Learning long-term dependencies is not as difficult with NARX networks. - Tsungnan Lin; Bill G. Horne; Peter Tiño; C. Lee Giles (NIPS, 1995)

Learning a class of large finite state machines with a recurrent neural network. - C. Lee Giles; Bill G. Horne; Tsungnan Lin (Neural Networks, 1995)

Learning long-term dependencies in NARX recurrent neural networks. - Tsungnan Lin; Bill G. Horne; Peter Tiño; C. Lee Giles (IEEE Trans. Neural Networks, 1996)

A delay damage model selection algorithm for NARX neural networks. - Tsung-Nan Lin; C. Lee Giles; Bill G. Horne; Sun-Yuan Kung (IEEE Trans. Signal Process., 1997)

A Color Consistency Algorithm Between Different Printers. - Tsung-Nan Lin; Joseph Shu (PICS, 1998)

How embedded memory in recurrent neural network architectures helps learning long-term temporal dependencies. - Tsungnan Lin; Bill G. Horne; C. Lee Giles (Neural Networks, 1998)

Adaptive hierarchical-filtering technique for high-quality magazine image reproduction. - Joseph Shu; Tsung-Nan Lin; Anoop K. Bhattacharjya; Tadashi Shiozaki (Human Vision and Electronic Imaging, 2000)

Design of a low-cost color copier system. - Anoop K. Bhattacharjya; Hakan Ancin; Tsung-Nan Lin; Joseph Shu (SIP, 2001)

Adaptive-Hierarchical-Filtering Technique for Image Enhancement. - Tsung-Nan Lin; Joseph Shu (IEEE Pacific Rim Conference on Multimedia, 2002)

Search Performance Analysis in Peer-to-Peer Networks. - Tsungnan Lin; Hsinping Wang (Peer-to-Peer Computing, 2003)

Search performance analysis and robust search algorithm in unstructured peer-to-peer networks. - Tsungnan Lin; Hsinping Wang; Jianming Wang (CCGRID, 2004)

Directonal Weighting-Based Demosaicking Algorithm. - Tsung-Nan Lin; Chih-Lung Hsu (PCM (2), 2004)

Dynamic search in peer-to-peer networks. - Hsinping Wang; Tsungnan Lin; Chia Hung Chen; Yennan Shen (WWW (Alternate Track Papers & Posters), 2004)

Hndoff ordering using link quality estimator for multimedia communications in wireless networks. - Tsung-Nan Lin; Po-Chiang Lin (GLOBECOM, 2005)

On efficiency in searching networks. - Hsinping Wang; Tsungnan Lin (INFOCOM, 2005)

Adaptive-Hierarchical-Filtering Technique for High-Quality Magazine Image Reproduction. - Tsung-Nan Lin; Joseph Shu (J. VLSI Signal Process., 2005)

Dynamic Search Algorithm in Unstructured Peer-to-Peer Networks. - Po-Chiang Lin; Tsungnan Lin; Hsinping Wang (GLOBECOM, 2006)

On Fairness in Heterogeneous WLAN Environments. - Chiapin Wang; Tsungnan Lin (GLOBECOM, 2006)

A Low Complexity Rate-Distortion Source Modeling Framework. - Chun-Yuan Chang; Tsungnan Lin; Din-Yuen Chan; Shih-Hao Hung (ICASSP (2), 2006)

Emulate Large Sensor Array of Handheld Digital Camera. - Tsungnan Lin; Yennan Shen (ICASSP (5), 2006)

A Context-Aware Approach for Multimedia Performance Optimization using Neural Networks in Wireless LAN Environments. - Po-Chiang Lin; Chiapin Wang; Tsungnan Lin (ICME, 2006)

Directional Weighting-Based Demosaicking Algorithm for Noisy CFA Environments. - Hung-Yi Lo; Tsung-Nan Lin; Chih-Lung Hsu; Cheng-hsien Lee (ICME, 2006)

A Neural Network Based Adaptive Algorithm for Multimedia Quality Fairness in WLAN Environments. - Chiapin Wang; Tsungnan Lin (ICME, 2006)

Improving 802.11 QoS in Heterogeneous Channels using an Adaptive Scheme. - Chiapin Wang; Tsungnan Lin (Wireless and Optical Communications, 2006)

A Cross-Layer Adaptation Scheme for Improving IEEE 802.11e QoS by Learning. - Chiapin Wang; Po-Chiang Lin; Tsungnan Lin (IEEE Trans. Neural Networks, 2006)

Group-Linking Method: A Unified Benchmark for Machine Learning with Recurrent Neural Network. - Tsungnan Lin; C. Lee Giles (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2007)

A cross-layer adaptive algorithm for multimedia QoS fairness in WLAN environments using neural networks. - Chiapin Wang; Tsungnan Lin; Jiann-Liang Chen (IET Commun., 2007)

A Cross-Layer Link Adaptation Algorithm for IEEE 802.11 WLAN with Multiple Nodes. - Chiapin Wang; Tsungnan Lin (APSCC, 2008)

Cross-layer analysis and design for multimedia services in IEEE 802.11 WLANs. - Chiapin Wang; Tsungnan Lin; Pochiang Lin (Mobility Conference, 2008)

Application of neural networks for achieving 802.11 QoS in heterogeneous channels. - Chiapin Wang; Tsungnan Lin (Comput. Networks, 2008)

Adaptive-hierarchical filtering approach for noise removal. - Tsung-Nan Lin; Kai-Jie Chan (Displays, 2008)

A q-Domain Characteristic-Based Bit-Rate Model for Video Transmission. - Chun-Yuan Chang; Cheng-Fu Chou; Din-Yuen Chan; Tsungnan Lin; Ming-Hung Chen (IEEE Trans. Circuits Syst. Video Technol., 2008)

Location Fingerprinting In A Decorrelated Space. - Shih-Hau Fang; Tsung-Nan Lin; Po-Chiang Lin (IEEE Trans. Knowl. Data Eng., 2008)

Indoor Location System Based on Discriminant-Adaptive Neural Network in IEEE 802.11 Environments. - Shih-Hau Fang; Tsung-Nan Lin (IEEE Trans. Neural Networks, 2008)

A neural-network-based context-aware handoff algorithm for multimedia computing. - Tsungnan Lin; Chiapin Wang; Po-Chiang Lin (ACM Trans. Multim. Comput. Commun. Appl., 2008)

A Novel Algorithm for Multipath Fingerprinting in Indoor WLAN Environments. - Shih-Hau Fang; Tsung-Nan Lin; Kun-Chou Lee (IEEE Trans. Wirel. Commun., 2008)

Performance analysis of a cross-layer handoff ordering scheme in wireless networks. - Po-Chiang Lin; Tsungnan Lin; Chiapin Wang (IEEE Trans. Wirel. Commun., 2008)

On Throughput Performance of Channel Inequality in IEEE 802.11 WLANs. - Chiapin Wang; Tsungnan Lin; Kuang-Wei Chang (IEEE Trans. Wirel. Commun., 2008)

Is FM a RF-Based Positioning Solution in a Metropolitan-Scale Environment? A Probabilistic Approach With Radio Measurements Analysis. - Shih-Hau Fang; Jen-Chian Chen; Hao-Ru Huang; Tsung-Nan Lin (IEEE Trans. Broadcast., 2009)

Dynamic Search Algorithm in Unstructured Peer-to-Peer Networks. - Tsungnan Lin; Pochiang Lin; Hsinping Wang; Chia Hung Chen (IEEE Trans. Parallel Distributed Syst., 2009)

Projection-Based Location System via Multiple Discriminant Analysis in Wireless Local Area Networks. - Shih-Hau Fang; Tsung-Nan Lin (IEEE Trans. Veh. Technol., 2009)

Machine-Learning-Based Adaptive Approach for Frame-Size Optimization in Wireless LAN Environments. - Pochiang Lin; Tsungnan Lin (IEEE Trans. Veh. Technol., 2009)

Impact of Node Mobility on Link Duration in Multihop Mobile Networks. - Yueh-Ting Wu; Wanjiun Liao; Cheng-Lin Tsao; Tsung-Nan Lin (IEEE Trans. Veh. Technol., 2009)

Accurate Indoor Location Estimation by Incorporating the Importance of Access Points in Wireless Local Area Networks. - Shih-Hau Fang; Tsung-Nan Lin (GLOBECOM, 2010)

Optimal dynamic spectrum access in multi-channel multi-user cognitive radio networks. - Pochiang Lin; Tsungnan Lin (PIMRC, 2010)

A Novel Access Point Placement Approach for WLAN-Based Location Systems. - Shih-Hau Fang; Tsung-Nan Lin (WCNC, 2010)

A dynamic system approach for radio location fingerprinting in wireless local area networks. - Shih-Hau Fang; Tsung-Nan Lin (IEEE Trans. Commun., 2010)

Cooperative multi-radio localization in heterogeneous wireless networks. - Shih-Hau Fang; Tsung-Nan Lin (IEEE Trans. Wirel. Commun., 2010)

Kernel-Based Channel Gain Estimation for Dynamic Spectrum Access in Cognitive Radio Networks. - Po-Chiang Lin; Tsung-Nan Lin (BWCCA, 2011)

Achieving airtime fairness of delay-sensitive applications in multirate IEEE 802.11 wireless LANs. - Pochiang Lin; Wu-I Chou; Tsungnan Lin (IEEE Commun. Mag., 2011)

Accurate Bitrate Model and Greedy-Based Rate Controller for Low Delay Video Transmission. - Chun-Yuan Chang; Cheng-Fu Chou; Din-Yuen Chan; Tsungnan Lin; Ming-Hung Chen (IEEE Syst. J., 2012)

Principal Component Localization in Indoor WLAN Environments. - Shih-Hau Fang; Tsung-Nan Lin (IEEE Trans. Mob. Comput., 2012)

Stochastic learning automata based resource allocation for LTE-advanced heterogeneous networks. - Zanyu Chen; Tsungnan Lin (PIMRC, 2013)

A novel clustering-based approach of indoor location fingerprinting. - Chung-wei Lee; Tsung-Nan Lin; Shih-Hau Fang; Yen-Chih Chou (PIMRC, 2013)

On relay assignment strategy in wireless cellular environment. - Chun-Lin Wu; Tsung-Nan Lin; Hsiun-Fu Liu; Zanyu Chen (ICNC, 2014)

A Group-Discrimination-Based Access Point Selection for WLAN Fingerprinting Localization. - Tsungnan Lin; Shih-Hau Fang; Wei-Han Tseng; Chung-wei Lee; Jeng-Wei Hsieh (IEEE Trans. Veh. Technol., 2014)

Multi-tone almost blank subframes for enhanced inter-cell interference coordination in LTE HetNets. - Zanyu Chen; Tsungnan Lin; Dahau Din (ICNC, 2015)

OpenE2EQoS: Meter-based method for end-to-end QoS of multimedia services over SDN. - Tsung-Nan Lin; Yang-Ming Hsu; Sheng-Yi Kao; Po-Wen Chi (PIMRC, 2016)

Decentralized Learning-Based Relay Assignment for Cooperative Communications. - Zanyu Chen; Tsungnan Lin; Chun-Lin Wu (IEEE Trans. Veh. Technol., 2016)

Deep learning for malicious flow detection. - Yun-Chun Chen; Yu-Jhe Li; Aragorn Tseng; Tsungnan Lin (PIMRC, 2017)

Cloud-clustered firewall with distributed SDN devices. - Yuwei Chang; Tsungnan Lin (WCNC, 2018)

Vanishing Nodes: Another Phenomenon That Makes Training Deep Neural Networks Difficult. - Wen-Yu Chang; Tsung-Nan Lin (CoRR, 2019)

Guidelines for 5G End to End Architecture and Security Issues. - Ta-Hao Ting; Tsung-Nan Lin; Shan-Hsiang Shen; Yu-Wei Chang 005 (CoRR, 2019)

NTIRE 2020 Challenge on NonHomogeneous Dehazing. - Codruta O. Ancuti; Cosmin Ancuti; Florin-Alexandru Vasluianu; Radu Timofte; Jing Liu 031; Haiyan Wu; Yuan Xie 006; Yanyun Qu; Lizhuang Ma; Ziling Huang; Qili Deng; Ju-Chin Chao; et al. (CVPR Workshops, 2020)

An Efficient Dynamic Rule Placement for Distributed Firewall in SDN. - Yu-Wei Chang 005; Tsung-Nan Lin (GLOBECOM, 2020)

DRAGON: Detection of Related Account Groups for Online services with uncertain graphs. - Bing-Jyue Chen; Wun-Cing Liou; Hsing-Yu Shih; Tsungnan Lin (GLOBECOM, 2021)

B++: A High-Throughput Proof-of-Work based Blockchain with Eventual Consistency. - Bing-Jyue Chen; Ting-Han Jian; Tsung-Nan Lin (ICC, 2021)

T-Auth: A Novel Authentication Mechanism for the IoT Based on Smart Contracts and PUFs. - Wun-Cing Liou; Tsungnan Lin (ICC Workshops, 2021)

Impact of Code Deobfuscation and Feature Interaction in Android Malware Detection. - Yun-Chung Chen; Hong-Yen Chen; Takeshi Takahashi 001; Bo Sun; Tsung-Nan Lin (IEEE Access, 2021)

The Challenge of Only One Flow Problem for Traffic Classification in Identity Obfuscation Environments. - Hong-Yen Chen; Tsung-Nan Lin (IEEE Access, 2021)

DAMix: Density-Aware Data Augmentation for Unsupervised Domain Adaptation on Single Image Dehazing. - Chia-Ming Chang; Chang-Sung Sung; Tsung-Nan Lin (CoRR, 2021)

DETONAR: Detection of Routing Attacks in RPL-Based IoT. - Andrea Agiollo; Mauro Conti; Pallavi Kaliyar; Tsung-Nan Lin; Luca Pajola (IEEE Trans. Netw. Serv. Manag., 2021)

A P4-based content-aware approach to mitigate slow HTTP POST attacks. - Chih-Yu Hsieh; Hong-Yen Chen; Shan-Hsiang Shen; Chen-Hsiang Hung; Tsung-Nan Lin (EuroP4@CoNEXT, 2022)

SenseInput: An Image-Based Sensitive Input Detection Scheme for Phishing Website Detection. - Shih-Chun Lin; Pang-Cheng Wl; Hong-Yen Chen; Tomohiro Morikawa; Takeshi Takahashi 001; Tsung-Nan Lin (ICC, 2022)

Understanding the Characteristics of Public Blocklist Providers. - Mitsuhiro Umizaki; Tomohiro Morikawa; Akira Fujita; Takeshi Takahashi 001; Tsung-Nan Lin; Daisuke Inoue (ISCC, 2022)

DET: Depth-Enhanced Tracker to Mitigate Severe Occlusion and Homogeneous Appearance Problems for Indoor Multiple-Object Tracking. - Cheng-Jen Liu; Tsung-Nan Lin (IEEE Access, 2022)

Hybrid Explainable Intrusion Detection System: Global vs. Local Approach. - Harry Chandra Tanuwidjaja; Takeshi Takahashi 001; Tsung-Nan Lin; Boyi Lee; Tao Ban (ARTMAN@CCS, 2023)

Towards Long-Term Continuous Tracing of Internet-Wide Scanning Campaigns Based on Darknet Analysis. - Chansu Han; Akira Tanaka; Jun'ichi Takeuchi; Takeshi Takahashi 001; Tomohiro Morikawa; Tsung-Nan Lin (ICISSP, 2023)

A Predictive Classification Model for Identifying Conversation-related Mobile Forensic Data in Instant Messaging Applications. - Wei-Che Lee; Hong-Yen Chen; Tsung-Nan Lin (ISDFS, 2023)

Federated Dynamic Match-Making for Co-opetition among Participants in Mobility-as-a-Service. - Yu-Wei Chang 005; Tsung-Nan Lin (MetaCom, 2023)

Zero Trust Architecture of Token Network. - Po-Han Ho; Hong-Yen Chen; Tsung-Nan Lin (MetaCom, 2023)

ARCH: Automatic Roaming-contract Handler for Seamless 6G System to Provide Trusted and Highly Available Network Access. - Kíng-Pîng Tenn; Po-Han Ho; Hong-Yen Chen; Tsung-Nan Lin (MobiCom, 2023)

RAIN: Risk Assessment Framework Based on an Interdependent-Input Propagation Network for a 5G Network. - Che-Tsung Kuo; Hong-Yen Chen; Tsung-Nan Lin (IEEE Access, 2023)

FINISH: Efficient and Scalable NMF-Based Federated Learning for Detecting Malware Activities. - Yu-Wei Chang 005; Hong-Yen Chen; Chansu Han; Tomohiro Morikawa; Takeshi Takahashi 001; Tsung-Nan Lin (IEEE Trans. Emerg. Top. Comput., 2023)

Traceability Measurement Analysis of Sustained Internet-Wide Scanners via Darknet. - Chansu Han; Akira Tanaka; Takeshi Takahashi 001; Sajjad Dadkhah; Ali A. Ghorbani 001; Tsung-Nan Lin (DSC, 2024)

6G Security: The Vulnerability of Roaming Technology via DoS Exploit of Signaling Control Plane. - Chia-Hao Chang; Rui-Lin Chang; Hong-Yen Chen; Tsung-Nan Lin (ICC Workshops, 2024)

Does Ordinality in Encoding Matter for XAI? A Case Study on Explainable IDS. - Harry Chandra Tanuwidjaja; Tao Ban; Takeshi Takahashi 001; Tsung-Nan Lin; Boyi Lee; Muhamad Erza Aminanto (ICISC, 2024)

Analyzing source code vulnerabilities in the D2A dataset with ML ensembles and C-BERT. - Saurabh Pujar; Yunhui Zheng; Luca Buratti; Burn L. Lewis; Yunchung Chen; Jim Laredo; Alessandro Morari; Edward A. Epstein; Tsungnan Lin; Bo Yang 013; Zhong Su (Empir. Softw. Eng., 2024)

AI-URG: Account Identity-Based Uncertain Graph Framework for Fraud Detection. - Yu-Wei Chang 005; Hsing-Yu Shih; Tsung-Nan Lin (IEEE Trans. Comput. Soc. Syst., 2024)

Toward Trustworthy Artificial Intelligence: An Integrated Framework Approach Mitigating Threats. - Kíng-Pîng Tenn; Yu-Wei Chang 005; Hong-Yen Chen; Teng-Kai Fan; Tsungnan Lin (Computer, 2024)