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Content
December 2017, Volume 20, Issue 1
- 6-11 Neo-Fuzzy Encoder and Its Adaptive Learning for Big Data Processing
by Bodyanskiy Yevgeniy & Pliss Iryna & Vynokurova Olena & Peleshko Dmytro & Rashkevych Yuriy - 12-19 Appropriate Number of Standard 2 × 2 Max Pooling Layers and Their Allocation in Convolutional Neural Networks for Diverse and Heterogeneous Datasets
by Romanuke Vadim V. - 20-24 Impact of Training Set Batch Size on the Performance of Convolutional Neural Networks for Diverse Datasets
by Radiuk Pavlo M. - 25-29 Comparative Analysis of Fuzzy Set Defuzzification Methods in the Context of Ecological Risk Assessment
by Užga-Rebrovs Oļegs & Kuļešova Gaļina - 30-33 Different Approaches to Clustering – Cassini Ovals
by Grabusts Pēteris - 34-39 Software Tool Implementing the Fuzzy AHP Method in Ecological Risk Assessment
by Radionovs Andrejs & Užga-Rebrovs Oļegs - 40-47 Deep Convolutional Neural Networks: Structure, Feature Extraction and Training
by Namatēvs Ivars - 48-53 Test Case Review Processes in Software Testing
by Petunova Oksana & Bērziša Solvita - 54-57 A Case Study: Software Defect Root Causes
by Bergmane Laila & Grabis Jānis & Žeiris Edžus - 58-63 Gamification in Software Development Projects
by Platonova Valērija & Bērziša Solvita - 64-68 Data Analysis of Cybercrimes in Businesses
by Balan Shilpa & Otto Joseph & Minasian Edgar & Aryal Arun - 69-73 Database Concepts in a Domain Ontology
by Gorskis Henrihs & Aleksejeva Ludmila & Poļaka Inese - 74-78 The Role of the Super User in Achieving Business Process Management Maturity
by Rizoto-Vidala-Pesoa Laila Māra & Kuzņecova Oksana - 79-84 A Bi-Modal Routing Problem with Cyclical and One-Way Trips: Formulation and Heuristic Solution
by Grinde Roger B. - 85-90 A Concept of Simulation-based SC Performance Analysis Using SCOR Metrics
by Šitova Irīna & Pečerska Jeļena - 91-96 Valuation of European Call Option via Inverse Fourier Transform
by Rubenis Oskars & Matvejevs Andrejs - 97-102 An Application of Graphics Processing Units to Geosimulation of Collective Crowd Behaviour
by Cjoskāns Jānis & Lektauers Arnis - 103-108 Data Analytics in CRM Processes: A Literature Review
by Gončarovs Pāvels - 109-115 Supporting Problem Solving Process of Expert System Architecture in Database Administration
by Kauliņš Andrejs
December 2016, Volume 19, Issue 1
- 4-5 In Memoriam Prof. Ģirts Vulfs and His Contribution to Information Technology as an Academic and Scientific Field in Latvia
by Grabis Jānis & Stirna Jānis - 6-8 In Memoriam Prof. Arkādijs Borisovs – Distinguished Scientist in Intelligent Computer Technologies
by Kuļešova Gaļina & Aleksejeva Ludmila - 10-15 Evaluation of Payoff Matrices for Non-Cooperative Games via Processing Binary Expert Estimations
by Romanuke Vadim - 16-22 Fuzzy Analytical Hierarchy Process for Ecological Risk Assessment
by Radionovs Andrejs & Užga-Rebrovs Oļegs - 23-28 Adaptive Fuzzy Clustering of Short Time Series with Unevenly Distributed Observations in Data Stream Mining Tasks
by Bodyanskiy Yevgeniy & Vynokurova Olena & Kobylin Ilya & Kobylin Oleg - 29-33 Using Fuzzy Probability Weights in Cumulative Prospect Theory
by Užga-Rebrovs Oļegs & Kuļešova Gaļina - 34-38 Decision Tree Creation Methodology Using Propositionalized Attributes
by Grabusts Pēteris & Borisovs Arkādijs & Aleksejeva Ludmila - 39-44 Markov Chain Modelling for Short-Term NDVI Time Series Forecasting
by Stepčenko Artūrs & Čižovs Jurijs - 45-52 Neural Network Modelling for Sports Performance Classification as a Complex Socio-Technical System
by Namatēvs Ivars & Aleksejeva Ludmila & Poļaka Inese - 53-56 Big Data Analysis of Home Healthcare Services
by Balan Shilpa & Otto Joseph - 57-64 Impact of Requirements Elicitation Processes on Success of Information System Development Projects
by Bormane Līga & Gržibovska Jūlija & Bērziša Solvita & Grabis Jānis - 65-70 Efficiency Measurement of Project Management Software Usage at State Social Insurance Agency
by Riņģis Māris & Bērziša Solvita - 71-77 Case Study: IoT Data Integration for Higher Education Institution
by Pinka Krišjānis & Kampars Jānis & Minkevičs Vladislavs - 78-84 Internet of Things: Structure, Features and Management
by Aleksandrovičs Vladislavs & Filičevs Eduards & Kampars Jānis - 85-91 Improved Database Schema Development for OWL2
by Gorskis Henrihs - 92-97 Comparison of SOAP and REST Based Web Services Using Software Evaluation Metrics
by Tihomirovs Juris & Grabis Jānis - 98-103 Review of Data Preprocessing Methods for Sign Language Recognition Systems based on Artificial Neural Networks
by Zorins Aleksejs & Grabusts Pēteris
December 2015, Volume 18, Issue 1
- 5-11 Selection of Software Development Project Lifecycle Model in Government Institution
by Medvedska Oksana & Berzisa Solvita - 12-16 Fuzzy Deductive Inference Scheme Application in Solving the Problem of Modelling Movements of the Hand Prosthesis
by Bozhenyuk Alexander & Bozheniuk Vitalii & Khamidulina Alexandra - 17-23 Method for Balancing Energy through the Mobility of Node Agent in Mobile Sensor Network
by Jurenoks Aleksejs & Novickis Leonids - 24-29 Simulation-Based Approach to Operating Costs Analysis of Freight Trucking
by Ozernova Natalja & Pecerska Jelena - 30-36 Decomposition of Enterprise Application: A Systematic Literature Review and Research Outlook
by Supulniece Inese & Polaka Inese & Berzisa Solvita & Grabis Janis & Meiers Egils & Ozolins Edgars - 37-41 Ontology Building Using Classification Rules and Discovered Concepts
by Gorskis Henrihs & Borisov Arkady - 42-48 Optimal Training Parameters and Hidden Layer Neuron Number of Two-Layer Perceptron for Generalised Scaled Object Classification Problem
by Romanuke Vadim - 49-56 Transport Simulation Model Calibration with Two-Step Cluster Analysis Procedure
by Zenina Nadezda & Romanovs Andrejs & Merkuryev Yuri - 57-61 Applying Markov Chains for NDVI Time Series Forecasting of Latvian Regions
by Stepchenko Arthur & Chizhov Jurij - 62-69 Software Delivery Risk Management: Application of Bayesian Networks in Agile Software Development
by Ancveire Ieva & Gailite Ilze & Gailite Made & Grabis Janis - 70-77 Hybrid Generalised Additive Type-2 Fuzzy-Wavelet-Neural Network in Dynamic Data Mining
by Bodyanskiy Yevgeniy & Vynokurova Olena & Pliss Iryna & Tatarinova Yuliia - 78-83 Learning Ontology from Object-Relational Database
by Kaulins Andrejs & Borisov Arkady - 84-90 Pickup and Delivery Selection: Problem Formulation and Extension to Problem Variants
by Ramaekers Katrien & Caris An & Maes Tabitha & Janssens Gerrit K. - 91-96 Case Study on Inventory Management Improvement
by Plinere Darya & Borisov Arkady - 97-102 Gastric Cancer Risk Analysis in Unhealthy Habits Data with Classification Algorithms
by Kirshners Arnis & Aleksejeva Ludmila & Polaka Inese - 103-108 Integrated Methodology for Information System Change Control Based on Enterprise Architecture Models
by Pirta Ruta & Grabis Janis - 109-114 Operating with Fuzzy Probability Estimates in Decision Making Processes with Risk
by Uzhga-Rebrov Oleg & Kuleshova Galina - 115-121 The Impact of Feature Selection on the Information Held in Bioinformatics Data
by Gasparovica-Asite Madara & Polaka Inese & Alekseyeva Ludmila - 122-128 Adaptation of Agile Project Management Methodology for Project Team
by Rasnacis Arturs & Berzisa Solvita - 129-134 Ontology-Based Classification System Development Methodology
by Grabusts Peter & Borisov Arkady & Aleksejeva Ludmila - 135-140 Heterogeneous versus Homogeneous Machine Learning Ensembles
by Petrakova Aleksandra & Merkurjeva Galina & Affenzeller Michael
December 2014, Volume 17, Issue 1
- 9-18 Decision Support Models and Software for the Differential Immunophenotype Diagnostics of Leukosis and Lymphomas/ Lēmumu pieņemšanas modeļi un programmnodrošinājums diferenciālajai imūnajai fenotipiskajai leikožu un limfomu diagnostikai/ Модели принятия решений и программное обеспечение для дифференциальной иммунофенотипической диагностики лейкозов и лимфом
by Novoselova Natalia & Tom Igor & Belevtsev Michael - 19-24 Least Squares Support Vector Machine Based on Wavelet-Neuron/ Uz wavelet neironiem balstītā minimālo kvadrātu atbalsta vektoru mašīna/ Машина опорных векторов наименьших квадратов на основе вэйвлет-нейрона
by Bodyanskiy Yevgeniy & Vynokurova Olena & Kharchenko Oleksandra - 25-31 Methods of Forecasting Based on Artificial Neural Networks/ Prognozēšanas metodes, kas balstītas uz mākslīgajiem neironu tīkliem/ Методы прогнозирования, основанные на искусственных нейронных сетях
by Stepchenko Arthur & Borisov Arkady - 32-38 Towards the Model-driven Software Configuration Management Process/ Modeļu vadāmais programmatūras konfigurācijas pārvaldības process/ Процесс управления конфигурациями программного обеспечения, основанный на моделях
by Bartusevics Arturs & Novickis Leonids - 39-44 Modeling-based Risk Analysis of a Small Enterprise/ Modelēšanā bāzēta mazā uzņēmuma risku analīze/ Анализ рисков малого предприятия на основе моделирования
by Bendza Kristine & Pecerska Jelena - 45-49 Building Ontology from Relational Database/ Ontoloģiju izveide no relāciju datubāzes/ Построение онтологии по реляционной базе данных
by Kaulins Andrejs & Borisov Arkady - 50-54 Application of Fuzzy Logic for Risk Assessment/ Izplūdušās loģikas pielietojums risku analīzē/ Применение нечеткой логики для анализа рисков
by Radionovs Andrejs & Uzhga-Rebrov Oleg - 55-60 Knowledge-based System Design Based on Generic Method Conception/ Uz zināšanām bāzētas sistēmas izstrāde, lietojot vispārīgās metodes konceptus/ Разработка системы, основанной на знаниях, используя общие концепты метода
by Gorskis Henrihs & Borisov Arkady - 61-65 Development of Ontological Knowledge Model for Raw Materials Management Task/ Ontoloģiskā zināšanu modeļa izstrāde izejvielu pārvaldības uzdevumam Построение онтологической модели знаний для задачи управления материальными ресурсами
by Plinere Darya & Borisov Arkady - 66-73 Optimization of the Fuzzy Investment Portfolio during the Time Period/ Investīciju portfeļa optimizācija laika periodā/ Оптимизация инвестиционного портфеля в течение периода времени
by Sydoruk Inna & Zaychenko Yuri - 74-80 STORN: Solution to Traversal of Road Networks/ RCTI: izbraucama ceļu tīkla risinājums/ РПДС: Решение дорожных сетей для проезда
by Kampars Janis & Shmite Elina - 81-85 Evaluation of the Ontological Knowledge Model/ Ontoloģiskā zināšanu modeļa novērtēšana/ Оценка качества онтологической модели знаний
by Plinere Darya & Borisov Arkady - 86-91 Ontology-based Image Representation/ Uz ontoloģiju bāzēta attēla reprezentācija/ Представление изображения на основе онтологии
by Stepchenko Arthur & Borisov Arkady - 92-97 Fuzzy Classification System for Bioinformatics Data Analysis/ Izplūdusī klasifikācijas sistēma bioinformātikas datu analīzei/ Система нечеткой классификации данных биоинформатики
by Gasparovica-Asite Madara & Aleksejeva Ludmila - 98-105 Stock Market Structural Changes Discovering Helical Structure of Volatility Wave Fourier Image/ Akciju tirgu struktūras izmaiņu atklāšana, izpētot volatilitātes viļņu Furjē attēla spirālveida struktūru/ Выявление структурных изменений фондовых рынков, исследующих спиралевидную структуру Фурье образа волн волатильности
by Puckovs Andrejs & Matvejevs Andrejs - 106-110 Modeling VIX Index Based on Semi-parametric Markov Models with Frank Copula/ VIX indeksa modelēšana, izmantojot neparametriskos Markova modeļus ar Franka kopulu/ Моделирование VIX индекса посредством непараметрических Марковских моделей с копулой Франка
by Matvejevs Andrejs & Fjodorovs Jegors - 111-118 Alternative Methods for Combining Probability Boxes/ Alternatīvās metodes varbūtības kastu kombinēšanai/ Альтернативные методы комбинирования вероятностных ящиков
by Uzhga-Rebrov Oleg & Kuleshova Galina - 119-125 Markov Chains in the Task of Author’s Writing Style Profile Construction/ Markova ķēžu pielietošanas iespēju izpēte autora stila identifikācijai/ Исследование возможностей применения Марковских цепей для идентификации авторского стиля
by Osipovs Pavels & Rinkevics Andrejs & Kuleshova Galina & Borisov Arkady - 126-131 State of the Art in the Healthcare Cyber-physical Systems/ Veselības aizsardzības kiberfizikālo sistēmu apskats Современное состояние медицинских кибер-физических систем
by Skorobogatjko Alyona & Romanovs Andrejs & Kunicina Nadezhda - 132-137 Artificial Neural Network Generalization and Simplification via Pruning/ Mākslīgo neironu tīklu vispārināšana un vienkāršošana, izmantojot samazināšanu/ Обобщение и упрощение искусственных нейронных сетей через урезание
by Bondarenko Andrey & Borisov Arkady - 138-143 ITIL Self-assessment Approach for Small and Medium Digital Agencies/ ITIL pašnovērtējuma pieeja mazām un vidējām digitālām aģentūrām/ Подход самооценки ITIL для малых и средних цифровых агентств
by Binders Zigurds & Romanovs Andrejs - 144-149 Scenario Development Approach to Management Simulation Games/ Vadību imitējošo spēļu scenāriju veidošanas pieeja/ Подход для разработки сценариев в деловых имитационых играх
by Bikovska Jana
December 2013, Volume 16, Issue 1
- 11-17 Multi-model Description of Monitoring and Control Systems of Natural and Technological Objects
by Sokolov Boris & Okhtilev Mikhail & Potryasaev Semyon & Merkuryev Yuri - 18-26 Models and Algorithms for the Reconfiguration of Virtual Enterprise Information System Structure
by Romānovs Andrejs & Trufanovs Aleksandrs & Sokolov Boris & Burakov Vadim & Potryasaev Semyon - 27-32 Variational Maximum Likelihood Method and Its Application to Aerospace Navigation
by Mironov Viacheslav & Mironov Yury & Sokolov Boris & Yusupov Rafael - 33-36 Monitoring Facilities and Information Processing of Water Pollution
by Matiash Valerii - 37-41 Methodological and Technological Foundations of Remote Sensing Monitoring and Modelling of Natural and Technological Objects
by Zelentsov Viacheslav & Sokolov Boris & Brovkina Olga & Mochalov Victor - 42-46 Water Flow Forecasting and River Simulation for Flood Risk Analysis
by Merkuryeva Galina V. & Kornevs Maksims - 47-52 Flexible Neo-fuzzy Neuron and Neuro-fuzzy Network for Monitoring Time Series Properties
by Bodyanskiy Yevgeniy & Pliss Iryna & Vynokurova Olena - 53-59 Algorithm for Monitoring Minimum Cost in Fuzzy Dynamic Networks
by Bozhenyuk Alexander & Gerasimenko Evgeniya - 60-65 Research on the Classification Ability of Deep Belief Networks on Small and Medium Datasets
by Bondarenko Andrey & Borisov Arkady - 66-72 Reusable Components in Knowledge-based Configuration Design Systems
by Gorskis Henrihs & Borisov Arkady - 73-78 Monitoring Perceived Usability of ERP Systems in Latvian Medium, Small and Micro Enterprises
by Šūpulniece Inese & Boguševiča Anna & Petrakova Aleksandra & Grabis Jānis - 79-84 Suitability Analysis of Routing Algorithms for Web-based Transportation Planning
by Jaunzems Davis & Lektauers Arnis - 85-88 Clustering Algorithm for Travel Distance Analysis
by Zenina Nadezda & Borisov Arkady - 89-94 Regression Analysis for Transport Trip Generation Evaluation
by Zenina Nadezda & Borisov Arkady - 95-100 Feature Ranking by Classification Accuracy Estimation of Multiple Data Samples
by Novoselova Natalia & Tom Igor & Borisov Arkady & Polaka Inese - 101-105 A System Dynamics Model for Basin Level Forecasting on the Basis of a Digital Elevation Model
by Pecherska Jelena - 106-113 Crowdsourcing-based Technique for the Development of Sociotechnical System with Application to the Monitoring of Natural and Technological Objects
by Lektauers Arnis & Romanovs Andrejs & Cumiks Aleksejs & Butenko Vitalijs A. & Potrjasaev Semjon - 114-120 The Application of Class Structure to Classification Tasks
by Polaka Inese & Borisov Arkady - 121-130 Models of the Monitoring and Control of Natural and Technological Objects
by Romanovs Andrejs & Lektauers Arnis & Soshko Oksana & Zelentsov Viacheslav - 131-136 The Comparison of Approaches Used for Estimating Uncertain Probabilities
by Uzhga-Rebrov Oleg & Kuleshova, Galina - 137-142 Regression-based Daugava River Flood Forecasting and Monitoring
by Bolshakov Vitaly
December 2012, Volume 15, Issue 1
- 9-64 Advantages and Disadvantages of Professional and Free Software for Teaching Statistics
by Paura Liga & Arhipova Irina - 15-19 The Analysis of Rating Data of the Latvian Higher Education Institutions Using Clustering
by Grabusts Peter - 20-25 The Analysis of Noise Level of RGB Image Generated Using SOM
by Kodors Sergejs & Grabusts Peter - 26-31 The Analysis of Efficiency Dependence of the Shortest Path Finding Algorithms A* and HPA
by Zarembo Imants & Uzhga-Rebrov Oleg - 32-44 The Modelling and Simulation of Complex Systems: Methodology and Practice. An Overview
by Merkuryev Yuri - 45-51 The Optimization of COCOMO Model Coefficients Using Genetic Algorithms
by Galinina Anna & Burceva Olga & Parshutin Sergei - 52-57 Motion Planning of an Autonomous Robot in Closed Space with Obstacles
by Valbahs Edvards & Grabusts Peter - 58-64 Approaches to the Creation of Behavioural Patterns of Information System Users
by Osipovs Pavels & Borisov Arkady - 65-69 A Comparative Analysis of Short Time Series Processing Methods
by Kirshners Arnis & Borisov Arkady - 70-75 The Impact of Cluster Stability on Class Decomposition in Antibody Display Data
by Polaka Inese & Borisov Arkady - 76-86 Wavelet Transform Modulus Maxima Approach for World Stock Index Multifractal Analysis
by Puckovs Andrejs & Matvejevs Andrejs - 87-92 Cloud Computing Evaluation Based on Financial Metrics
by Kornevs Maksims & Minkevica Vineta & Holm Marcus - 93-98 Ontology Building Using Data Mining Techniques
by Dumpe Daiga & Arhipova Irina - 99-104 Assessing the Need of Information Technology Control Environment Establishment
by Pirta Ruta & Strazdina Renate - 105-110 Project Phase Dependent Configuration of Project Management Information Systems
by Berzisa Solvita & Grabis Janis - 111-115 A Method for the Effective Configuration of Reuse- Oriented Software Release and Its Application in the Field of Insurance
by Bartusevics Arturs & Kotovs Vladimirs & Novickis Leonids - 116-119 The Evaluation of Financial Assets with Autocorrelations in Returns
by Egle Aigars & Matvejevs Andrejs & Fjodorovs Jegors - 120-126 The Use of BEXA Family Algorithms in Bioinformatics Data Classification
by Gasparoviсa Madara & Aleksejeva Ludmila & Gersons Valdis - 127-133 The Analysis and Modelling of Social Networks: Leader Identification and Information Dissemination
by Cumiks Aleksejs & Romanovs Andrejs - 134-141 Nano-Accelerometers for Acceleration Measurement of Objects Moving in the Rarefied Gaseous Environments
by Matvejevs Aleksandrs & Matvejevs Andrejs - 142-146 Receivables Management: Optimization of Problematic Business Process of the Telecommunications Company
by Sverdan Mikhail & Korzachenko Olga - 149-160 Optimization of the Fuzzy Investment Portfolio under Conditions of Uncertainty
by Zaychenko Yuri & Sydoruk Inna - 161-165 The Extraction of Elliptical Rules from the Trained Radial Basis Function Neural Network
by Bondarenko Andrey & Borisov Arkady - 166-170 The Evaluation of Capabilities of Intellectual Intrusion Detection Systems for the Use in Web- Based Information Systems
by Dorogovs Pjotrs & Romanovs Andrejs - 171-175 The Use of Intrusion Detection Systems Based on the Network Behaviour Analysis in SCADA Networks
by Skorobogatjko Aljona & Dorogovs Pjotrs & Romanovs Andrejs - 176-182 Approaches to the Construction of Behavioural Patterns of Information System Users
by Osipovs Pavels & Borisov Arkady - 183-188 Ontology Building Using Data Mining Techniques
by Gorskis Henrihs & Chizhov Yuri - 189-194 Some Approaches to Combining Probabilistic and Fuzzy Uncertainties
by Uzhga-Rebrov Oleg & Kuleshova Galina - 195-199 Simulation-Based Analysis of the Goldmine System Operation
by Andersone Liene & Bogusevica Anna & Petrakova Aleksandra & Petuhova Julija - 200-205 The Development of an Integrated Geosimulation Environment for Public Transit Analysis and Planning
by Lektauers Arnis & Petuhova Julija & Teilans Artis & Kleins Arnis