List of Theses

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