List of Theses

Master's Theses (FY2022)

Intelligent Informatics

  • Data Augmentation Using Style Transfer for Plant Fossil Detection
  • A Proposal of Vocabulary Learning System Using Virtual Pet
  • Vibration-Based Fault Diagnosis of Rotating Machinery Using Orthogonalization of Features
  • The effect of individualized aerobic exercise on word memory tasks
  • Constructing an image dataset for evaluation of grape berry detection
  • Evolutionary Acquisition of Convolutional Neural Architecture by Thermodynamical Genetic Algorithm
  • A Proposal of a Model for Estimating Story Using Story Knowledge Graph and Its Applications
  • Accuracy-Rejection Tradeoff Analysis of Fuzzy Classifier with Reject Option by Machine Learning Models
  • A Multiobjective Evolutionary Algorithm with Adaptive Resonance Theory-based Clustering
  • Collaborative Filtering Based on Objective Function-Based Rough Membership C-Means Clustering
  • Performance evaluation of SAT formulations and ASP formulations for map folding problem
  • An Improvement of a Method for Multi-label Classification Using　Deep Neural Language Models with Ensemble Learning
  • Fuzzy c-Lines for Vertically Distributed Database with Missing Values
  • Enumeration of Unfoldable Maps and Discovery of Unfoldable Patterns in Map Folding Problem
  • Proposal for Investment Strategy Based on Learning to Rank with Transformers
  • A method for determining the number of factors objectively with clustered common factor exploration and the variance ratio criterion
  • Preference-based visual information recommendation for visually impaired people
  • Proposal for 3D Model Exploring Support System Using Multiple Cameras
  • Video Watermarking Method Based on 3D U-Net Robust Against Re-shooting
  • Multiobjective Fuzzy Genetics-based Machine Learning with Various Membership Function Shapes
  • A Construction of a System for Estimating the Correct Answer of Lantern Riddles Using Deep Learning
  • Verification of Cost-effectiveness of restricting human flow to control infection
  • Classifier Design based on Topological Clustering with Automatic Vigilance Parameter Setting
  • Compression method for natural language processing models considering the attention head of pruning target
  • Cross-modal Learning-based Musical Performance Movie Generation from Instrumental Sound by Considering Time Consistency
  • English vocabulary learning system using images generated by text-to-image model
  • Recognition and Editing Methods of Astrophotography Using Deep Learning
  • Automatic bunch counting system for grape bunch pruning assistance
  • Quantification of node changes in networks and its application to gut bacterial networks
  • Utilization of Various Dimensionality Reduction Methods in Collaborative Filtering Based on Rough C-Means Clustering
  • Robustification of Fuzzy Co-clustering Based on Cluster Core Extraction
  • ANFIS Based on Fuzzy Clustering with Partial Distance Strategy for Missing Data Processing
  • Robust Switching Non-negative Matrix Factorization Based on Noise Fuzzy Clustering
  • Influence of Non-Class Activations on Visual Explanation for Convolutional Neural Network
  • A proposal of a classification method with additional randomization on the training dataset to the Extra-Trees, a variant of the random forest
  • Mahjong support system using Transformer
  • Addition of Out-of-population Search in JADE
  • Effects of Various Granulation Methods in Collaborative Filtering Based on Rough Set C-Means Clustering
  • A Study on Win Probability Prediction and Decision Making in Baseball Using Tree-Structured Networks
  • Behavior Analysis of Multiobjective Evolutionary Algorithms using Constrained Multi-modal Distance Minimization Problems
  • Data Reuse in Hierarchical Topological Clustering based on Adaptive Resonance Theory

System Informatics

  • Tap Recognition Method for Transforming Flat Surface on Which Smartphone Placed into Input Device
  • A proposal of a fast kernel selection method for the generalized probabilistic principal component analysis
  • CUDA Implementation of Multiple-Precision Integer Multiplication by Reducing to a Matrix Product
  • Connection Switching Control of Wireless Stations based on Cooperation with Longer-Distance Wireless Communication in Interfering Wireless LAN Environments
  • Crosstalk-Tolerant Core and Spectrum Allocation with Hierarchical Core Maps in Space-Division Multiplexing Elastic Optical Networks
  • Camera Position Evaluation Method for Obtaining Multifaceted Harmful Animal Images with Many Features
  • CUDA Implementation of a Newton-bracketing Method for Finding the Exact Solutions of QAP Instances
  • A Study of Sound Signal Generation for the Visually Impaired to Recognize the Scenery Using Music and Expression by Amplitude&Frequency Modulation from Depth Information from LIDAR
  • Study on Method of Inter-area People Flow Estimation using Authentication Log of Wi-Fi Access Points
  • Study on Learning based Anomaly Detection by Using Traffic Patterns at Edge Switches
  • Study on Design and Implementation of Data Collection Platform Supporting Easy Addition of IoT Devices
  • Study on Architecture of Real-time Identification for IoT Devices in Enterprise Networks
  • Study on Design of Closed Question based Interactive Chatbot and its Application to Service Desk Operations
  • Data-Driven Layout Optimization for Logistic Warehouses
  • Supervised Learning for Supervisory Control of Discrete-Event Systems
  • On An Efficient Safe Control Approach based on Supervisory Control Theory and Deep Reinforcement Learning
  • Bounded-Step Distributed Control of Multi-Agent Discrete-Event Systems
  • Decentralized and Hierarchical Supervisory Control of Discrete-Event Systems by Clustering and Abstraction