Research Output 1984 2020

2020

Adaptive cache pre-forwarding policy for distributed deep learning

Cheng, S. T., Hsu, C. W., Horng, G. J. & Lin, C. H., 2020 Mar, In : Computers and Electrical Engineering. 82, 106558.

Research output: Contribution to journalArticle

Synchronization
Reinforcement learning
Distributed computer systems
Learning algorithms
Telecommunication networks

A MEC-Assisted Method for Early Handover Using the Fully Distributed Mobility Management (MEC-F-DMM) Architecture

Huang, C. M., Dao, D. T. & Chiang, M. S., 2020 Jan 1, Advanced Information Networking and Applications - Proceedings of the 33rd International Conference on Advanced Information Networking and Applications AINA-2019. Xhafa, F., Takizawa, M., Barolli, L. & Enokido, T. (eds.). Springer Verlag, p. 737-750 14 p. (Advances in Intelligent Systems and Computing; vol. 926).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Anchors
Routers
Network performance
Wireless networks
Throughput

Approximation algorithms for the p-hub center routing problem in parameterized metric graphs

Chen, L. H., Hsieh, S. Y., Hung, L. J. & Klasing, R., 2020 Feb 2, In : Theoretical Computer Science. 806, p. 271-280 10 p.

Research output: Contribution to journalArticle

Metric Graphs
Center Problem
Spanning Subgraph
Routing Problem
Approximation algorithms
Q-learning
semantics
sentences
learning
Semantics

Backhaul-Based Cooperative Caching in Small Cell Network

Wang, Y. T., Cai, Y. Z., Chen, L. A., Lin, S. J. & Tsai, M. H., 2020 Jan 1, Advanced Information Networking and Applications - Proceedings of the 33rd International Conference on Advanced Information Networking and Applications AINA-2019. Barolli, L., Xhafa, F., Enokido, T. & Takizawa, M. (eds.). Springer Verlag, p. 725-736 12 p. (Advances in Intelligent Systems and Computing; vol. 926).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Base stations
Mobile devices
Fusion reactions
Modulation
Electric fuses
Clustering algorithms
Support vector machines

Image Vectorization with Real-Time Thin-Plate Spline

Chen, K. W., Luo, Y. S., Lai, Y. C., Chen, Y. L., Yao, C. Y., Chu, H. K. & Lee, T. Y., 2020 Jan, In : IEEE Transactions on Multimedia. 22, 1, p. 15-29 15 p., 8734892.

Research output: Contribution to journalArticle

Splines
Color
Image reconstruction
Compressibility
Scalability
5 Citations (Scopus)

Intrinsic Image Decomposition with Step and Drift Shading Separation

Sheng, B., Li, P., Jin, Y., Tan, P. & Lee, T. Y., 2020 Feb 1, In : IEEE Transactions on Visualization and Computer Graphics. 26, 2, p. 1332-1346 15 p., 8457312.

Research output: Contribution to journalArticle

Lighting
Decomposition
Reinforcement
Classifiers
Experiments
Quantum Teleportation
Entangled State
Qubit
controllers
Controller

On the g-good-neighbor connectivity of graphs

Wang, Z., Mao, Y., Hsieh, S. Y. & Wu, J., 2020 Jan 12, In : Theoretical Computer Science. 804, p. 139-148 10 p.

Research output: Contribution to journalArticle

Connectivity
Graph in graph theory
Diagnosability
Interconnection Networks
Fault-tolerant

Thermal face recognition based on transformation by residual U-net and pixel shuffle upsampling

Chatterjee, S. & Chu, W. T., 2020 Jan 1, MultiMedia Modeling - 26th International Conference, MMM 2020, Proceedings. Cheng, W-H., Kim, J., Choi, J-W., Chu, W-T., Cui, P., Hu, M-C. & De Neve, W. (eds.). Springer, p. 679-689 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11961 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Shuffle
Face recognition
Face Recognition
Pixel
Pixels
2019

A channel selection method for device to device (D2D) communication using the mobile edge computing (MEC) paradigm

Huang, C-M., Cheng, R. S. & Chen, H. H., 2019 Jan 1, Wireless Internet - 11th EAI International Conference, WiCON 2018, Proceedings. Pang, A-C., Deng, D-J., Lin, C-C. & Chen, J-L. (eds.). Springer Verlag, p. 173-182 10 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mobile devices
Communication
Wi-Fi
Long Term Evolution (LTE)
Telecommunication traffic

A check-in shielding scheme against acquaintance inference in location-based social networks

Chen, B. H., Li, C. T. & Chuang, K. T., 2019 Nov 1, In : World Wide Web. 22, 6, p. 2321-2354 34 p.

Research output: Contribution to journalArticle

Shielding
Experiments
Open Access
Tangent function
Hyperbolic tangent
Hyperbolic functions
Unknown Inputs
Hyperbolic function

A Dynamic Multi-Resource Management for Edge Computing

Chuang, I-H., Sun, R. C., Tsai, H. J., Horng, M. F. & Kuo, Y-H., 2019 Jun 1, 2019 European Conference on Networks and Communications, EuCNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 379-383 5 p. 8802051. (2019 European Conference on Networks and Communications, EuCNC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Particle swarm optimization (PSO)
Servers
Resource allocation
Internet of things
Experiments

A Genetic Programming Approach to Integrate Multilayer CNN Features for Image Classification

Chu, W. T. & Chu, H. A., 2019 Jan 1, MultiMedia Modeling - 25th International Conference, MMM 2019, Proceedings. Kompatsiaris, I., Vrochidis, S., Mezaris, V., Cheng, W-H., Huet, B. & Gurrin, C. (eds.). Springer Verlag, p. 640-651 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11295 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Genetic programming
Image classification
Image Classification
Genetic Programming
Multilayer
3 Citations (Scopus)

A Halide-based Synergistic Computing Framework for Heterogeneous Systems

Liao, S. W., Kuang, S. Y., Kao, C. L. & Tu, C. H., 2019 Mar 1, In : Journal of Signal Processing Systems. 91, 3-4, p. 219-233 15 p.

Research output: Contribution to journalArticle

Heterogeneous Systems
Program processors
Programming Model
Heterogeneous Computing
Dispatching

A Low-Cost Design of 2D Median Filter

Chen, W. T., Chen, P. Y., Hsiao, Y. C. & Lin, S. H., 2019 Jan 1, In : IEEE Access. 7, p. 150623-150629 7 p., 8873549.

Research output: Contribution to journalArticle

Open Access
Median filters
Field programmable gate arrays (FPGA)
Costs
Sorting
Hardware

A modified functional observer-based EID estimator for unknown sampled-data singular systems

Tsai, J. S. H., Chang, C. Y., Chen, Y. F., Guo, S. M., Shieh, L. S. & Canelon, J. I., 2019 Jan 1, In : International Journal of Systems Science. 50, 10, p. 1976-2001 26 p.

Research output: Contribution to journalArticle

Sampled-data Systems
Singular Systems
Observer
Riccati equations
Disturbance
1 Citation (Scopus)

Amortized efficiency of constructing multiple independent spanning trees on bubble-sort networks

Kao, S. S., Pai, K. J., Hsieh, S-Y., Wu, R. Y. & Chang, J. M., 2019 Oct 15, In : Journal of Combinatorial Optimization. 38, 3, p. 972-986 15 p.

Research output: Contribution to journalArticle

Bubble sort
Cayley Graph
Spanning tree
Stars
Vertex of a graph

A Movie Trailer Recommendation System Based on Pre-trained Vector of Relationship and Scenario Content Discovered from Plot Summaries and Social Media

Chien, C. Y., Qiu, G. H. & Lu, W. H., 2019 Nov, Proceedings - 2019 International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2019. Institute of Electrical and Electronics Engineers Inc., 8959918. (Proceedings - 2019 International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Light trailers
Recommender systems
Semantics
Industry
1 Citation (Scopus)

An active learning-based approach for location-aware acquaintance inference

Chen, B. H., Li, C. T., Chuang, K. T., Pang, J. & Zhang, Y., 2019 Jun 4, In : Knowledge and Information Systems. 59, 3, p. 539-569 31 p.

Research output: Contribution to journalArticle

Labeling
Recommender systems
Mobile devices
Feedback
Sensors

An adaptive computation framework of distributed deep learning models for internet-of-things applications

Cheng, M. H., Sun, Q. & Tu, C. H., 2019 Jan 9, Proceedings - 2018 IEEE 24th International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2018. Institute of Electrical and Electronics Engineers Inc., p. 85-91 7 p. 8607237. (Proceedings - 2018 IEEE 24th International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Internet of things
Deep learning
Gateways (computer networks)
Network layers
Distributed computer systems

An Approximation Algorithm for Star p-Hub Routing Cost Problem

Hsieh, S-Y., Chen, L. H. & Lu, W., 2019 Jan 1, New Trends in Computer Technologies and Applications - 23rd International Computer Symposium, ICS 2018, Revised Selected Papers. Chang, C-Y., Lin, C-C. & Lin, H-H. (eds.). Springer Verlag, p. 524-531 8 p. (Communications in Computer and Information Science; vol. 1013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Approximation algorithms
Stars
Approximation Algorithms
Star
Routing

An effective and accurate identification system of Mycobacterium tuberculosis using convolution neural networks

Kuok, C. P., Horng, M. H., Liao, Y. M., Chow, N-H. & Sun, Y-N., 2019 Jun 1, In : Microscopy Research and Technique. 82, 6, p. 709-719 11 p.

Research output: Contribution to journalArticle

tuberculosis
system identification
Convolution
Mycobacterium tuberculosis
convolution integrals

An efficient approximation algorithm for the Steiner tree problem

Chen, C-Y., 2019 Jan 1, ACM International Conference Proceeding Series. Association for Computing Machinery, p. 179-184 6 p. (ACM International Conference Proceeding Series; vol. Part F148384).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Approximation algorithms
Computational complexity
Costs

Animation video resequencing with a convolutional autoencoder

Zhang, S. W., Morace, C. C., Le, T. N. H., Yeh, C. K., Yao, S. Y., Lin, S. S. & Lee, T. Y., 2019 Nov 17, SIGGRAPH Asia 2019 Posters, SA 2019. Association for Computing Machinery, Inc, 3364550. (SIGGRAPH Asia 2019 Posters, SA 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
1 Citation (Scopus)

A novel on-line OCID method and its application to input-constrained active fault-tolerant tracker design for unknown nonlinear systems

Tsai, J. S. H., Yu, T. H., Su, T. J., Guo, S. M., Shieh, L. S. & Canelon, J. I., 2019 Oct 26, In : International Journal of Systems Science. 50, 14, p. 2632-2662 31 p.

Research output: Contribution to journalArticle

Fault-tolerant
Nonlinear systems
Observer
Identification (control systems)
Nonlinear Systems

A novel scheme for improving the reliability in smart grid neighborhood area networks

Hsieh, S. Y. & Lai, C. C., 2019 Jan 1, In : IEEE Access. 7, p. 129942-129954 13 p., 8821279.

Research output: Contribution to journalArticle

Open Access
Network protocols
Communication
Wireless local area networks (WLAN)
Routing protocols
Costs

A page cache management scheme in cloud computing environments

Chang, H. P., Liao, C. N. & Chang, D. W., 2019 Aug, Proceedings - IEEE 17th International Conference on Dependable, Autonomic and Secure Computing, IEEE 17th International Conference on Pervasive Intelligence and Computing, IEEE 5th International Conference on Cloud and Big Data Computing, 4th Cyber Science and Technology Congress, DASC-PiCom-CBDCom-CyberSciTech 2019. Institute of Electrical and Electronics Engineers Inc., p. 974-979 6 p. 8890374. (Proceedings - IEEE 17th International Conference on Dependable, Autonomic and Secure Computing, IEEE 17th International Conference on Pervasive Intelligence and Computing, IEEE 5th International Conference on Cloud and Big Data Computing, 4th Cyber Science and Technology Congress, DASC-PiCom-CBDCom-CyberSciTech 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cloud computing
Cloud Computing
Cache
Fairness
Storage System
Time-delay Systems
Kalman filters
Kalman Filter
Observer
Time delay
1 Citation (Scopus)

A survey of hub location problems

Hsieh, S-Y. & Kao, S. S., 2019 Mar 1, In : Journal of Interconnection Networks. 19, 1, 1940005.

Research output: Contribution to journalArticle

Telecommunication
Costs

A survey on multimedia artworks analysis and attractiveness computing in multimedia

Chu, W. T., Motomura, H., Tsumura, N. & Yamasaki, T., 2019 Jan 1, In : ITE Transactions on Media Technology and Applications. 7, 2, p. 60-67 8 p.

Research output: Contribution to journalReview article

Open Access
Digital storage
Learning systems
Processing
Industry

A touring and navigation service platform for Mobile Digital Culture Heritage (M-DCH)

Huang, C. M. & Guo, Y. A., 2019 Feb 5, Proceedings - 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018. Institute of Electrical and Electronics Engineers Inc., p. 185-192 8 p. 8636300. (Proceedings - 2018 15th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Navigation
Application programming interfaces (API)
Location based services
Metadata
Information systems
4 Citations (Scopus)
Neural networks
Clustering algorithms
Support vector machines
Long short-term memory
Health

Augmenting operating systems with OpenCL accelerators

Tu, C. H. & Lin, T. S., 2019 May, In : ACM Transactions on Design Automation of Electronic Systems. 24, 3, 30.

Research output: Contribution to journalArticle

Particle accelerators
Hardware
Data storage equipment
Memory architecture
Space applications
1 Citation (Scopus)

Automated tongue diagnosis on the smartphone and its applications

Hu, M. C., Lan, K. C., Fang, W. C., Huang, Y. C., Ho, T. J., Lin, C. P., Yeh, M. H., Raknim, P., Lin, Y. H., Cheng, M. H., He, Y. T. & Tseng, K. C., 2019 Jun, In : Computer Methods and Programs in Biomedicine. 174, p. 51-64 14 p.

Research output: Contribution to journalArticle

Smartphones
Tongue
Color
Lighting
Liver

Automatic Finger Tendon Segmentation from Ultrasound Images Using Deep Learning

Kuok, C. P., Tsai, B. S., Yang, T-H., Su, F., Jou, I. M. & Sun, Y-N., 2019 Jan 1, New Trends in Computer Technologies and Applications - 23rd International Computer Symposium, ICS 2018, Revised Selected Papers. Chang, C-Y., Lin, C-C. & Lin, H-H. (eds.). Springer Verlag, p. 778-784 7 p. (Communications in Computer and Information Science; vol. 1013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ultrasound Image
Tendons
Segmentation
Ultrasonics
Prior Knowledge

Ball-Grid-Array Chip Defects Detection and Classification Using Patch-based Modified YOLOv3

Le, P. P., Guo, S. M., Chen, J. C. & Lien, J. J. J., 2019 Nov, Proceedings - 2019 International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2019. Institute of Electrical and Electronics Engineers Inc., 8959827. (Proceedings - 2019 International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ball grid arrays
Defects
Pixels
Integrated circuits
Feature extraction

Bridging the Gap between Big Data System Software Stack and Applications: The Case of Semiconductor Wafer Fabrication Foundries

Tsai, C. P., Hsiao, H. C., Chao, Y. C., Hsu, M. & Chang, A. R. K., 2019 Jan 22, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1865-1874 10 p. 8621954. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Foundries
Semiconductor materials
Fabrication
HTTP
Distributed computer systems

Cateye: A Hint-Enabled Search Engine Framework for Biomedical Classification Systems

Yang, C. J. & Chiang, J. H., 2019 Jan 1, New Trends in Computer Technologies and Applications - 23rd International Computer Symposium, ICS 2018, Revised Selected Papers. Chang, C-Y., Lin, C-C. & Lin, H-H. (eds.). Springer Verlag, p. 758-763 6 p. (Communications in Computer and Information Science; vol. 1013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Search engines
Search Engine
Computer systems
Terminology
Document Retrieval

Cerebral control of winking before and after learning: An event-related fMRI study

Lin, C. C. K., Lee, K. J., Huang, C. H. & Sun, Y. N., 2019 Dec 1, In : Brain and Behavior. 9, 12, e01483.

Research output: Contribution to journalArticle

Open Access
Blinking
Magnetic Resonance Imaging
Learning
Frontal Lobe
Eyelids
5 Citations (Scopus)

Clouds classification from Sentinel-2 imagery with deep residual learning and semantic image segmentation

Liu, C. C., Zhang, Y. C., Chen, P. Y., Lai, C. C., Chen, Y. H., Cheng, J. H. & Ko, M. H., 2019 Jan 1, In : Remote Sensing. 11, 2, 119.

Research output: Contribution to journalArticle

cloud classification
segmentation
imagery
learning
haze
2 Citations (Scopus)

Cobb angle measurement of spine from x-ray images using convolutional neural network

Horng, M. H., Kuok, C. P., Fu, M. J., Lin, C. J. & Sun, Y. N., 2019 Jan 1, In : Computational and Mathematical Methods in Medicine. 2019, 6357171.

Research output: Contribution to journalArticle

Open Access
Spine
Angle measurement
X-Rays
Neural Networks
Neural networks

Correction: Reducing signal overload by disconnection tolerant voice service in heterogeneous networks (IEEE Access (2013) 12:8 (1587-1597) DOI: 10.1109/TMC.2012.132)

Lin, C. Y., Chang, H. L., Wu, M. T., Cai, Y. Z., Wang, Y. T., Chen, L. A., Tsai, M. H. & Liu, R. S., 2019 Jan 1, In : IEEE Access. 7, 1 p., 8931067.

Research output: Contribution to journalComment/debate

Open Access
Heterogeneous networks
Analytical models

Data dissemination of application service by using member-centric routing protocol in a platoon of internet of vehicle (IoV)

Huang, C. M., Lin, T. H. & Tseng, K. C., 2019 Jan 1, In : IEEE Access. 7, p. 127713-127727 15 p., 8807115.

Research output: Contribution to journalArticle

Open Access
Routing protocols
Internet
Video streaming
Throughput

Deep Residual Neural Network Design for Super-Resolution Imaging

Chen, W. T., Chen, P-Y. & Lin, B. C., 2019 Jan 1, New Trends in Computer Technologies and Applications - 23rd International Computer Symposium, ICS 2018, Revised Selected Papers. Chang, C-Y., Lin, C-C. & Lin, H-H. (eds.). Springer Verlag, p. 95-105 11 p. (Communications in Computer and Information Science; vol. 1013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Super-resolution
Network Design
Imaging
Neural Networks
Neural networks

Design of an Efficient Resource Management Model in Elastic Optical Networks

Hsu, C-F., Sie, S. C., Fu, H. F., Zheng, J. J. & Chen, S. X., 2019 Apr 8, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 175-179 5 p. 8685613. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fiber optic networks
Wavelength
Next generation networks
Network routing
Processing
8 Citations (Scopus)

Detecting potential adverse drug reactions using a deep neural network model

Wang, C. S., Lin, P. J., Cheng, C. L., Tai, S. H., Yang, Y. H. K. & Chiang, J. H., 2019 Feb, In : Journal of medical Internet research. 21, 2, e11016.

Research output: Contribution to journalArticle

Neural Networks (Computer)
Drug-Related Side Effects and Adverse Reactions
Pharmaceutical Preparations
Pharmacovigilance
ROC Curve

Double CNOT attack on "quantum key distribution with limited classical Bob"

Lin, P. H., Hwang, T. & Tsai, C. W., 2019 Mar 1, In : International Journal of Quantum Information. 17, 2, 1975001.

Research output: Contribution to journalArticle

attack