Lab Members
Meet our talented students
Syauki Aulia Thamrin
syauki.aulia@outlook.com
王俊皓
Department of Computer Science
dddd3083@gmail.com
陳致齊
Department of Computer Science
linus901105@gmail.com
毛胤絜
Department of Computer Science
maojack900610@gmail.com
Annabella Putri Dirgo (楊玉蘋）
Institute of Information Systems and Applications
belladirgo@gapp.nthu.edu.tw
吳花瑜
Institute of Information Systems and Applications
vivian989370@gmail.com
陳威宏
Department of Computer Science
vincentb0223@gmail.com
Syauki Aulia Thamrin
Distinguishing Depression and Bipolar Disorder on Social Media Data Using Deep Learning Technologies
蔡洵晟
Graph Encoding-Enhanced Transformer for Drug Recommendation
李昀叡
Analyzing Handwriting Characteristics of Children with Autism by Chinese Characters and Mandarin Phonetic Symbols
陳柏昇
Detecting Autism in Children Through Drawing Characteristics Using the Visual-Motor Integration (VMI) Test
賴彥宇
Using speech characteristics from children's story narratives to detect autistic tendencies through deep learning methods
廖哲暉
Preserving Facial Features during Image De-identification for Autism Screening
戴良光
Finding Most Profitable Product(s) Based on Price Settings
嚴翎愷
Identification of Chinese handwriting characteristics of children with autism
孫睿菡
Using natural language processing to analyze autistic tendencise from children's picture book narratives
張志宇
Biomedical Named Entity Recognition with the Combined Feature Attention and Fully-Shared Multi-Task Learning
蔡昀陞
Suicide Risk Assessment using Word-Level Model with Dictionary-Based Risky Posts Selection
林鎰鋒
Predicting the Following Support Strategy during the Emotional Support Dialogue by Integrating the Dialogue History and Supporter Features
林昀昇
The Detection of Mental Health Conditions by Incorporating Knowledge Retrieval
吳東澤
Classical Chinese Poetry Generation from Vernacular Chinese: A Word-Enhanced Supervised Apporach
鄭如君
Multimodal Time-Aware Attention Networks for Depression Detection
盧冠傑
Depression Detection via Conversation Turn Classification
李承聿
A Multimodal Architecture for ICU Readmission Prediction
張庭瑋
Emotion-Cause Pair Extraction Based on Text Comprehension Model
林政穎
Finding the Most Helpful Answers in Online Health Question Answering Communities
周昱呈
Routing Questions to the Most Relevent Answerers in Community Question Answering Sites
陳怡先
Early Prediction of Acquiring Acute Kidney Injury for Older Inpatients Using Most Effective Laboratory Test Results
丘鈞岳
Multimodal Depression Detection on Instagram Considering Time Interval of Posts
楊弘智
Discovering High Demanding Bus Routes Using Farecard Data
吳品樺
Event Detection for Exploring Emotional Upheaval of Depressive People
曹書恒
A Data Science Approach to Dynamically Optimizing Bus Departure Time
黃郁晴
Predicting Depression Tendency Based on Image, Text and Behavior Data from Instagram
巫旻諺
A Two-stage Depression Detection Method using Social Media, Questionnaire and Open Data
陳毓琪
Mining User Trajectories from Smartphone Data
李偉宏
Mining Accompanying Relationships between Diseases from Patient Records
張維元
A Data-driven Framework on Correlating Air Pollution Indices and Cancer Statistics
童冠傑
Predicting Elections Based on Social Media
呂其錞
Finding Shortest Paths Considering the Requirments of Users
戴偉恒
On Continunous Spatial Skyline Query over a Line Segment
鄭瑞賢
On Spatial Top-k Queries Considering Dominating Relationship
林真伊
Efficient Algorithms for Determining k-most Demanding/Favorite Products
莊坤翰
On Sequential K-Coverge Verification
吳柏輝
Top-k Query Processing Considering Reverse Skyline Retrieval
蔡予欣
Local Sensor Synchronization in Multi-Path Wireless Sensor Network
葉崇安
Finding Leaders with Maximum Spread of Influence through Social Networks
林王智瑞
Mutiple Release Anonymization for Time-Series Social Network Data
黃國柱
Coverage Maximization on Spatial Databases Considering Bi-chromatic Reverse k-Nearest Neighbors
王恩慈
Mining Frequent Itemsets over Distributed Data Streams
范耀中
Efficient and Robust Schemes for Accuracy-Guranteed Sensor Data Aggregation
蘇惠珠
Continuous Probabilistic Skyline Queries over Uncertain Data Streams
王文琦
Dynamic Skyline Computations over Considering Range Queries
李嘉倫
Top-N Query Processing on Spatial Databases Considering Bi-chromatic Reverse K-Nearest Neighbors
李大雋
On Continuous Top-k Similarity Joins
林俊學
Hierarchical Clustering on Streaming Data Using Micro Cluster
左聰文
Mining and Retrieving Various Sequential Patterns in Sequence Databases
邱鼎潁
On Frequent Sequence Mining and Online Classification Techniques
陳宏鎮
Techniques of Music Analysis Recommendation and Retrieval for Music Services
黃敏維
Efficient Computation of Sub-space Top-K probabilistic Skylines on Uncertain Data
蔡景翔
Fast Paths Recommendation in Road Networks based on Efficient Skyline Computations
趙皎宏
Sharing Aggregate Computations for Processing Multiple Regional Queries in Sensor Networks
凌鈺城
Reverse Nearest Neighbor Search in Metric Spaces with Adjustable Distance Functions
廖立文
Rock Music Classification by Chord and Rhythm
林冠榮
Adaptive Power-Saving Techniques for WSN based on Incremental Data Trend Analysis
陳慶昇
Lifetime-Constrained Dynamic Sensing Strategies in Sensor Networks
沈進雄
An Efficient Method for Processing Multiple Continuous Top-K Queries
Juliana Hsieh
An Optimization Strategy for Efficient Query Execution over Streaming Source
盧彥光
Mining Frequent Subtrees over Data Stream Using Closed Subtrees
陳鴻元
Improving Histogram Approximation with Line Representation
李東穎
Mining Serial Episode Rules with Successor Lag Times over Multiple Data Streams
李佳蓁
Continuous Evaluation of Fastest Path Queries on Road Networks
蘇郁琪
Monitoring Heterogeneous Nearest Neighbors for Moving Objects by Considering Location-independent Attributes
鍾玄彥
Efficiently Answering Time-Space Range Queries over Moving Objects by a Probabilistic Approach
林佳漢
A Study on Video Modeling, Indexing and Query Processing
劉寧漢
Similarity Search in Polyphonic Music Databases
謝承恩
Discovering Frequent Tree Patterns over Data Streams
吳自強
Maintaining Moving Sums over Data Streams
陳穎毅
An Index Structure for XML Documents using Set-Valued Attributes of Elements
張力元
Efficient Approaches for Adaptive Load Shedding in a Data Stream Management System
葉志剛
Processing Multiple Queries of Finding Frequent Itemsets over Multiple Data Streams
林志祥
Mining Frequent Itemsets in Time-Sensitive Sliding Window over Data Streams
翁珮玹
An Automatic Musical from Analysis System for Rondo and Fugue
蔡峰杰
Building a Virtual Music Channel with Preferred Music Mood from Multiple Music Streams
黃人傑
Efficient Query Processing in Transactional Databases by A Two-Level Bounding Mechanism
蔡曉雯
An HMM-based Variation System for Producing Blues Style Music
簡敏紘
Perceptual Analysis for Music Segmentation
李嘉雄
A Novel Representation of Sequences based on Structural Information for Effective Sequence Retrieval
曾泳舜
Collaborative Music Recommendation by Profiles of Trustable Users
江家明
A New Approach for Sensitive Rule Hiding by Considering Side Effects
謝文雯
Video Content Analysis for Constructing a Bowling Information System
林長榮
Classification of Music Data using Repeating Patterns
沈詩馨
An XML-based Semantic Model for Music Querying Systems
陳珮宜
Vedio Retrieval Based on Similarity of Motion Tracks of Moving Objects
吳宜鴻(Yi-Hung Wu)
The Analysis Indexing and Retrieval of Web Data
徐嘉連(Jia-Lien Hsu)
Content-based Music Information Retrieval and Analysis
李官陵(Guanling Lee)
Location Management and Efficient Query Processing in Mobile Information Systems
許志浩
Generating Broadcast Programs on Multiple Channels int the Wireless Environment
潘依寧
Scheduling Real-Time Data Items In Multiple Channels And Multiple Receivers Environments
李玄杰
A Semantic Video Retrieval System Supporting Knowledge Reasoning
陳宏鎮
A music recommendation system based on music data grouping and user interests
張聿傑
Discovering Phenomena with User Queries
羅壽之
Data Broadcasting in the Mobile Computing Environment
陳勇全
Making Personalized Recommendation on the Internet Environment through User Interests and User Behaviors
吳育瑋
Effective Search of WWW Data by Relevance Feedback and Query Expansion Using History Information
吳雅婷
Content-based Image Retrieval by Feature Point Matching
葉孟勳
A Push-Pull Strategy for Efficient Answering of Multiple Data Item Queries in Mobile Environments
劉家燕
A Study on Inter-transaction Association Rule Mining and the Classification of the Data Mining Problems
李威進
Efficient Index Structures for Music Data Retrieval
花毓瑄
Query by Segments: An Approach for Song Retrieval in Music Databases
劉志俊(Chih-Chin Liu)
Content-Based Video and Music Data Retrieval
郭秋田(Tony C.T. Kuo)
Indexing Retrieval and Query Processing for Video Databases
李志忠(Chih-Chong Lee)
An Efficient Approach for Incremental Association Rule Mining
陳珍佩(J. P. Chen)
Index Structures for Information Filtering on WWW
陳俊吉(J. G. Chen)
行動資訊系統之查詢介面設計與查詢處理
李金松(J. S. Lee)
Semantic Video Model for Content-based Retrieval
張仲銘(Paul C. M. Chang)
Mining Association Rules by Sorts
顏秀珍(Show-Jane Yen)
Efficient Knowledge Discovery from Large Databases
柯佳伶(Jia-Ling Koh)
Integration and Query Processing for Object and Multimedia Databases
陳政全(James C. C. Chen)
Query by Rhythms An Approach for Song Retrieval in Music Databases
李科莉(K. L. Lee)
Efficient Graph-Based Algorithms for Discovering and Maintaining Knowledge in Large Databases
魏廷諭(Ting-Yu Wai)
Retrieving Video Data via Motion Tracks of Content Symbols
蔡秀滿(Pauray S. M. Tsai)
Interoperability and query Optimization in multidatabase systems
張志祥(C. S. Chang)
The inference,aggregation,refinement and applications of uncertain data
林義斌(I. P. Lin)
An efficient method to build video indexes from compressed data
陳彥寰(Y. H. Chen)
整合性資料查詢及導覽服務系統之設計與實作
邱瑞山(Jui-Shang Chiu)
Pv-table - A representation system for exclusive disjunctive data
周大鈞(Ta-Chun Chou)
Music Database:indexing technique and implementation
林柔慧(Jou-Hui Lin)
An efficient query processing algorithm on object databases with multi-valued attributes
王文方(Wen-Fang Wang)
A new relation partitioning scheme for distributed query optimization
吳念祖(Alex N.J. Wu)
Improving execution concurrency for long-duration database transactions
曾守正(Frank S.C. Tseng)
A study on partial values with applications to query processing in heterogeneous database systems
李金地(C. T. Li)
Performance Evaluation for Managing Inconsistent Caches in Client/Server Architecture
簡國芳 (K. F. Chien)
Providing Object Views on Relational Database
邱俊豪(J. H. Chiou)
A new data structure and accelerators for efficient temporal query processing