Proceedings of 7th ASRES International Conference on Intelligent Technologies : ICIT 2022, Jakarta, Indonesia

This book gathers the proceedings of the 7th International Conference on Intelligent Technologies (ICIT 2022) held on December 16-18, 2022, at the University of Pembangunan Jaya, Jakarta, Indonesia. The respective contributions from industrial practitioners and researchers present advanced studies related to application of intelligent technologies in various fields of research industry and society. This includes applications in variety of fields such as computational intelligence, data science and engineering, communication and networking, signal and image processing, electrical devices, circuits systems, robotics, instrumentation, automation, biomedical, and health care. Preface Contents Intelligent Electrical and Electronic Systems Post Quantum Cryptography Algorithms: A Review and Applications 1 Introduction 2 Vulnerability of Classical Cryptosystems 3 Various PQC Algorithms 3.1 Hash Based Digital Signature Schemes 3.2 Code Based Schemes 3.3 Lattice Based Cryptosystems 3.4 Multivariate Public Key Cryptography Schemes 3.5 Chaos Based PQCs 4 Conclusion References Performance Analysis of Hetero-Dielectric Buried Oxide Double Gate Vertical TFET 1 Introduction 2 Architure of Device and Specifications 3 Simulation results and Discussion 3.1 DC Characteristics 3.2 Analog Characteristics 4 Conclusion References Biodigester Application to Generate Electricity and Improve the Quality of Life 1 Introduction 2 Literature Review 2.1 Biodigester 2.2 Biogás 2.3 Biol 3 Materials and Methods 3.1 Social Aspects 3.2 Environmental Aspects 4 Results 4.1 Location of the Proposal 4.2 Estimation of Energy Demand and Supply 4.3 Lines of Action 4.4 Scenery 5 Discussion 6 Conclusion 7 Recomendacione References Design and Analysis of Permanent Magnet Linear Generator Using FEM Based Software 1 Introduction 2 Permanent Magnet Linear Generator 2.1 Construction 2.2 Working 3 Designing PMLG in MAXWELL 2D 3.1 Designing of 2D Model 3.2 Results 4 Designing PMLG Prototype in Maxwell 3D 4.1 Designed Model 4.2 Results 5 Conclusion References Power Allocation for Non-orthogonal Multiple Access (PA-NOMA) Strategy Under Rayleigh Fading Channel and User Mobility 1 Introduction 2 System Model and Problem Formulation 2.1 Problem Formulation 3 Simulation Results 4 Conclusion References Comparative Analysis of Bridgeless Interleaved Boost PFC and Interleaved Boost PFC for 3.3 kW Battery Charger 1 Introduction 2 Interleaved Boost PFC (IB PFC) 2.1 Control Technique for IB PFC 2.2 Design Various Parameter of Interleaved Boost PFC 3 Bridgeless Interleaved Boost PFC 3.1 Working Operation of Bridgeless IB PFC 3.2 Control Technique for Bridgeless IB PFC 3.3 Design the Simulation Parameters of Bridgeless Interleaved Boost PFC 4 Simulation and Results 4.1 Simulation Model: 4.2 Simulation Results: 4.3 Comparison Between Interleaved Boost PFC and Bridgeless Interleaved Boost PFC 5 Conclusion References Modeling of Energy-Saving Technologies in Traction Rolling Stock Projects 1 Introduction 2 Formulation of the Problem 3 Research Materials 3.1 Methods of Modeling Energy-Saving Technologies References Support in the Neurorehabilitation for Older People Using a Mobile Application 1 Introduction 2 Research Background 3 Implementation 4 Results 5 Conclusions References Influencer Detection Through Social Network Analysis on Twitter of the Indonesian Smartphone Industry 1 Introduction 2 Literature Review 2.1 Influencer 2.2 Social Media 2.3 Social Network Analysis 2.4 Graph 2.5 Measurement of Influence 3 Methodology 3.1 Data Collection 3.2 Data Crawling and Data Cleansing 3.3 Data Preprocessing 3.4 Data Analysis 4 Analysis and Result 5 Conclusion References Intelligent Computational Systems A Gaussian process regression-based Noise level Prediction technique for assisting Image Super-resolution 1 Introduction 1.1 Gaussian Process Regression (GPR) 2 The Proposed Work 2.1 Data Processing 2.2 Identification of Input and Output Features 2.3 Implementation of GNLP Model Based Image Noise Level Prediction Technique 3 Performance Evaluation and Result Discussion of the Proposed Technique 4 Conclusions and Future Work References Cross-Lingual Reverse Dictionary Using Multilingual mBART and mT5 Models 1 Introduction 2 Related Work 3 Methodology 3.1 Data Processing and Tokenization 3.2 Model Building for the Cross-Lingual Prediction 3.3 The Model Fine-Tuning 4 Experimental Setup 4.1 Dataset 4.2 Performance Evaluation Metrics 4.3 Hyper-Parameter Settings 5 Results and Analysis 6 Conclusion References Federated Learning for Wearable Sensor-Based Human Activity Recognition 1 Introduction 2 Methodology 2.1 Federated Learning 2.2 Transformer Model for Human Activity Recognition 3 Results and Discussion 3.1 Dataset 3.2 Implementation and Evaluation Details 4 Conclusion References Building Career Path Using Dijkstra’s Algorithm 1 Introduction 2 Literature Review 3 Problem Definition/Formulation 4 Method of Analysis 5 Results and Discussion 6 Conclusion References Research of Methods of Detecting Network Anomalies of Computer System Network States 1 Introduction 2 Research Materials 2.1 Mathematical Models of Detection of Network Anomalies 2.2 Algorithm for Solving the Problem of Detecting Network Anomalies 3 Ways to Solve the Problem of Packet Fragmentation 4 Conclusions References Face Super Resolution Through Face Semantic and Structural Prior 1 Introduction 2 Related Work 3 Proposed Work 3.1 Facial Semantic Attribute Transformation 3.2 Facial Structure Transformation 4 Performance Evaluation 5 Conclusion References Technological Coefficient to Improve Research Development and Innovation Factors in the World 1 Introduction 2 Methods and Materials 2.1 Factors, Dimensions, and Variables Aspects 2.2 Technological Coefficient (T) 2.3 Calculation of World Economic Forum indicators 2.4 Measured Variables 2.5 Statistical Design 2.6 Instruments 3 Results 4 Discussion 5 Conclusion References Pneumonia Detection Using Gradient Boosting on Selected Features Extracted from DenseNet 1 Introduction 2 Literature Review 3 Methodology 3.1 System Architecture 3.2 Data Augmentation 3.3 DenseNet-201 3.4 Feature Selection 3.5 Gradient Boosting Classifier 4 Results 4.1 Dataset 4.2 Evaluation Measures 4.3 Evaluation Description 4.4 Results and Discussion 5 Conclusions and Future Work 5.1 Conclusions 5.2 Future Work References Overview of Possible Applications for the Complex 3D Objects Restoration Technologies 1 Introduction 2 Watershed Transformation 3 Rapid-Batch Reconstruction 4 Simultaneous Localization and Mapping 5 Depth Mapping 6 Synthetic Data 7 Conclusion References: Prior Guided Face Super Resolution Using Convolution LSTM 1 Introduction 2 Literature Survey 3 Proposed Model 3.1 Loss Functions 4 Performance Evaluation 4.1 Dataset and Training Details 4.2 Experimental Results and Analysis 4.3 Comparison to Other SR Models 5 Conclusion References Metamorphic Cryptography Using Concept of Spiral Transposition and LSBs Approach Using Audio as Carrier Medium 1 Introduction 2 Proposed Work 2.1 Encryption Procedure. 2.2 Hiding Procedure (Steganography) 2.3 Unhiding Procedure 2.4 Decryption Procedure 3 Proposed Algorithm 3.1 Encryption-Hiding Algorithm 3.2 Unhiding-Decryption Algorithm 4 Results 5 Conclusion References Neural Network Strategies and Models for Voice Cloning in a Multi-speaker Mode: An Overview 1 Introduction 2 Methodology 2.1 Approach 2.2 Methods 2.3 Materials 3 Proposal 3.1 Architecture 4 Results 5 Conclusion References Automatic Chest Radiology Report Generation Using Reinforcement Learning 1 Introduction 1.1 Chest Anatomy 1.2 Radiology Report Structure 2 Literature Review 3 Problem Definition 4 Experimental Results 4.1 Dataset 4.2 Experimental Results Analysis 4.3 Comparative Analysis 5 Conclusions References A Machine Learning Approach for Segmentation and Classification of Brain Tumor Cells 1 Introduction 2 Motivation 3 Related Work 4 Methodology 4.1 Data Set Used 4.2 Pre-processing of Image 4.3 Image Segmentation 4.4 Feature Extraction 4.5 Convolution Neural Network 5 Proposed Framework 6 Results 7 Conclusion and Discussion References Three Stage Weighted-Mean Filter Using Euclidean Distance 1 Introduction 2 Proposed Work 2.1 Pre-Processing 2.2 Proposed Filter 2.3 Post-processing 3 Proposed Algorithm 4 Illustration of the Proposed Algorithm 5 Experimental Results 6 Conclusion References Extended Reality (XR) Environments for Flood Risk Management with 3D GIS and Open Source 3D Graphics Cross-Platform Game Engines: Advances in Immersive Sea Level Rise Planning Technologies for Student Learning and Community Engagement 1 Extended Reality for Sea Level Rise (SLR) 1.1 Extended Reality Overview 1.2 Augmented Reality (AR): Most Widespread SLR XR Technology 1.3 Virtual Reality (VR): Headsets and Haptic Feedback for SLR 1.4 Mixed Reality (MR): Virtual and Augmented Reality Hybrid 2 Serious Games for Disaster Relief (SGDR) and Flood Management 3 XR for Sea Level Rise Modeling in Hawaii 4 Results References Intelligent Mechanical Systems Design of Eco-Friendly Road Cleaning Machine 1 Introduction 2 Literature Review 3 Problem Definition 4 Method of Analysis 4.1 Model Description 4.2 Calculations 4.3 Material Selection and Cost Estimation 5 Results and Discussion 6 Conclusion References Parkinson’s Disease Tremor Suppression Using Gyroscopic Effect 1 Introduction 2 Tremors in Parkinson’s Disease 3 Frequency Analysis of Tremors 3.1 Portable Mobile-based tool 4 Tremor Suppression Technique 4.1 Mathematical Modelling of Gyroscopic Wheel 4.2 Simulation of Gyroscope 5 Simulation Results 6 Conclusion References Vibration Analysis Method for Fault Diagnosis and Predictive Maintenance on Sporadic Operation Machinery 1 Introduction 2 Literature Review 3 Overview of Gear-Idler-Sprocket System 4 Proposed Method and Experiment Results 5 Conclusions 6 Future Works References Intelligent Social Systems Preservation of Flora and Fauna in an Environmental Ecological Interpretation Center - Loreto – Peru 1 Introduction 2 Methodology 2.1 Subsection 2.2 Place of Study 2.3 Climatology 2.4 Flora and Fauna 3 Results 3.1 Project Location and Topography 3.2 Volumetric Proposal 3.3 Planimetry and Program 3.4 Materiality 3.5 Strategies Applied to the Project 4 Discussion 5 Conclusion References Communication and Technology into Product Design 1 Introduction 2 Methodology 3 Result and Discussion 4 Conclusion References How Current Chatbots Applications Impact Education: An Overview 1 Introduction 2 Definitions 3 Applications Approaches 3.1 Pattern Matching Approach 3.2 Pattern Matching Approach 4 Chatbot in Education 5 Best Practices 6 Methodology 6.1 Obtained Items 6.2 Analysis 7 Conclusion References The Role of Online Media to Improve Student Understanding in the Merdeka Belajar Kampus Merdeka Program 1 Introduction 2 Research Methods 2.1 Study Location 2.2 Data Analysis 3 Results and Analysis 4 Discussion 5 Conclusion References Technology and Children’s Books: Digital Talking Books as a Media for Communicating 21st-Century Skills 1 Introduction 2 Literature Review 3 Problem Definition/Formulation 4 Method 5 Results and Discussion 6 Conclusion References