A. Kulakov

发表

Interactivism in artificial intelligence (AI) and intelligent robotics

G. Stojanov, G. Trajkovski, A. Kulakov, 2006 .

Protein Binding Sites Prediction Using Ensembles

A. Kulakov, G. Mirceva, 2013 .

Improvement of protein binding sites prediction by selecting amino acid residues' features.

Georgina Mirceva, Andrea Kulakov, A. Kulakov, 2015, Journal of structural biology.

1 Final Report for the CIS Summer Research Grant Efficient Data Management in Wireless Sensor Networks using Artificial Neural Networks

A. Kulakov, 2006 .

TREES FOR PROTEIN BINDING SITES PREDICTION USING WEIGHTED AVERAGING FUZZY AGGREGATION OPERATORS

A. Kulakov, G. Mirceva, 2014 .

Classification of Protein Structures Using Deep Learning Models

A. Kulakov, G. Mirceva, A. Naumoski, 2022, 2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO).

Classifying Protein Structures by Using Protein Ray Based Descriptor, KNN and FuzzyKNN Classification Methods

G. Mirceva, A. Naumoski, A. Kulakov, 2020, 2020 43rd International Convention on Information, Communication and Electronic Technology (MIPRO).

Experiments in Data Management for Wireless Sensor Networks

D. Davcev, A. Kulakov, S. Gancev, 2008, 2008 Second International Conference on Sensor Technologies and Applications (sensorcomm 2008).

Intelligent Wireless Sensor Networks Using FuzzyART Neural-Networks

Danco Davcev, Andrea Kulakov, A. Kulakov, 2007, 2007 12th IEEE Symposium on Computers and Communications.

Intelligent Data Acquisition and Processing Using Wavelet Neural-Networks

D. Davcev, A. Kulakov, A. Kulakov, 2005, 2005 IEEE Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications.

Learning patterns in wireless sensor networks based on wavelet neural networks

Georgi Stojanov, Danco Davcev, Andrea Kulakov, 2005, 11th International Conference on Parallel and Distributed Systems (ICPADS'05).

Distributed data processing in wireless sensor networks based on artificial neural-networks algorithms

Danco Davcev, Andrea Kulakov, A. Kulakov, 2005, 10th IEEE Symposium on Computers and Communications (ISCC'05).

Application of wavelet neural-networks in wireless sensor networks

Danco Davcev, Andrea Kulakov, Goran Trajkovski, 2005, Sixth International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing and First ACIS International Workshop on Self-Assembling Wireless Network.

Intelligent data aggregation in sensor networks using artificial neural-networks algorithms

Danco Davcev, Andrea Kulakov, A. Kulakov, 2005 .

Implementing artificial neural-networks in wireless sensor networks

D. Davcev, G. Trajkovski, A. Kulakov, 2005, IEEE/Sarnoff Symposium on Advances in Wired and Wireless Communication, 2005..

Tracking of unusual events in wireless sensor networks based on artificial neural-networks algorithms

Danco Davcev, Andrea Kulakov, A. Kulakov, 2005, International Conference on Information Technology: Coding and Computing (ITCC'05) - Volume II.

Intelligent DataAcquisition andProcessing UsingWavelet Neural-Networks

Andrea Kulakov, A. Kulakov, 2005 .

Position Estimation of Mobile Robots Using Unsupervised Learning Algorithms

Andrea Kulakov, Petre Lameski, A. Kulakov, 2009, ICT Innovations.

Learning and position estimation of a mobile robot in an indoor environment using FuzzyART neural network

Danco Davcev, Andrea Kulakov, Petre Lameski, 2009, 2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics.

Sound and video processing in wireless sensor networks

D. Davcev, G. Stojanov, A. Kulakov, 2006, IECON 2006 - 32nd Annual Conference on IEEE Industrial Electronics.

THE ROLE OF ARTIFICIAL NEURAL NETWORKS IN DETECTION OF PULMONARY FUNCTIONAL ABNORMALITIES

Andrea Kulakov, Aneta Mirceska, Saso Stoleski, 2009 .

Top-Down Approach for Protein Binding Sites Prediction Based on Fuzzy Pattern Trees

Georgina Mirceva, Andrea Kulakov, A. Kulakov, 2012, ICT Innovations.

Inductive Logic Programming (ILP) and Reasoning by Analogy in Context of Embodied Robot Learning

Georgi Stojanov, Andrea Kulakov, Vesna Poprcova, 2010, Int. J. Agent Technol. Syst..

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

Eftim Zdravevski, Slobodan Kalajdziski, Andrea Kulakov, 2015, 2015 Federated Conference on Computer Science and Information Systems (FedCSIS).

TOWARDS A GENERAL TECHNIQUE FOR TRANSFORMATION OF NOMINAL FEATURES INTO NUMERIC FEATURES IN SUPERVISED LEARNING

Eftim Zdravevski, Andrea Kulakov, Petre Lameski, 2014 .

System for Prediction of the Winner in a Sports Game

Eftim Zdravevski, Andrea Kulakov, A. Kulakov, 2009, ICT Innovations.

Architecture for Wireless Sensor and Actor Networks Control and Data Acquisition

Eftim Zdravevski, Danco Davcev, Andrea Kulakov, 2011, 2011 International Conference on Distributed Computing in Sensor Systems and Workshops (DCOSS).

Review of Automated Weed Control Approaches: An Environmental Impact Perspective

Eftim Zdravevski, Andrea Kulakov, Petre Lameski, 2018, ICT Innovations.

Weed Detection Dataset with RGB Images Taken Under Variable Light Conditions

Eftim Zdravevski, Vladimir Trajkovik, Andrea Kulakov, 2017, ICT Innovations.

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

Rossitza Goleva, Nuno Pombo, Eftim Zdravevski, 2017, IEEE Access.

On Curiosity in Intelligent Robotic Systems

Georgi Stojanov, Andrea Kulakov, G. Stojanov, 2006, AAAI Fall Symposium: Interaction and Emergent Phenomena in Societies of Agents.

Inductive Logic Programming and Embodied Agents: Possibilities and Limitations

Georgi Stojanov, Andrea Kulakov, Blerim Mustafa, 2009, Int. J. Agent Technol. Syst..

Testbed Environment for Wireless Sensor and Actuator Networks

Vladimir Trajkovic, Danco Davcev, Andrea Kulakov, 2010, 2010 Fifth International Conference on Systems and Networks Communications.

Automatic Recognition of Emotions from Speech

Martin Gjoreski, Hristijan Gjoreski, Andrea Kulakov, 2019 .

Machine Learning Approach for Emotion Recognition in Speech

Martin Gjoreski, Hristijan Gjoreski, Andrea Kulakov, 2014, Informatica.

Feature Ranking Based on Information Gain for Large Classification Problems with MapReduce

Sonja Filiposka, Eftim Zdravevski, Dimitar Trajanov, 2015, 2015 IEEE Trustcom/BigDataSE/ISPA.

Application of BCI Technology for Color Prediction Using Brainwaves

Eftim Zdravevski, Andrea Kulakov, Petre Lameski, 2012 .

Parallel computation of information gain using Hadoop and MapReduce

Sonja Filiposka, Eftim Zdravevski, Dimitar Trajanov, 2015, 2015 Federated Conference on Computer Science and Information Systems (FedCSIS).

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

Dejan Gjorgjevikj, Eftim Zdravevski, Andrea Kulakov, 2014, 2014 Federated Conference on Computer Science and Information Systems.

Comparison of different model's performances in task of document classification

Evgenija Stevanoska, Goran Velinov, Andrea Kulakov, 2018, WIMS.

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

Eftim Zdravevski, Andrea Kulakov, Petre Lameski, 2015, RSFDGrC.

Cluster-based MDS algorithm for nodes localization in wireless sensor networks with irregular topologies

Danco Davcev, Andrea Kulakov, Biljana L. Stojkoska, 2008, CSTST.

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

Eftim Zdravevski, Andrea Kulakov, Petre Lameski, 2016, 2016 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP).

Examination of Different Representations of Proteins Using Protein Ray-based Descriptor and Deep Learning Models

A. Kulakov, G. Mirceva, A. Naumoski, 2023, 2023 46th MIPRO ICT and Electronics Convention (MIPRO).

Classification of Protein Structures by Making Fuzzy-Rough Feature Selection

Georgina Mirceva, Andrea Kulakov, Andreja Naumoski, 2020, 2020 4th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT).

Protein classification by using four approaches for extraction of the protein ray-based descriptor

Georgina Mirceva, Andrea Kulakov, A. Kulakov, 2020 .

Feature Selection for Improved Classification of Protein Structures

G. Mirceva, A. Naumoski, A. Kulakov, 2019, 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO).

A Novel Approach For Classifying Protein Structures Based On Fuzzy Decision Tree

Georgina Mirceva, Andrea Kulakov, Andreja Naumoski, 2018, 2018 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT).

Towards Cleaner Environments by Automated Garbage Detection in Images

Eftim Zdravevski, Andrea Kulakov, Petre Lameski, 2020, ICT Innovations.

Structures, inner values, hierarchies and stages: essentials for developmental robot architectures

Georgi Stojanov, Andrea Kulakov, G. Stojanov, 2002 .

Modified growing neural gas algorithm for faster convergence on signal distribution sudden change

Andrea Kulakov, Stojanco Gancev, A. Kulakov, 2009, 2009 XXII International Symposium on Information, Communication and Automation Technologies.

Interactivist approach to representation in epigenetic agents

Georgi Stojanov, Andrea Kulakov, G. Stojanov, 2003 .

Suppression of Intensive Care Unit False Alarms Based on the Arterial Blood Pressure Signal

Saso Koceski, Eftim Zdravevski, Vladimir Trajkovik, 2017, IEEE Access.

Improvement of protein binding sites prediction by selecting amino acid residues' features.

A. Kulakov, G. Mirceva, 2015, Journal of structural biology.