List of Theses

Master's Theses FY2025

  • Generating Biographical Summaries Using Large Language Models
  • Improving Accuracy of Caption Generation in Visual Language Model
  • Functional Extension and Evaluation of Virtual Space Learning Support System VGE for Collaborative Learning
  • Development and Evaluation of a Smart Trap with Mis-capture Prevention Function to Support Community Cat TNR Activities
  • Improving the Accuracy and Validating the Applicability of a Retail In-Store Customer Movement Simul
  • Sequential Recommendation for Small-Scale POIs Using Multi-Slot Memory Network
  • Cyberattack Classification via Stacking Ensemble of TinyViT Models
  • Integration of Multiple Behavioral Features for Concentration State Estimation in Online Learning
  • A Fully Autonomous and Distributed ID Assignment Scheme Using All-to-All Broadcast in Structured Overlay Networks
  • A Study on Anomaly Detection Methods for Eliminating False Positives in Crack Detection Systems
  • Development of a Time-Synchronized Gamification System Adapted to Learner Characteristics in Moodle
  • CSI-based Crowd Counting with Anomaly Detection
  • Pathways from Family Background to Academic Achievement via Parental Educational Investment, Children’s Study and Physical Activity Time, and Non-Cognitive Skills ―A Multi-Group Structural Equation Modeling Analysis of Elementary and Middle School Students―
  • A Study on an Automatic Noise Removal Method for Large-Scale TLS Point Clouds Using Image Recognition
  • Anomaly Detection in Network Traffic Using Gram Matrix Features and GM-VAE
  • Network Anomaly Detection Using EfficientAD and EWMA-based Time Series
  • Online Fuzzy Classifier Integrating Drift Detection and Particle Filter
  • Image Quality Enhancement and Motion Blur Removal for QR Code Images by Deep Learning
  • Estimation of Population Density by Block in Edo-Period Osaka Castle Town Based on Spatial Information Analysis
  • Proximal Point Algorithm Based on Bregman Divergence for a Multi-Class SVM with Geometric Margin Maximization
  • Joint Suppression of PAPR and OOBE in OFDM Signals Using a Two-Layer PRNet with Clipping Constraints
  • Early Classification of Malware Using LSTM-Based Stacking Focused on API Call Time-Series Information
  • Design and Evaluation of a LINE-based Support System for Promoting Behavioral Change in Late-Onset Hypogonadism
  • Unknown Attack Classification and Class-Incremental Learning for its Models
  • A Study on Medium-term Production Planning Method Based on Equipment Load for Engineer-to-Order Production
  • Event Recall Support System Using X Posts
  • Model Architecture and Rule Deletion for Multi-Class Classification SIRMs Fuzzy Systems
  • Paper Scenario Design Support System Based on Triangle Logic
  • A Proposal for the Implementation of a High-Performance Automatic Differentiation Library
  • Improvement of QR Code image quality in low-light conditions by a deep learning model
  • A Study on the Effectiveness of Demand Forecasting for Production Planning in Plant Factories
  • A Study on Noise Removal Methods for Crack Detection Using Topographic Roughness Index Processing
  • Examining the Effect of VR-Based Gaze Guidance on the Suppression of Misconceptions in Projectile Mo
  • Development and verification of a motion learning support system for preventing low back pain for nurses
  • Evolutionary Algorithm for Edge Bunding by  Divergence and Convergence

Master's Theses FY2024

  • Research of a Conditional Multicast Method in a Key-Order Preserving Structured Overlay Network with Byzantine Fault Tolerance
  • Comparison of VR and PC in Learning Support System on Rainbow Mechanism
  • TransGAN-BasedConversion of Sketches to Line Drawing
  • Anomaly detection in network packets based on entropy change pionts
  • Determination of pedestrians and estimation of the number of people walking using peak detection of vibration data generated by walking
  • FPGA Implementation of PRNet with 2 Layers Suitable for PAPR Suppression of OFDM Signals
  • Development of a Simulator for Mini 4WD AI Research
  • Load Prediction Using BiLSTM for Load Balancing in SDN Multi Controller Environments
  • Multi-Class Online Learning Fuzzy Classifiers for Dynamic Environments
  • History Exploration Learning Support System Based on History Learning Resources
  • Proposal of a system to reduce waiting time at logistics centers using truck probe data
  • Retrieval Augmented Prompting
  • Localization Using a Geomagnetic Sensor for Mini 4WD AI
  • Improving the Generalization Performance of Position Estimation Using CSI through Supervised Contrastive Learning
  • A Method for Removing Shadows and Halations on QR Code Images by Deep Learning
  • Species Classification Models Using Bird Audio Data
  • Use of Tile Coding in Formation Analysis for RoboCup
  • Video Authoring System with 3D Avatar Motion Tracking from a Web Camera
  • Research on the Effect of Super-Resolution Processing on Crack Detection System with Small General-Purpose Drone
  • Parameter Tuning for RoboCup Soccer Teams Using Evolutionary Computation
  • Photo Importance Evaluation for Memory Recall Support
  • Development of a Tablet Application for Psychological Experiments Corresponding to Silhouette Puzzle Problems
  • Development of a support system for analyzing movement intention to improve technique in exercise
  • Development of a Clue Suggestion System for Sudoku Using Image Recognition
  • Subnet Level Anomaly Detection at Time Units using VAE
  • Rehabilitation System for Motor Conversion Disorder by Internal Rotation, External Rotation, and Clasping Using Leap Motion Controller
  • Generation of Seating Detection Indices Using Evolutionary Computation in Self-Locking Nut Tightening

Master's Theses FY2023

  • Implementation and Evaluation of Intensity Adjustment of Motions for Avator in Video Authoring System for Teaching Materials
  • Development and evaluation of a VR application for the purpose of learning blood collection technique
  • A Study on Development of Crack Detection System for Horbor Quay Using Orthoimages
  • Reduction of Computational Load of PAPR Suppression for OFDM Signals Using Deep Learning
  • Development of SPO Retrieval System Using Subjects, Predicates, and Objects as Keys based on RDF in Sasuke Nakao Slide Database
  • Detection of Malicious Domains using Semi-Supervised Learning
  • Proposal of Surveillance Path Optimization Method Considering Multiple Visits
  • Out-of-focus blur removal on QR code images by deep learning models
  • Improving Hazard Prediction by Watching Near-Miss Videos
  • Simulation Model of Purchasing Behavior in Retail Stores Focusing on Customer Buying Characteristics
  • Path Model Textualization based on Deep Learning
  • The Effectiveness of a LINE chatbot for Promoting Health Behavior Change: A verification study
  • Development of a Learning Support System for Cultivating Discovery Skills based on the Observation of Others’ Activities
  • Matrix Factorization Based on Embedding Vectors of Text, Image and Social Network
  • Meta-Cognitive Reflection Support System on Creative Discussions
  • Alleviation of hallucination based on improvement of token prediction and using external knowledge
  • Development of Inference Learning Support System Based on ICAP Theory and ARCS Model
  • Adaptive Problem Selection Method Based on Gaze- and Semantics-Aware Learning Materials
  • Development and Evaluation of Attention Function Rehabilitation System Using Trail Making Test with Leap Motion Controller
  • Pick up demand prediction using weather similarity in bicycle sharing systems
  • A Study on Features of Thumbnail Images and Titles of YouTube Videos Seen by Viewers
  • Eye Tracking for Eye Movement Enhancement Development and Evaluation of VR Applications
  • Prediction of thermal sensation value based on estimation of amount of clothing and motion based on human images
  • Prediction of concentration by measuring head motion using AR glasses with 9-axis sensor
  • Network Anomaly Detection Focusing on Entropy of Packet Headers and Payloads
  • Assigning NDLSH Headings to People on the Web Using Sentence-BERT and ChatGPT
  • Tactical Analysis using DTW in RoboCup
  • Relationship Between SemVer Compliance and Vulnerabilities in Software Ecosystems
  • Space Understanding : 2D Analysis of 3D Objects
  • Application of Problem Update Algorithm in Analyzing the Relationship between Problem Characteristics and Tabu Search in the Traveling Salesman Problem
  • Memory Recall Support by Ranking Lifelogs

Master's Theses FY2022

  • Monitoring of the marine environment by combining multiple underwater images
  • Knowledge Externalization Support System for Online Bereavement Care -Through Analysis of Empathy -
  • Datasets for monocular depth estimation to avoid collision with animals in automatic driving
  • A Study of Artist Promotion Strategies in the Japanese Music Industry
  • Effectiveness of Reflexology for Women who have Premenstrual Syndrome (PMS) ∼Bowel sound Analysis∼
  • A Logic Circuit Learning System Using ICT
  • Situation Evaluation Methods using SituationScore for RoboCup Soccer Games
  • Learning System to Support for Passing Steps of Wheelchair
  • People Estimation Using Deep Learning by Indoor Pedestrian Vibration Data
  • Proposal for a self-mental care system based on the SAT method using VR
  • Estimation of Sales Amount by Using Seasonal Adjustment and VAR Model Based on POS Data
  • A Study on Decision Making of Components in Real-time Production Scheduling
  • Anomaly detection of proxy log focused on communication pattern of organization device
  • Improvement of PAPR Suppression of OFDM Signal Using Deep Learning
  • Networks anomaly detection by VAE based on features extracted by CNN
  • Casting Process Optimization System for Ductile Iron Pipe Using Inverse Problem Analysis and Machine Learning
  • Graph Representation of Network Traffic and Anomaly detection using Graph Neural Network
  • An Evaluation Model of Uncertainty Caused by Problem Settings in Surveillance Route Optimization
  • Proposal for an information sharing tool to prevent  miscommunication between parents of children with developmental disabilities and instructors
  • Action Selection Using Artificial Intelligence in Werewolf Games
  • Detection of cyber attacks on the intranet using Doc2Vec
  • Analysis Method for Metallographic Images Using Data Augmentation Based on Neural Style Transfer
  • Simultaneous Optimization of Edge Bundling and Node Layout Using Genetic Algorithm
  • Generate multiple summaries of news articles according to topic words
  • A Virtual World Building Application Using VR Inspired by Sandplay Therapy
  • Research on Job Shop Scheduling Using Machine Learning and Mathematical Optimization
  • Experimental Framework for Comparing Accuracy of Time Series Forecasting Methods

Master's Theses FY2021

  • Support for Understanding Others Using SNS
  • Edge Bundling Method Using Pathfinding Algorithms
  • Multiple Image Caption Generation with Initial Attention
  • The log analysis with feature selection in RoboCup Soccer
  • Inductive Model Using Abstract Meaning Representation for Text Classification via Graph Neural Networks
  • Estimation Method of Sales Volume of Retail Store Based on POS Data by Using VAR Model & LSTM Model
  • Developing a Support System for the Supervision of Construction Estimation
  • A Study onOrthogonal Precoding-OFDM for Uplink
  • A Prototype of an AR Tool Supporting Manufacturing Class on Electronics Laboratory
  • PAPR and OOBE Suppression of OFDM Signal Using Deep Learning
  • A Recommender System based on social network and Bilateral image information using CNNs
  • Pathfinding for Autonomous Ships Considering Obstacle Avoidance by Machine Learning
  • Sentiment Analysis considering Domain Dependency of the word
  • Network anomaly detection based on features of packets extracted by CNN
  • Lyrics Generation Considering Rhyming
  • Discussion Support Framework Based on Document Semantics and Multimodal Information
  • Development and Evaluation of Teaching Materials for Learning Both Programming and Dementia Using Robots
  • A pooling method based on Edge Contraction for Graph Convolutional Networks
  • A Lite Hierarchical Model for Dialogue Summarization with Multi-Granularity Decoder
  • Construction of Intrusion Detection System focused on time series information of event log and network packet
  • Capsule network for VQA
  • Anomaly Detection of Network Traffic using Variational AutoEncoder
  • Edge Bundling Method Based on Genetic Algorithm with the Bonding of Edges
  • Presentation Scenario Design Support System to Prompt Internal Self-Conversation by Giving Advice from Others' Viewpoints
  • Development and Evaluation of LINE Chatbot "Sel-firm" Aimed at Improving Self-affirmation of University Students

Doctoral Theses FY2021-FY2022

  • A study on a trading market and its assistive technologies to improve profitability of lettuces produced by plant factories
  • Machine Learning Methods for Agent-Based Real-Time Systems
  • Empirical research on the structure of Japanese industrial technology and the propagation of knowledge information