Intelligent Information and Database Systems

Data Mining Methods and Applications.- Mining Partially-Ordered Episode Rules in an Event Sequence.- Investigating Crossover Operators in Genetic Algorithms for High-Utility Itemset Mining.- Complexes of low dimensional linear classifiers with L1 margins.- Automatic Identification of Bird Species from Audio.- Session based recommendations using Recurrent neural networks - Long short-term memory.- UVDS: A New Dataset for Tra c Forecasting with Spatial-Temporal Correlation.- A Parallelized Frequent Temporal Pattern Mining Algorithm on a Time Series Database.- An efficient approach for mining high-utility itemsets from multiple abstraction levels.- Mining Class Association Rules on dataset with missing data.- Machine Learning Methods.- Clustering Count Data with Stochastic Expectation Propagation.- Entropy-Based Variational Learning of Finite Generalized Inverted Dirichlet Mixture Model.- Mixture-Based Unsupervised Learning for Positive Correlated Count Data.- Phase Prediction of Multi-principal Element Alloys Using Support Vector Machine and Bayesian optimization.- VEGAS: A variable length-based Genetic Algorithm for ensemble selection in deep ensemble learning.- Demand Forecasting for Textile Products using Statistical Analysis and Machine Learning Algorithms.- Parallelization of Reinforcement Learning Algorithms for Video Games.- Decision Support and Control Systems.- A Gap-based Memetic Differential Evolution (GaMeDE) applied to multi-modal optimisation - using multi-objective optimization concepts.- Simulating Emergency Departments Using Generalized Petri Nets.- What do you know about your network: an empirical study of value network awareness in e-commerce.- A robust approach to employee competences in project management.- Key Aspects of Customer Intelligence in the Era of Massive Data.- How Spatial Data Analysis Can Make Smart Lighting Smarter.- Natural Language Processing.- Convolutional Neural Networks for Web Documents Classification.- Sequential model-based optimization for Natural Language Processing Data Pipeline Selection and Optimization.- Automatic Cyberbullying Detection on Twitter Using Bullying Expression Dictionary.- Development of Morphological Segmentation for the Kyrgyz Language on Complete Set of Endings.- Tweets Topic Classification using Transformer-based Language Models.- A New Approach for Measuring the Influence of Users on Twitter.- Building a Domain Specific Knowledge Graph for Business Networking Analysis.- Cybersecurity Intelligent Methods.- N-tier machine learning-based architecture for DDoS attack detection.- Detection of Distributed Denial of Service Attacks using Automatic Feature Selection with Enhancement for Imbalance Dataset.- AntiPhiMBS: A New Anti-Phishing Model to Mitigate Phishing Attacks in Mobile Banking System at Application Level.- Missing/Incomplete Data Handling in Cybersecurity Applications.- An Experimental Study of Machine Learning for Phishing Detection.- Computer Vision Techniques.- Model for Application of Optical Passive SFM Method in Reconstruction of 3D Space and Objects.- Ground plane estimation for obstacle avoidance during fixed-wing UAV landing.- UAV on-board emergency safe landing spot detection system combining classical and deep learning-based segmentation methods.- Wasserstein Generative Adversarial Networks for Realistic Traffic Sign Image Generation.- An Approach to Automatic Detection of Architectural Fa cades in Spherical Images.- Computational Imaging and Vision.- Real-time Multi-view Face Masks Detector on Edge Device For Supporting Service Robots in the COVID-19 Pandemic.- Eye State Recognizer Using Light-weight Architecture for Drowsiness Warning.- NovemE - Color Space Net for Image Classification.- Application of Improved YOLOv3 Algorithm in Mask Recognition.- Simulation and Experiment in Solving Inverse Kinematic for Human Upper Limb by Using Optimization Algorithm.- Word Segmentation for Gujarati Hand