Vol. 20 No. 1 (2017): Information Technology and Management Science

Published: 03.01.2022

Preface

Editorial Board

3
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Neo-Fuzzy Encoder and Its Adaptive Learning for Big Data Processing

Yevgeniy Bodyanskiy, Iryna Pliss, Olena Vynokurova, Dmytro Peleshko, Yuriy Rashkevych

6-11
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Appropriate Number of Standard 2 × 2 Max Pooling Layers and Their Allocation in Convolutional Neural Networks for Diverse and Heterogeneous Datasets

Vadim V. Romanuke

12-19
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Impact of Training Set Batch Size on the Performance of Convolutional Neural Networks for Diverse Datasets

Pavlo M. Radiuk

20-24
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Comparative Analysis of Fuzzy Set Defuzzification Methods in the Context of Ecological Risk Assessment

Oļegs Užga-Rebrovs, Gaļina Kuļešova

25-29
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Different Approaches to Clustering – Cassini Ovals

Pēteris Grabusts

30-33
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Software Tool Implementing the Fuzzy AHP Method in Ecological Risk Assessment

Andrejs Radionovs, Oļegs Užga-Rebrovs

34-39
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Deep Convolutional Neural Networks: Structure, Feature Extraction and Training

Ivars Namatēvs

40-47
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Test Case Review Processes in Software Testing

Oksana Petunova, Solvita Bērziša

48-53
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A Case Study: Software Defect Root Causes

Laila Bergmane, Jānis Grabis, Edžus Žeiris

54-57
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Gamification in Software Development Projects

Valērija Platonova, Solvita Bērziša

58-63
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Data Analysis of Cybercrimes in Businesses

Shilpa Balan, Joseph Otto, Edgar Minasian, Arun Aryal

64-68
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Database Concepts in a Domain Ontology

Henrihs Gorskis, Ludmila Aleksejeva, Inese Poļaka

69-73
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The Role of the Super User in Achieving Business Process Management Maturity

Laila Māra Rizoto-Vidala-Pesoa, Oksana Kuzņecova

74-78
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A Bi-Modal Routing Problem with Cyclical and One-Way Trips: Formulation and Heuristic Solution

Roger B. Grinde

79-84
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A Concept of Simulation-based SC Performance Analysis Using SCOR Metrics

Irīna Šitova, Jeļena Pečerska

85-90
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Valuation of European Call Option via Inverse Fourier Transform

Oskars Rubenis, Andrejs Matvejevs

91-96
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An Application of Graphics Processing Units to Geosimulation of Collective Crowd Behaviour

Jānis Cjoskāns, Arnis Lektauers

97-102
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Data Analytics in CRM Processes: A Literature Review

Pāvels Gončarovs

103-108
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Supporting Problem Solving Process of Expert System Architecture in Database Administration

Andrejs Kauliņš

109-115
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Vol. 20 No. 1 (2017): Information Technology and Management Science

Articles