Note: Intro -- Preface -- Contents -- A Timetabling Application for the Assignment of School Classrooms -- Abstract -- 1 Introduction -- 2 Development -- 2.1 Methodology -- 2.2 Constraints -- 3 Model -- 3.1 Variables -- 3.2 Objective Function -- 3.3 Constraints -- 3.4 Form Filling -- 4 Mathematical Programming Model in Worksheet -- 5 Conclusions -- References -- Estimation of Electricity Prices in the Mexican Market -- Abstract -- 1 Introduction -- 2 Alpha Stable Regression -- 3 Estimation of Electricity Price in Mexico -- 4 Conclusions -- References -- Predicting the Quality of MIS Characteristics and End-Users' Perceptions Using Artificial Intelligence Tools: Expert Systems and Neural Network -- Abstract -- 1 Introduction -- 2 Theoretical Foundations -- 2.1 Assessment Factors of IS -- 2.2 Expert System Concepts -- 3 Methodology -- 4 Design and Implementation of Knowledge -- 5 ANN Prediction Model of End-Users Perceptions -- 5.1 Factors of the Prediction Model -- 6 Result and Conclusion -- Appendix A: CLIPS Code of the Developed Expert System -- References -- Fuzzy Logic Controller for Modeling of Wind Energy Harvesting System for Remote Areas -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Description of Wind Energy Harvesting System -- 4 Fuzzy Logic Controller -- 5 Simulation and Results -- 6 Conclusion -- References -- Developing a Technique to Select Potential Candidates Using a Combination of Rough Sets and Fuzzy Sets -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Method -- 3.1 Data Pre-processing Module -- 3.2 Query Execution Module -- 3.3 Analysis and Output Module -- 3.3.1 Dimension Reduction Using Rough Set -- 3.3.2 Fuzzy Clustering -- 3.3.3 Output Generation -- 4 Implementation and Experiments -- 5 Conclusion -- References -- Distributed Multi Cloud Storage System to Improve Data Security with Hybrid Encryption. , 1 Introduction -- 2 Cloud Attacks -- 3 Related Work -- 4 System Architecture and Design -- 4.1 Encryption and Decryption Module -- 4.2 Storage Module -- 4.3 Key Management Server -- 5 Experimental Setup -- 5.1 Storing Data -- 5.2 Retrieving Data -- 5.3 Cost and Data Availability -- 5.4 User Control -- 6 Performance Evaluations -- 7 Conclusion -- References -- Examining the Impact of Land Use/Land Cover Characteristics on Flood Losses: A Case Study of Surat City -- Abstract -- 1 Introduction -- 2 Study Area -- 3 Data Collection -- 3.1 Flood Scenarios at Surat City -- 4 Methodology -- 4.1 LULC for the Study Area -- 4.2 Flood Losses -- 5 Result and Conclusion -- References -- On the Development of Model for Grain Seed Reaction on Pre Sowing Treatment -- Abstract -- 1 Existing Approaches to the Construction of Models of Biological Objects -- 2 Developed Model -- 3 Conclusion -- References -- Development of a Laboratory Unit for Assessing the Energy Intensity of Grain Drying Using Microwave -- Abstract -- 1 Introduction -- 2 Main Part -- 2.1 Driving Forces of Heat and Moisture Transfer -- 2.2 Research Method -- 2.3 Results and Discussion -- 3 Conclusions -- References -- Intelligent Electrophysiological Control of Cows Milk Reflex by Registration Electrical Skin Activity -- Abstract -- 1 Introduction -- 1.1 Background -- 1.2 Objective -- 2 Method -- 2.1 The Research of Cows CNS Response While the Frequency Modulation of HFF on the Udder Take Place -- 2.2 Discussion and Research -- 2.3 The Application of HFF Influence in Regimes 15 and 30 Watts (W) at the Cows Udder Gave Various Effects -- 3 Results -- 4 Conclusions -- References -- Use of Computing Techniques for Flood Management in a Coastal Region of South Gujarat-A Case Study of Navsari District -- Abstract -- 1 Introduction -- 1.1 Use of Computational Techniques in Water Resources Engineering. , 1.2 Computational Techniques Used Flood Management -- 2 Case Study Area -- 2.1 Mapping of Flood and Its Management -- 3 Data Collection -- 3.1 HEC-RAS -- 3.2 ArcGIS -- 3.3 Boundary Condition -- 4 Methodology -- 4.1 Pre-Processing (Arc-GIS and HEC-GeoRAS) -- 4.1.1 DEM (Digital Elevation Model) -- 4.1.2 Georeferencing -- 4.1.3 Shapefiles -- 4.1.4 Mosaic -- 4.2 HEC-RAS Model Execution -- 5 Results and Discussion -- 5.1 Advantages and Limitation of HEC-RAS -- 6 Conclusion -- References -- Structural Design of an LMU Using Approximate Model and Satisficing Trade-Off Method -- Abstract -- 1 Introduction -- 2 Stiffness Analysis and Design of Experiments (DOE) -- 3 Generation of Hybrid Metamodel -- 3.1 Kriging -- 3.2 Response Surface Methodology -- 3.3 Hybrid Metamodel -- 4 Determination of the Reinforcement Steel Plates Using Multiobjective Optimization -- 4.1 Satisficing Trade-Off Method -- 4.2 Optimization Formulation -- 4.3 Optimization Results and Comparisons -- 5 Conclusion -- Acknowledgment -- References -- Recognition of Cow Teats Using the 3D-ToF Camera When Milking in the "Herringbone" Milking Parlor -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Materials and Methods -- 4 Research Results -- 5 Conclusion -- 6 Future Work -- References -- Changes in Heart Rate Dynamics with Menstrual Cycles -- Abstract -- 1 Introduction -- 2 Methods -- 2.1 Study Subjects -- 2.2 Protocol -- 2.3 Measurements -- 2.4 Analysis of HRV and Heart Rate Dynamics -- 2.5 Statistical Analysis -- 3 Results -- 3.1 Basic Findings of 24-h ECG -- 3.2 Time Domain and Frequency Domain Analysis of HRV -- 3.3 Nonlinear Indices of Heart Rate Dynamics -- 3.4 Basal and Percentile Heart Rate -- 3.5 HRV Makers of Sleep Stage and Sleep Disordered Breathing -- 4 Discussions -- References -- Verifying the Gaming Strategy of Self-learning Game by Using PRISM-Games -- Abstract. , 1 Introduction -- 2 Background Theories -- 2.1 Reinforcement Learning -- 2.2 Safe Reinforcement Learning via Shielding -- 2.3 Q-learning -- 2.4 Monte Carlo Tree Search (MCTS) -- 2.5 Model Checking -- 2.6 Probabilistic Model Checking Using PRISM-Games -- 3 Related System -- 4 Applied Area -- 5 Purposed System -- 6 Experimental Results -- 7 Conclusion -- Acknowledgments -- References -- Optimization of Parquetting of the Concentrator of Photovoltaic Thermal Module -- Abstract -- 1 Introduction -- 2 The Method of Three-Dimensional Parquetting the Surface of a Parabolic Concentrator -- 3 Method of Fan-Shaped Parqueting of Surface of the Parabolic Concentrator -- 4 Parabolic Concentrator for Photovoltaic Thermal Receiver -- 5 Conclusion -- References -- Optimization of the Process of Anaerobic Bioconversion of Liquid Organic Wastes -- Abstract -- 1 Introduction -- 2 Background -- 3 Results of Investigations -- 4 Conclusion -- Acknowledgment -- References -- Efficiency Optimization of Indoor Air Disinfection by Radiation Exposure for Poultry Breeding -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Materials and Methods -- 4 Research Results -- 5 Conclusions -- 6 Future Work -- References -- Optimal Power Flow Considering Cost of Wind and Solar Power Uncertainty Using Particle Swarm Optimization -- 1 Introduction -- 2 Modelling Wind and Solar Generation Costs -- 2.1 Wind Farm Power Output Probability Distribution -- 2.2 Solar Farm Power Output Probability Distribution -- 2.3 Opportunity Costs for Wind and Solar Shortage -- 2.4 Opportunity Costs for Wind and Solar Surplus -- 3 OPF Incorporating Renewable Generation Cost -- 3.1 Mathematical Model -- 4 Results and Discussions -- 5 Conclusion -- References. , Improvement of the Numerical Simulation of the Machine-Tractor Unit Functioning with an Elastic-Damping Mechanism in the Tractor Transmission of a Small Class of Traction (14 kN) -- Abstract -- 1 Introduction -- 2 Purpose of Research -- 3 Materials and Methods -- 4 Discussion Results -- 5 Conclusions -- Acknowledgements -- References -- Decomposition Algorithm for Irregular Placement Problems -- Abstract -- 1 Introduction -- 2 Problem Formulation -- 3 A Solution Strategy -- 4 Conclusions -- References -- Smart Homes: Methodology of IoT Integration in the Architectural and Interior Design Process - A Case Study in the Historical Center of Athens -- Abstract -- 1 Introduction -- 2 Methodology -- 3 Case Study: N Apartment and the Design Strategy of a Smart Home -- 3.1 New Forms of Design Stages Emerged - The Interaction Design and the Formation of Smart Space -- 4 'Enhanced' Architectural Design Emerging from the Integration of IoT in the Interior Design Process -- 5 Conclusion -- References -- The Mechanism of Intensification of Heat and Moisture Transfer During Microwave-Convective Processing Grain -- Abstract -- 1 Introduction -- 2 Main Part -- 2.1 The Mechanism of Removing Moisture -- 2.2 Regularities of Heat Transfer -- 2.3 Heat Moisture Transfer with Microwave Heating -- 3 Conclusions -- References -- Application of the Topological Optimization Method of a Connecting Rod Forming by the BESO Technique in ANSYS APDL -- Abstract -- 1 Introduction -- 2 Problem State -- 3 Description of the Optimization Method -- 4 Getting a New Part Shape -- 5 Optimization the Shape of an Existing Part -- 6 Conclusion -- References -- The Concept of Information Modeling in Interactive Intelligence Systems -- Abstract -- 1 Introduction -- 2 Problem State -- 3 Description of the Concept of Information Modeling in Interactive Intelligence Systems -- 4 Conclusion. , References.

Note: Intro -- Conference Committees ICO'2021 -- Steering Committee -- General Chair -- Honorary Chairs -- TPC Chairs -- Special Sessions Chairs -- Keynote Chairs and Panel Chairs -- Publicity and Social Media Chairs -- Workshops and Tutorials Chairs -- Posters and Demos Chairs -- Sponsorship and Exhibition Chairs -- Publications Chairs -- Webinar Coordinator -- Web Editor -- Reviewers -- Contents -- Editors -- Sustainable Artificial Intelligence Applications -- Low-Light Image Enhancement with Artificial Bee Colony Method -- Abstract -- 1 Introduction -- 2 Image Contrast -- 3 Enhancement of Image Contrast by Using ABC -- 4 Experimental Settings and Results -- 5 Conclusions -- References -- Optimal State-Feedback Controller Design for Tractor Active Suspension System via Lévy-Flight Intensified Current Search Algorithm -- Abstract -- 1 Introduction -- 2 Dynamic Model of Tractor Active Suspension System -- 3 Problem Formulation -- 4 Results and Discussions -- 5 Conclusions -- References -- The Artificial Intelligence Platform with the Use of DNN to Detect Flames: A Case of Acoustic Extinguisher -- Abstract -- 1 Introduction -- 2 The Use of Deep Neural Networks for Flame Detection -- 3 Architecture of Neural Networks Used -- 4 Conclusion -- References -- Adaptive Harmony Search for Cost Optimization of Reinforced Concrete Columns -- Abstract -- 1 Introduction -- 2 Methodology -- 3 Numerical Example -- 4 Conclusion -- Acknowledgments -- References -- Efficient Traffic Signs Recognition Based on CNN Model for Self-Driving Cars -- Abstract -- 1 Introduction -- 2 Related Work -- 3 The Proposed Model -- 4 Experimental Work -- 4.1 Used Dataset -- 4.2 Programming Tools -- 4.3 Evaluation -- 5 Illustration of the Obtained Results -- 6 Discussion -- 7 Conclusion and Future Suggestions -- References. , Optimisation and Prediction of Glucose Production from Oil Palm Trunk via Simultaneous Enzymatic Hydrolysis -- Abstract -- 1 Introduction -- 2 Methodology -- 2.1 Material -- 2.2 Preparation of Immobilized Beads of Enzymes -- 2.3 Extraction of Starch and Enzymatic Hydrolysis -- 2.4 Experimental Design and Statistical Analysis by Response Surface Methodology (RSM) -- 2.5 Glucose Prediction by RSM and Artificial Neuron Network (ANN) -- 3 Result and Discussion -- 3.1 Morphology of Immobilised Enzymes -- 3.2 Hydrolysis Performance of Immobilised Enzymes -- 3.3 Prediction of Glucose Production -- 3.3.1 RSM Modelling -- 3.3.2 ANN Modelling -- 3.3.3 Comparison of Fitting Results -- 4 Conclusion -- Acknowledgement -- References -- Synthetic Data Augmentation of Cycling Sport Training Datasets -- 1 Introduction -- 2 Problem Statement -- 2.1 Data Augmentation -- 2.2 Basics of Cycling Training -- 3 Proposed Method -- 4 Experimental Results -- 5 Conclusion -- References -- Hybrid Pooling Based Convolutional Neural Network for Multi-class Classification of MR Brain Tumor Images -- Abstract -- 1 Introduction -- 2 Methodology -- 2.1 Benchmark Data Set -- 2.2 Hybrid Pooling Based CNN Architecture -- 2.2.1 Hybrid Pooling -- 2.3 Model Validation -- 3 Results and Performance Analysis -- 4 Conclusion -- References -- Importance of Fuzzy Logic in Traffic and Transportation Engineering -- Abstract -- 1 Introduction -- 1.1 What is the Need to Use Fuzzy Logic? -- 1.2 Objectives -- 2 Motivation and Reason for Choosing Goa as the Study Area -- 3 History of Fuzzy Logic -- 4 Literature Review -- 5 Main Focus of the Paper Along with Issues and Problems -- 6 Architecture of the System of Fuzzy Logic -- 7 Methodology -- 8 Membership Function in Fuzzy Logic -- 9 Fuzzy Control -- 10 Applications of the System of Fuzzy Logic -- 11 Result and Discussion. , 12 Major Advantages of Fuzzy Logic -- 13 Major Disadvantages of Fuzzy Logic -- 14 Conclusion -- References -- A Fuzzy Based Clustering Approach to Prolong the Network Lifetime in Wireless Sensor Networks -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Modified LEACH Protocol Design -- 3.1 Network Model -- 3.2 Design of Fuzzy Logic Controller (FLC) -- 3.3 Operation of the Modified LEACH Protocol -- 4 Simulation Results -- 5 Conclusions -- References -- Visual Expression Analysis from Face Images Using Morphological Processing -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Dataset -- 4 Methodology -- 4.1 Face Detection -- 4.2 Pre-processing -- 4.2.1 Cropping and Augmentation -- 4.2.2 Morphological Processing -- 4.3 Classical Machine Learning Approaches -- 4.4 Deep Learning (CNN) Approach -- 5 Result Analysis -- 6 Visualization -- 7 Conclusion and Future Work -- References -- Detection of Invertebrate Virus Carriers Using Deep Learning Networks to Prevent Emerging Pandemic-Prone Disease in Tropical Regions -- Abstract -- 1 Introduction -- 2 Related Work -- 2.1 Wing GeometricMorphometric -- 2.2 Convolutional Neural Networks -- 2.3 Convolutional Layers -- 2.4 Fully Connected Layers -- 3 Methodology -- 4 Implementation -- 5 Experimental Results -- 6 Conclusion -- Acknowledgement -- References -- Classification and Detection of Plant Leaf Diseases Using Various Deep Learning Techniques and Convolutional Neural Network -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Research Methodology -- 3.1 Dataset -- 3.2 Measurement of Performance -- 3.3 Approach -- 3.4 Results -- 4 Conclusion -- References -- Deep Learning and Machine Learning Applications -- Distributed Self-triggered Optimization for Multi-agent Systems -- 1 Introduction -- 2 Preliminaries and Graph Theory -- 3 System Model -- 4 Distributed Event-Triggered Algorithm. , 5 Distributed Self-triggered Algorithm -- 5.1 Communication Delays -- 6 Numerical Example -- 7 Conclusion -- References -- Automatic Categorization of News Articles and Headlines Using Multi-layer Perceptron -- 1 Introduction -- 2 Related Work -- 3 News Corpus Development -- 3.1 Data Statistics -- 4 News Classification Framework -- 4.1 Data Preprocessing -- 4.2 Word Embedding -- 4.3 Classifier Model Generation -- 4.4 Prediction -- 5 Experiments -- 6 Results Analysis -- 7 Comparison with Existing Approaches -- 8 Error Analysis -- 9 Conclusion -- References -- Using Machine Learning Techniques for Estimating the Electrical Power of a New-Style of Savonius Rotor: A Comparative Study -- Abstract -- 1 Introduction -- 2 Experimental Data -- 3 Prediction Methods -- 4 Results and Discussions -- 4.1 Artificial Models -- 4.2 Performance Evaluation of Empirical Models for Testing Data -- 5 Conclusions -- References -- Tree-Like Branching Network for Multi-class Classification -- 1 Introduction -- 2 Relation to Prior Work -- 2.1 Multi-task Learning -- 2.2 Knowledge Distillation -- 2.3 Neural Trees -- 3 Method -- 3.1 Problem Setup -- 3.2 Step 1: Class Relationship from Trained Networks -- 3.3 Step 2: Building Branching Networks -- 3.4 Step 3: Training with Knowledge Distillation -- 4 Experiments -- 4.1 Experimental Setup -- 4.2 Datasets and Experimental Results -- 5 Conclusion -- References -- Multi-resolution Dense Residual Networks with High-Modularization for Monocular Depth Estimation -- Abstract -- 1 Introduction -- 2 Three Layered Regular Modules for Multi-resolution DNN -- 3 High-Modularized Multi-resolution Architecture -- 4 Experiments -- 5 Conclusion -- Acknowledgments -- References -- A Decentralized Federated Learning Paradigm for Semantic Segmentation of Geospatial Data -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Algorithm. , 3.2 Model -- 3.3 Loss Function and Evaluation Metrics -- 4 Experiments -- 4.1 Dataset -- 4.2 Implementation and Results -- 5 Conclusion -- References -- Development of Contact Angle Prediction for Cellulosic Membrane -- Abstract -- 1 Introduction -- 2 Methodology -- 2.1 Data Collection -- 2.2 Model Development -- 3 Result and Discussion -- 3.1 Effect of Filtration Process -- 3.2 Effect of Neuron Size and TVT Data Split -- 3.3 Optimization via Normality Approach -- 4 Conclusion -- Acknowledgments -- References -- Feature Engineering Based Credit Card Fraud Detection for Risk Minimization in E-Commerce -- 1 Introduction -- 2 Methodology -- 2.1 Dataset -- 2.2 Data Preprocessing Module -- 2.3 Feature Selection -- 2.4 Applying Machine Learning Techniques -- 3 Performance Evaluation -- 4 Conclusion and Future Work -- References -- DCNN-LSTM Based Audio Classification Combining Multiple Feature Engineering and Data Augmentation Techniques -- 1 Introduction -- 2 Methodology -- 2.1 Data Augmentation -- 2.2 Spectral Feature Extraction -- 2.3 Deep CNN-LSTM Model Architecture -- 3 Results -- 4 Conclusion -- References -- Sentiment Analysis: Developing an Efficient Model Based on Machine Learning and Deep Learning Approaches -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Sentiment Analysis Process -- 4 The Proposed Sentiment Analysis Model -- 5 Experimental Work -- 5.1 Used Dataset -- 5.2 Programming Tools -- 5.3 Evaluation -- 5.4 The Obtained Results -- 6 Discussion -- 7 Comparison Between ML and DL Approaches -- 8 Conclusion and Future Suggestions -- References -- Improved Face Detection System -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Input Image -- 3.2 Contrast Stretching -- 3.3 Extract Facial Part -- 3.4 Extract Features -- 3.5 SVM Classifier -- 4 Result and Analysis -- 5 Conclusion and Future Works -- References. , Paddy Price Prediction in the South-Western Region of Bangladesh.