List of Theses | Department of Interdisciplinary Informatics | Graduate School of Informatics

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