andrea Kulakov, Danco Davcev
2011	B	`conf`	Weight of evidence as a tool for attribute transformation in the preprocessing stage of supervised learning algorithms. IJCNN Eftim Zdravevski, Petre Lameski, Andrea Kulakov
2010	J	`jnl`	Inductive Logic Programming (ILP) and Reasoning by Analogy in Context of Embodied Robot Learning. Int. J. Agent Technol. Syst. Vesna Poprcova, Georgi Stojanov, Andrea Kulakov
2010	—	`conf`	Mobile Robot Environment Learning and Localization Using Active Perception. ICT Innovations Petre Lameski, Andrea Kulakov
2009	J	`jnl`	Inductive Logic Programming and Embodied Agents: Possibilities and Limitations. Int. J. Agent Technol. Syst. Andrea Kulakov, Joona Laukkanen, Blerim Mustafa, Georgi Stojanov
2009	—	`conf`	Modified growing neural gas algorithm for faster convergence on signal distribution sudden change. ICAT Stojanco Gancev, Andrea Kulakov
2009	—	`conf`	Position Estimation of Mobile Robots Using Unsupervised Learning Algorithms. ICT Innovations Petre Lameski, Andrea Kulakov
2009	Misc	`conf`	SGNG Protein Classifier by Matching 3D Structures. HAIS Georgina Mirceva, Andrea Kulakov, Danco Davcev
2009	—	`conf`	System for Prediction of the Winner in a Sports Game. ICT Innovations Eftim Zdravevski, Andrea Kulakov
2008	—	`conf`	Cluster-based MDS algorithm for nodes localization in wireless sensor networks with irregular topologies. CSTST Biljana L. Stojkoska, Danco Davcev, Andrea Kulakov
2007	—	`conf`	HCI for m-Learning in Image Processing by Handhelds. HCI (9) Danco Davcev, Marjan Arsic, Dalibor Ilievski, Andrea Kulakov
2007	C	`conf`	Intelligent Wireless Sensor Networks Using FuzzyART Neural-Networks. ISCC Andrea Kulakov, Danco Davcev
2006	—	`conf`	On Curiosity in Intelligent Robotic Systems. AAAI Fall Symposium: Interaction and Emergent Phenomena in Societies of Agents Georgi Stojanov, Andrea Kulakov
2005	C	`conf`	Application of Wavelet Neural-Networks in Wireless Sensor Networks. SNPD Andrea Kulakov, Danco Davcev, Goran Trajkovski
2005	C	`conf`	Distributed Data Processing in Wireless Sensor Networks Based on Artificial Neural-Networks Algorithms. ISCC Andrea Kulakov, Danco Davcev
2005	—	`conf`	Learning patterns in wireless sensor networks based on wavelet neural networks. ICPADS (2) Andrea Kulakov, Danco Davcev, Georgi Stojanov
2005	—	`conf`	Tracking of Unusual Events in Wireless Sensor Networks Based on Artificial Neural-Networks Algorithms. ITCC (2) Andrea Kulakov, Danco Davcev
2001	B	`conf`	An agent based model as a marketing consultant of companies. SMC Andrea Kulakov, Vladimir Trajkovik, Danco Davcev