Kuo-Kun Tseng
D424 HITSGS Campus, Shenzhen University Town, Xili, Shenzhen, China (518055)
He is a Shenzhen peacock B class talent, and graduated in 2006 China Taiwan National Chiao Tung University, computer information and engineering doctorate. He has many teaching experience. In 2004 and 2008, respectively, he worked in Taiwan Hong Kuang University as lecturer and assistant professor. Since 2010 to now, he is an associate professor of Harbin Institute of Technology (Shenzhen). For professional, from 1994 to 2002, he has many years of research and development experience, long-term engaged in innovation system and machine learning algorithm research. The current research results, published 65 articles, of which about 20 is a high impact factor SCI/ACM/IEEE series or famous journals. His project foundings have 14 government(vertical) and company(horizontal projects). As patent, he has the 3 invention patents of United States, 20 national invention patents and 24 invention patents in Taiwan.
Biological Internet of Things and Mobile Cloud Computing Systems, ECG, Image and Packet Identification, Classification and Deep Learning Algorithms.
D.E. in Computer Science and Information Engineering, National Chaio Tung University, Taiwan, China.
Thesis: ‘Fast Deterministic Parallel Automaton Matching with Large Pattern Set for Deep Packet Inspection Accelerators’
Associate Professor, School of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School
Assistant Professor, Computer Science and Information Engineering, HuagKuang University
Lecture, Computer Science and Information Engineering, HuagKuang University
Reviewer, Sensors Journal, Switzerland
Session Chair, ITAOI 2013 Conference on Information Technology and Application in Outlying Islands, Taiwan
Guest Editor for Mathematical Problems in Engineering Journal , Special issue: Differential Quadrature Method for Engineering Science; International Journal of Engineering Business Management, Special issue: Healthcare Technology and Management
Invited Session Chairs for The First Euro-China Conference on Intelligent Data Analysis and ApplicationsProcessing, Taiwan
Reviewer, Digital Signal Processing, USA
Reviewer, International Journal of Computational Science and Engineering, France
Guest Editor, International Journal of Vehicular Technology, Egypt
Publication Chair, IEEE CMCSN 2012 - International Conference on Computing, Measurement, Control and Sensor Network, China
General Chair, IEEE ISIC 2012 - International Conference on Information Security and Intelligence Control, China
Committee and Guest Editors, The 30th ACM Symposium On Applied Computing
Reviewers for IEEE Transactions on Neural Networks and Learning Systems; Computers in Biology and Medicine; Computer Methods and Programs in Biomedicine; Sensors; BioMed Research International
Session Chairs for ITAOI 2015 Conference; GOCICT 2015 Conference; IEEE RVSP-2015 Conference
Associate Editor, Enterprise Information System, 2016.10.22 to now;
Associate Editor, International Journal of Engineering Business Management, 2016.4.11 to now
Reviewer for IEEE Sensor
Ta Chi Electronic (Shenzhen) Co., Ltd. Project: Design and Develop Smart Lamp for Mobile Phone
Bei Han Technology Co., Ltd. Project: Design Embedded Chip for Cloud Computing
Shenzhen Municipal Bureau Committee: Portable Cloud Computing for ECG Diagnostic System with Heterogeneous Dataset
Shenzhen Municipal Bureau Committee: Research on Medical Image Diagnosis Framework
Shenzhen Municipal Development and Reform Commission: Shenzhen Medical Biotechnology Perception and Analysis Technology Engineering Laboratory
Best thesis and excellent student awards for two master students, respectively
Golden and silver medals from iENA Nuremberg - International Trade Fair Ideas - Inventions
Best paper award in IEEE ISIC 2010 conference
Ranked No. 2 in department project contest
Ranked No. 1 in college project contest
Complete design award from Taiwan national SOC alliance
Best oral, thesis and poster awards from department project contest
1. Automatic Charging Hamster Number:I385493 (Taiwan),Inventor:Kuo-Kun Tseng,Tsai Fu,Date of Authorizing: February 11th 2013
2. Auxiliary System and Method for Driving Device, Number:I367838 (Taiwan),Inventor:Kuo-Kun Tseng,Chi-Yu Hsu,Date of Authorizing: July 11th 2012
3. Duplex Aware Adaptive Playout Method and Communications Device,Number:7,269,141 (USA),Inventor:Kuo-Kun Tseng, Ying-Dar Lin,Date of Authorizing: November 11th 2007
4. Codec Aware Adaptive Playout Method and Playout Device, Number:7,245,608 (USA),Inventor:Kuo-Kun Tseng, Ying-Dar Lin,Date of Authorizing: July 17th 2007
5. Method for Objective Playout Quality Measurement of A Packet Based Network Transmission,Number:7,142,517 (USA),Inventor:Kuo-Kun Tseng, Ying-Dar Lin,Date of Authorizing: November 28th 2006
6. System and Method for Network Address Port Translation,Number:I257781 (Taiwan),Inventor:Kuo-Kun Tseng, Chia-Ren Hsu, Ying-Dar Lin, Chien Chen, Chang Chih-Sheng Po-Cheng Wu, Wu-Min Chen and Chiuan-Yu Wei,Date of Authorizing: July 1st 2006
1.C. H. Wu, Kuo-Kun Tseng, C. K. Ng, G. T. S. Ho, Fu-Fu Zeng & Y. K. Tse, An improved Huffman coding with encryption for Radio Data System (RDS) for smart transportation, Enterprise Information Systems, 2017:1-18,2016/09 [SCI&EI impact factor: 2.269, Q1]
2.Kuo-Kun Tseng, Jiao Lo, Yuming Liu, et al. A feasibility study of stateful automaton packet inspection for streaming application detection systems[J]. 2016:1-20. [SCI&EI impact factor: 2.269, Q1]
3.Kuo-Kun Tseng, F. Y. Lin, H. Zhou, K. J. Kurniajaya, Q. Li.. Price prediction of e-commerce products through internet sentiment analysis. Electronic Commerce Research(2), 2017:1-24. [SSCI impact factor:1.32, Q3]
4.Kuo-Kun Tseng, Fufu Zeng, W. H. Ip, et al. ECG Sensor Verification System with Mean- Interval Algorithm for Handling Sport Issue[J]. Journal of Sensors, 2016, 2016(11):1-12. [SCI&EI impact factor: 0.712]
5.C. H. Wu, Kuo-Kun Tseng, C. K. Ng, et al. An effective motion-blurred image restoration approach for automated optical inspection[J]. Hkie Transactions, 2015, 22(4):252-262.
6.Kuo-Kin Tseng, Hung-Nang Huang, Fufu Zeng, et al. ECG Sensor Card with Evolving RBP Algorithms for Human Verification, Sensors, 15(8)、 20730-20751, 2015 01. [SCI&EI impact factor: 2.048, Q1]
7.Y. L. Lai, C. L. Chen, C. H. Chang, C. Y. Hsu, Y. K. Lai, Kuo-Kun Tseng, et al. (2015). An intelligent health monitoring system using radio-frequency identification technology. Technology & Health Care Official Journal of the European Society for Engineering & Medicine, 24(s1), 3209 - 3212. [SCI]
8.Jiaqian Li, Kuo-Kun Tseng(Corresponding Author), Zu Yi Hsieh, Ching Wen Yang, Huang-Nan Huang, Staining pattern classification of antinuclear autoantibodies based on block segmentation in indirect immunofluorescence images, vol. 9 issue12, Dec.2014. [SCI&EI impact factor: 3.53, Q1]
9.Kuo-Kun Tseng, Jiao Luo, Robert Hegarty, Wenmin Wang, and Dong Haiting, Sparse Matrix for ECG Identification with Two-Lead Features, The Scientific World Journal, vol 2014, Oct. 2014. [SCI&EI impact factor: 1.219]
10.Kuo-Kun Tseng, Xialong He, Woon-Man Kung, Shuo-Tsung Chen, Minghong Liao and Huang-Nan Huang, Wavelet-Based Watermarking and Compression for ECG Signals with Verification Evaluation, Sensors, 14(2), pages 3721-3736, Feb. 21 2014. [SCI&EI impact factor: 2.048, Q1]
11.Kuo-Kun Tseng, Yifan Li, Chih-Yu Hsu, Huang-Nan Huang, Ming Zhao, and Mingyue Ding, Computer-Assisted System with Multiple Feature Fused Support Vector Machine (SVM) for Sperm Morphology Diagnosis, BioMed Research International, vol 2013, 13 pages, Sep. 26 2013. [SCI&EI impact factor: 2.71]
12.Chih-Yu Hsu, Pei-Shan Lee, Kuo-Kun Tseng (Corresponding Author) and Yifan Li, Palm Personal Identification for Vehicular Security with a Mobile Device, International Journal of Vehicular Technology, vol. 2013, 13 pages, 2013.
13.Yue-Der Lin, Chih-Yu Hsu, Hung-Yun Chen and Kuo-Kun Tseng, Efficient block-wise independent component analysis with optimal learning rate, Neurocomputing, vol. 117, 6, pages 22-32, Oct. 2013. [SCI&EI impact factor: 2.005, Q1]
14.Shuo-Tsung Chen, Huang-Nan Huang, Chur-Jen Chen, Kuo-Kun Tseng(Corresponding Author) and Shu-Yi Tu, Adaptive Audio Watermarking via the Optimization Point of View on the Wavelet-Based Entropy, Digital Signal Processing, vol. 23 Issue 3 Pages 971–980, May 2013. [SCI&EI impact factor: 1.495]
15.Kuo-Kun Tseng, Jeng-Shyang Pan, Wei Wei and Hui-Huang Hsu, The Evolutionary Random Interval Fingerprint for a More Secure Wireless Communication Mobile Information Systems, vol. 9, no. 4, pages 281–294, 2013 [SCI&EI impact factor: 1.789]
16.Kuo-Kun Tseng, Yuzhu Ji, Yiming Liu, Nai-Lun Huang, Fufu Zeng, and Fang-Ying Lin, Signal waveform detection with statistical automaton for internet and web service streaming, The Scientific World Journal, vol. 2014 id 647216 pages 24, 16 June 2014. [SCI&EI impact factor: 1.219]
17.Shuo-Tsung Chen, Yuan-Jie Guo, Huang-Nan Huang, Woon-Man Kung, Kuo-Kun Tseng, Shu-Yi Tu, Hiding patients confidential datainthe ECG signal viaa transform-domain quantization scheme topical collection on mobile systems, Journal of Medical Systems   2014, vol. 38, no. 6, May 17 2014. [SCI&EI impact factor: 1.372]
18.Haiqiang Wang, Kuo-Kun Tseng(Corresponding Author), Shu-Chuan Chu, John F. Roddick, Dachao Li, Bit-reduced automaton inspection for cloud security, Journal of Computers, vol. 24, no 3, pages 11-18, Oct. 2013. [EI]
19.Chin-Ling Chen, Wen-Hu Chen, Chih-Cheng Chen, Yeong-Lin Lai and Kuo-Kun Tseng, A Secure Visual Secret Checking of Meaningful Sharing Images, Applied Mathematics & Information Sciences, March 2013. [SCI&EI]
20.Chih-Yu Hsu, Kuo-Kun Tseng(Corresponding Author), Shuo-Tsung Chen and Chih-Hao Huang, Computer Assisted Classification of Dental Radiography, Journal of Nanoelectronics And Optoelectronics, Vol. 7, No. 2, March 2012. [SCI&EI]
21.Kuo-Kun Tseng, Fu-Fu Zeng, Huang-Nan Huang, Yiming Liu, Jeng-Shyang Pan, W. H. Ip, C. H. Wu, A new non-exact aho-corasick framework for ECG classification, ACM SIGARCH Computer Architecture News, vol. 41 issue 2, May 2013.
22.Chih-Yu Hsu, Chia-Hao Chang, Yu-Jen Yang, Kuo-Kun Tseng(Corresponding Author), Yeong-Lin Lai and Chih-Cheng Chen, Weighted Geometric Diffusion Measures for Neuronal Fiber Tractography Algorithm, International Journal of Innovative Computing Information and Control, Volume 8, Number 2, February 2012. [SCI&EI impact factor:1.667]]
23.Chih-Yu Hsu, Ta-Shan Tsu, Shyr-Shen Yu, and Kuo-Kun Tseng, Salt and Pepper Noise Reduction by Cellular Automata, International Journal of Applied Science and Engineering, September 2011.
24.Chih-Yu. Hsu, Hao-Feng Wang, Hui-Ching Wang and Kuo-Kun Tseng, Automatic Extraction of Face Contours in Images and Videos, Future Generation Computer Systems, December 2010. [SCI &EI impact factor: 2.229, Q1]
25.Kuo-Kun Tseng, Yeong-Lin Lai, Chin-Cheng Chen, Chih-Yu Hsu, A Fuzzy-updated Cache of Automata Matching for Embedded Network Processor, Journal of Circuits, Systems, and Computers, December 2010. [SCI&EI]
26.Kuo-Kun Tseng, Yuan-Cheng Lai, Tsern-Huei Lee and Ying-Dar Lin, A Fast Scalable Automaton Matching Accelerator for Embedded Content Processors, ACM Transactions in Embedded Computing Systems, April 2009. [SCI&EI]
27.Yi-Neng Lin, Ying-Dar Lin, Yuan-Cheng Lai and Kuo-Kun Tseng, Modeling and Analysis of Core-centric Network Processors, ACM Transactions on Embedded Computing Systems, Special Issue on Rapid System Prototyping, July 2008. [SCI& EI]
28.Ying-Dar Lin; Kuo-Kun Tseng (Corresponding Author); Tseng-Huei Lee; Yi-Neng Lin; Chen-Chou Hung and Yuan-Cheng Lai; A Platform Based SoC Implementation of Scalable Automation Matching for High-Speed Deep Content Inspection, Journal of System Architecture, December 2007. [SCI&EI]
29.Kuo-Kun Tseng, Ying-Dar Lin, Tsern-Huei Lee and Yuan-Cheng Lai, Deterministic high-speed root-hashing automaton matching coprocessor for embedded network processor, ACM SIGARCH Computer Architecture News, June 2007.
30.Kuo-Kun Tseng, Yuan-Cheng Lai and Ying-Dar Lin, Perceptual Codec and Interaction Aware Playout Algorithms and Quality Measurement for VoIP Systems, IEEE Transactions on Consumer Electronics, February 2004. [SCI&EI]
31.Kuo-Kun Tseng, Dachao Lee, Charles Chen, ECG identification system using neural network with global and local features. International Association for Development of the Information Society, 2016.
1.P. Cheng, I. Lee, L. Li, Kuo-Kun Tseng, J. S. Pan; BRBA: A Blocking-Based Association Rule Hiding Method, AAAI Conference on Artificial Intelligence,2016.
2.Kuo-Kun Tseng, J. Li, F. B. Ye. The Biomedical Educational Platform with an ECG Case Study for Healthcare Research[C], International Conference on Robot. 2015:134-137.
3.Jiaqian Li, Kuo-Kun Tseng, Haiting Dong, Yifan Li, Ming Zhao, Mingyue Ding, Human Sperm Health Diagnosis with Principal Component Analysis and K-nearest Neighbor Algorithm, 2014 International Conference on Medical Biometrics (ICMB); 05 2014. [EI] on Robot. 2015:134-137. 
4.Kuo-Kun Tseng, Xiaoxiao An and Shuo-Tsung Chen, Robust Image Watermarking using Karhunen-Loeve Transform, IEEECMCSN, May 16-17 2014. [EI]
5.Shih-Hao Chang, Kuo-Kun Tseng (Corresponding Author) and Shin-Ming Cheng, The Sybil Attack in Participatory Sensing: Detection & Analysis, The First Euro-China Conference on Intelligent Data Analysis and Applications, June 13-15, 2014. [EI]
6.Nai-Lun Huang, Tsern-Huei Lee, Kuo-Kun Tseng, Solution of skip distance constraint on sub-linear time string-matching architecture, IEEE Region 10 Annual International Conference, Proceedings/TENCON, 2013 [EI]
7.Li Jun, Tien-Szu Pan, Kuo-Kun Tseng(Corresponding Author), Jeng-Shyang Pan, Design Monocular Simultaneous Localization and Mapping System with ORB Feature, IEEE ICME 2013, 2013. [EI]
8.FuFu Zeng, Kuo-Kun Tseng(Corresponding Author), Huang-Nan Huang, Shu-Yi Tu, Jeng-Shyang Pan, A New Statistical-based Algorithm for ECG Identification, IEEE IIH-MSP, 301-304 2012, [EI]
9.Xialong He, Kuo-Kun Tseng(Corresponding Author), Huang-Nan Huang, Shuo-Tsung Chen, Shu-Yi Tu, Fufu Zeng and Jeng-Shyang Pan, Wavelet-Based Quantization Watermarking for ECG Signals, IEEE CMCSN 2012, 233 – 236 2012. [EI]
10.Yimei Jin, Jeng-Shyang Pan, Kuo-Kun Tseng(Corresponding Author) and Wu-Chih Hu, Approximate Packet Classification and Stateful Rule DFA for Cloud Intrusion Detection, IEEE CMCSN 2012, 229 - 232 2012. [EI]
11.Haiqiang Wang, Kuo-Kun Tseng(Corresponding Author) and Jeng-Shyang Pan Deep ,Packet Inspection with Bit-Reduced DFA for Cloud System, IEEE CMCSN 2012, 221 - 224 2012. [EI]
12.Yiming Liu, Kuo-Kun Tseng(Corresponding Author) and Jeng-Shyang Pan, Statistical Based Waveform Classification for Cloud Intrusion Detection ,IEEE CMCSN 2012, 225 - 228 2012 .[EI]
13.Kuo-Kun Tseng, Jun Min Jiang; Jeng-Shyang Pan, Ling Ling Tang, Chih-Yu Hsu and Chih-Cheng Chen, Enhanced Huffman Coding with Encryption for Wireless Data Broadcasting System, IEEE IS3C 2012,622- 625 2012. [EI]
14.He Chen; Fufu Zeng, Kuo-Kun Tseng(Corresponding Author), Huang-Nan Huang, Shu-Yi Tu and Jeng-Shyang Pan, ECG Human Identification with Statistical Support Vector Machines, IEEE CMCSN 2012 ,237-240 2012. [EI]
15.Yi Tu, Kuo-Kun Tseng(Corresponding Author), Fufu Zeng, Cheng-Min Lin, Jeng-Shyang Pan, Hybrid Monitoring Approach of RS485 and CAN Bus for Base Station, 2011 Cross-Strait Conference on Information Science and Technology and iCube, October 2011.
16.Qingxiang Feng, Kuo-Kun Tseng(Corresponding Author), Jeng-Shyang Pan and Charles Chen, The New Age for Cloud of Things, 2011 Cross-Strait Conference on Information Science and Technology and iCube, October 2011.
17.Li Juan, Tien-Szu Pan, Kuo-Kun Tseng(Corresponding Author), Jeng-Shyang Pan, and Jialong Zhang, Indoor Water Service Robot With Two Stages Localization, The First International Conference on Robot, Vision and Signal Processing, November 2011. [EI]
18.Zhenyu Meng, Jeng-Shyang Pan, Kuo-Kun Tseng(Corresponding Author), Ming Zhao,Wu-Chih Hu, A Lightweight Corner based Hand Gesture Control for Mobile Appliance Control System, IEEE International Conference on Information Security and Intelligence Control, August 2011. [EI]
19.Shuo-Tsung Chen, Huang-Nan Huang, Chih-Yu Hsu, Kuo-Kun Tseng and Jeng-Shyang Pan, Optimization-Based Audio Watermarking using Low-Frequency Amplitude, IEEE International Conference on Information Security and Intelligence Control, August 2011. [EI]
20.Shuo-Tsung Chen, Huang-Nan Huang, Chih-Yu Hsu, Kuo-Kun Tseng and Jeng-Shyang Pan, Wavelet-Based Entropy for Digital Audio Watermarking, the Seventh International Conference on Intelligent Information Hiding and Multimedia Signal Processing, October 2011. [EI]
21.FuFu Zeng, Kuo-Kun Tseng(Corresponding Author), Ming Zhao, Jeng-Shyang Pan, Huang-Nan Huang Chih-Yu Hsu and Shuo-Tsung Chen, IEEE ICGEC 2011, Kinmen, Taiwan / Xiamen, China, August 2011. [EI]
22.Kuo-Kun Tseng, Wei Wei, Jeng-Shyang Pan, Chih-Yu Hsu, Shuo-Tsung Chen and LingLing Tang, Evaluationary Random Interval Fingerprint, IEEE The Fifth International Conference on Genetic and Evolutionary Computing, August 2011. [EI]
23.QingXiang Feng, Charles Chen, Kuo-Kun Tseng (Corresponding Author) and Jeng-Shyang Pan, Open Cloud Interface for Heterogeneous Could Computing, IEEE International Conference on Information Security and Intelligence Control, August 2011. [EI]
24.Chia-Hao Chang, Chih-Yu Hsu , Yu-Jen Yang and Kuo-Kun Tseng(Corresponding Author), A Software System for Anisotropic Diffusion Analysis of Diffusion Tensor Images, The Fourth International Conference on Genetic and Evolutionary Computing, Shenzhen China, Dec. 2010. [EI]
25.Zhenyu Meng, Jeng-Shyang Pan, Kuo-Kun Tseng (Corresponding Author), and Chih-Yu Hsu, Corner Detection Based on Normal Vector of Boundary Fitting Line, The Fourth International Conference on Genetic and Evolutionary Computing, Shenzhen China, Dec. 2010. [EI]
26.Chih-Yu Hsu, Hao-Feng Wang, Hui-Ching Wang, Kuo-Kun Tseng (Corresponding Author) and Yih-Jing Tang, Automatic Extraction of Face Contours, IEEE World Congress On Computational Intelligence, Barcelona Span, July 2010. [EI]
27.Yue-Der Lin, Chih-Yu Hsu, Hung-Yun Chen and Kuo-Kun Tseng, An Efficient ICA Approach Based on Neural Network Framework for Biomedical Applications, IEEE World Congress On Computational Intelligence, Barcelona Span, July 2010. [EI]
28.Kuo-Kun Tseng, Rung-Jen Wei, Bo-Chi Ke, Chi-Ping Wang, Chao-Shi Wang, Ya-Ying Liao, Fixed-Point Wireless Anti-Theft System with Active RFID, 2009 Asian Pacific International Conference on RFID, 2009.
29. Kuo-Kun Tseng, Chao-Shi Wang, and Ya-Ying Liao , A Specialized Cache of Automata Matching for Content Filtering, Proceedings of the International MultiConference of Engineers and Computer Scientists 2009. [EI]
30.Kuo-Kun Tseng, Direct Dynamic IP Exchange for Interactive Multi-Location Global Position System, Intelligent Living Technology Conference, Taichung, June 2008.
31.Ying-Ming Lin, Hsin-Hhung Chen, Chieh-Hsien Lu, Fan-Ru Cheng and Kuo-Kun Tseng (Corresponding Author), A Local-Map-Less Mobile Position and Care System (MPCS) for Elderly People, International Conference on Advanced Information Technologies, Taichung, Taiwan, April 2008.
32.Ting-Mao Zhan; Ying-Ming Lin; Run-Chieh Chang; Li-Fen Chang; Kuo-Kun Tseng (Corresponding Author), A Tracking Remote Speech Surveillance System for 3D Space, International Conference on Advanced Information Technologies, Taichung, Taiwan, April 2008.
33.Ying-Dar Lin, Kuo-Kun Tseng (Corresponding Author), Chen-Chou Hung and Yuan-Cheng Lai, Scalable Automaton Matching for High-Speed Deep Content Inspection, IEEE AINA, Niagara Falls, Canada, May 2007. [EI]
34.Kuo-Kun Tseng, Ying-Dar Lin, Tseng-Huei Lee and Yuan-Cheng Lai, A Parallel Automaton String Matching with Pre-Hashing and Root-Indexing Techniques for Content Filtering Coprocessor, 16th IEEE International Conference on Application-Specific Systems, Architectures, and Processors, Samos, Greece, July 2005. [EI]
35.Kuo-Kun Tseng and Ying-Dar Lin, User perceived Codec and Duplex Aware Playout Algorithms and LMOS-DMOS Measurement for Real Time Streams, International Conference on Communications Technology, Beijing, April 2003.
School of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School
2015 Dong Haiting, graduate student, ECG diagnostic algorithm with heterogeneous database , outstanding thesis award.
2014 Li Jiaqian, graduate student, in the research of anti nuclear antibody computer-aided diagnosis of autoimmune diseases, graduation results for outstanding graduation thesis award.
2013 Chen He, master students, Time series biological signal identification and classification, , outstanding thesis award.
2012 Fufu Zeng, master student, ECG authentication algorithm research, outstanding thesis award.
2012 Wang Haiqiang, master student, Research on deep precision packet inspection, excellent student award.