A/Prof. Guangyan Huang

STAFF PROFILE

Position

Associate Professor, Computer Science

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Contact

Biography

Guangyan Huang currently is an Associate Professor at the School of Information Technology, Facult of Science, Engineering and Built Environment, Deakin University. In 2014, she was the recipient of an ARC DECRA fellowship. She also has been awarded two Discovery Projects - DP190100587 (sole CI) and DP140100841 (the second CI). She was awarded a PhD degree in Computer Science from Victoria University in 2012. Before she joined Deakin, she was a senior lecturer (2014), research fellow (2013) and research officer (2012) in VU.

She has 107 publications mainly in Sensor Stream Data Mining (time series pattern mining, anomaly recognition and intervention), Text Mining (short text clustering, topic discovery, text retrieval by topic match), Multimodal Data Fusion (fusing of image/video, short text, GPS spatial temporal data and sensor data) and Human Emotion Recognition (through facial expression video, speech/audio and text/subtitle) and Its Application in Human-Machine Interaction. She is a PhD and Master Principal supervisor.

She also has 5 years' research experiences in Chinese Academy of Sciences. She was a research assistant from 2003 to 2007 in the Institute of Computing Technology, Chinese Academy of Sciences. She worked as an assistant professor in the Institute of Software, Chinese Academy of Sciences from 2007 to 2009. Between June 2006 and Dec. 2006, she was a visiting researcher at Platforms and Devices Centre in Microsoft Research Asia.

She is active in academic community. She has been Associate Editor for Health Information Science Book Series (Springer) since 2013. She was Assistant Editor for Health Information Science Journal (Springer) from 2012 to 2014 and helped launch the first issue in Dec. 2012. She had served as Publication Chair of WISE'2013, WISE'2012, HIS'2013 and HIS'2012, workshop Co-Chair for 4 workshops joint with WISE'2013, APWeb'2012, APWeb'2008 and MCDM'2009. She achieved APWeb'2012 Best Local Arrangement Chair Award and HIS'2012 Best Workshop Chair Award.

Read more on Guangyan's profile

Research interests

  • Sensor Stream Data Mining (time series pattern mining, anomaly recognition and intervention),
  • Text Mining (short text clustering, topic discovery, text retrieval by topic match),
  • Multimodal Data Fusion (fusing of image/video, short text, GPS spatial temporal data and sensor data),
  • Human Emotion Recognition (through facial expression video, speech/audio and text/subtitle) and Its Application in Human-Machine Interaction

Units taught

SIT773 - Software Requirements Analysis and Modelling (2019, 2020)

SIT742 - Modern Data Science (2018)

SIT717 - Enterprise Business Intelligence (2018, 2019)

SIT707 - Software Quality and Testing (2018)

SIT340/SIT740 - Research and Development in Information Technology (2014-2017)

Projects

ARC Grants:

1. G. Huang (sole CI), ARC Discovery Project - "Sensor Stream Pattern Mining for Automatic Anomaly Recognition and Intervention" (DP190100587, $351,725, 2019-2021)

(A PhD scholarship related to this DP project, with $27,082 per annum for three years, is available until filled. Interested applicants please send your CV, academic record and publications to guangyan.huang@deakin.edu.au.)

2. G. Huang, ARC DECRA Project - "Mining Patterns and Changes of Wave Shapes for Efficiently Querying Periodic Data Streams" (DE140100387, $349,179, 2014-2016).

3. Y. Zhang, G. Huang, ARC DP Project - "Deep Data Mining for Anomaly Prediction from Sensor Data Streams" (DP140100841, $329,027, 2014-2016).

Publications

Filter by

2020

An optimal backoff time-based internetwork interference mitigation method in wireless body area network

Zhijun Xie, Baocheng Wang, Jiancheng Yu, Huanming Wu, Guangyan Huang, Roozbeh Zarei, Jing He

(2020), Vol. 2020, pp. 1-13, Journal of sensors, London, Eng., C1

journal

A Novel Video Emotion Recognition System in the Wild Using a Random Forest Classifier

N Samadiani, G Huang, W Luo, Y Shu, R Wang, T Kocaturk

(2020), Vol. 1179, pp. 275-284, ICDS 2019 : Data science : 6th international conference, ICDS 2019, Ningbo, China, May 15-20, 2019, revised selected papers, Ningbo, China, E1

conference

Short Text Similarity Measurement Using Context from Bag of Word Pairs and Word Co-occurrence

S Yang, G Huang, B Ofoghi

(2020), Vol. 1179, pp. 221-231, ICDS 2019 : Data science : 6th international conference, ICDS 2019, Ningbo, China, May 15-20, 2019, revised selected papers, Ningbo, China, E1

conference

Dynamic Clustering of Stream Short Documents Using Evolutionary Word Relation Network

S Yang, G Huang, X Zhou, Y Xiang

(2020), Vol. 1179, pp. 418-428, ICDS 2019 : Data science : 6th International Conference, ICDS 2019, Ningbo, China, May 15-20, 2019, revised selected papers, Ningbo, China, E1

conference

Flexible Shapelets Discovery for Time Series Classification

B Cai, G Huang, M Angelova Turkedjieva, Y Xiang, C Chi

(2020), Vol. 1179, pp. 211-220, ICDS 2019 : Data science : 6th International Conference, ICDS 2019, Ningbo, China, May 15-20, 2019, revised selected papers, Ningbo, China, E1

conference

A multiple feature fusion framework for video emotion recognition in the wild

Najmeh Samadiani, Guangyan Huang, Wei Luo, Chi-Hung Chi, Yanfeng Shu, Rui Wang, Tuba Kocaturk

(2020), pp. 1-13, Concurrency and Computation: Practice & Experience, London, Eng., C1

journal

A combination model based on transfer learning for waste classification

Guang-Li Huang, Jing He, Zenglin Xu, Guangyan Huang

(2020), pp. 1-12, Concurrency and Computation: Practice & Experience, Hoboken, N.J., C1

journal

Lane marking detection algorithm based on high-precision map and multisensor fusion

H Yao, C Chen, S Liu, K Li, Y Ji, G Huang, R Wang

(2020), pp. 1-11, Concurrency and Computation: Practice and Experience, Ningbo, China, E1

conference
2019

Prediction of dissolved oxygen content in aquaculture using Clustering-based Softplus Extreme Learning Machine

P Shi, G Li, Y Yuan, G Huang, L Kuang

(2019), Vol. 157, pp. 329-338, Computers and electronics in agriculture, Amsterdam, The Netherlands, C1

journal

A review on automatic facial expression recognition systems assisted by multimodal sensor data

Najmeh Samadiani, Guangyan Huang, Borui Cai, Wei Luo, Chi-Hung Chi, Yong Xiang, Jing He

(2019), Vol. 19, Sensors, Basel, Switzerland, C1

journal

Exploring Douglas-Peucker algorithm in the detection of epileptic seizure from multicategory EEG signals

Roozbeh Zarei, Jing He, Siuly Siuly, Guangyan Huang, Yanchun Zhang

(2019), Vol. 2019, pp. 1-19, BioMed research international, Cairo, Egypt, C1

journal

Dynamic optimisation based fuzzy association rule mining method

H Zheng, J He, G Huang, Y Zhang, H Wang

(2019), Vol. 10, pp. 2187-2198, International journal of machine learning and cybernetics, Berlin, Germany, C1

journal

Enhanced smart meter privacy protection using rechargeable batteries

M Hossain, I Natgunanathan, Y Xiang, L Yang, G Huang

(2019), Vol. 6, pp. 7079-7092, IEEE internet of things journal, Piscataway, N.J., C1

journal

An accurate negative survey using answer confidence level

B Cai, G Huang, C Chi, R Liu, Y Shu

(2019), pp. 1-11, IEEE Transactions on Dependable and Secure Computing, Piscataway, N.J., C1

journal

Discovering topic representative terms for short text clustering

S Yang, G Huang, B Cai

(2019), Vol. 7, pp. 92037-92047, IEEE Access, Piscataway, N.J., C1

journal

Community enhanced record linkage method for vehicle insurance system

C Lu, G Huang, Y Xiang

(2019), Vol. 11888, pp. 761-776, ADMA 2019 : Proceedings of Advanced Data Mining and Applications 15th International Conference , Dalian, China, Dalian, China, E1

conference

Active contours with local and global energy based-on fuzzy clustering and maximum a posterior probability for retinal vessel detection

X Wang, Z Jiang, W Li, R Zarei, G Huang, A Ulhaq, X Yin, B Zhang, P Shi, M Guo, J He

(2019), pp. 1-14, Concurrency and computation: practice and experience, Chichester, Eng., C1

journal
2018

MSIM: a change detection framework for damage assessment in natural disasters

D Qin, X Zhou, W Zhou, G Huang, Y Ren, B Horan, J He, N Kito

(2018), Vol. 97, pp. 372-383, Expert Systems with Applications, Oxford, Eng., C1

journal

Clustering of multiple density peaks

B Cai, G Huang, Y Xiang, J He, G Huang, K Deng, X Zhou

(2018), Vol. 10939, pp. 413-425, PAKDD 2018 : Advances in Knowledge Discovery and Data Mining : Proceedings of 22nd Pacific-Asia Conference, Melbourne, Victoria, E1

conference

Development status and trends of wearable smart devices on wrists

Y Li, J He, G Huang, Z Xie

(2018), Vol. 10971, pp. 119-129, ICCC 2018 : Proceedings of the International Conference on Cognitive Computing 2018, Seattle, Wash., E1

conference

Query expansion based on semantic related network

L Guo, X Su, L Zhang, G Huang, X Gao, Z Ding

(2018), Vol. 11013, pp. 19-28, PRICAI 2018: Trends in artificial intelligence : Proceedings of the 15th Pacific Rim International Conference on Artificial Intelligence, Nanjing, China, E1

conference

Dynamic connection-based social group recommendation

D Qin, X Zhou, L Chen, G Huang, Y Zhang

(2018), pp. 1-14, IEEE transactions on knowledge and data engineering, Piscataway, N.J., C1

journal

A general model for fuzzy decision tree and fuzzy random forest

H Zheng, J He, Y Zhang, G Huang, Z Zhang, Q Liu

(2018), pp. 1-26, Computational intelligence, Chichester, Eng., C1

journal
2017

Searching time period-based longest frequent path in big trajectory data

X Gao, L Guo, G Huang, Z Ding, Y Wu, B Cai, X Meng, J Chen

(2017), pp. 1461-1468, Proceedings, the Eighteenth IEEE International Conference on High Performance Computing and Communications : the Fourteenth IEEE International Conference on Smart City ; the Second IEEE International Conference on Data Science and Systems : HPCC/SmartCity/DSS 2016 : 12-14 December 2016, Sydney, Australia, Sydney, Australia, E1

conference

Enhancing online video recommendation using social user interactions

X Zhou, L Chen, Y Zhang, D Qin, L Cao, G Huang, C Wang

(2017), Vol. 26, pp. 637-656, VLDB journal, Berlin, Germany, C1

journal

Modeling user preferences on spatiotemporal topics for point-of-interest recommendation

S Yang, G Huang, Y Xiang, X Zhou, C Chi

(2017), pp. 204-211, SCC 2017 : Proceedings of the IEEE 14th International Conference on Services Computing 2017, Honolulu, Hawaii, E1

conference
2016

Discovery of stop regions for understanding repeat travel behaviors of moving objects

G Huang, J He, W Zhou, G Huang, L Guo, X Zhou, F Tang

(2016), Vol. 82, pp. 582-593, Journal of computer and system sciences, Amsterdam, The Netherlands, C1

journal

Towards anomalous diffusion sources detection in a large network

P Zhang, J He, G Long, G Huang, C Zhang

(2016), Vol. 16, ACM Transactions on Internet Technology, C1

journal

Effective and efficient detection of premature ventricular contractions based on variation of principal directions

R Zarei, J He, G Huang, Y Zhang

(2016), Vol. 50, pp. 93-102, Digital signal processing: a review journal, Amsterdam, The Netherlands, C1

journal

Speedup of big data transfer on the internet

G Huang, W Zhou, J He

(2016), pp. 139-155, Networking for big data, Boca Raton, Fla., B1

chapter

Building cloud-based healthcare data mining services

P Zhang, S Hu, J He, Y Zhang, G Huang, J Zhang

(2016), pp. 459-466, SCC 2016 : Proceedings of the 13th IEEE International Conference on Services Computing, San Francisco, California, E1

conference

A data-packets-saving multi-agent scheduling of large online meetings

U Ali, G Huang

(2016), Vol. 9877, pp. 471-475, ADC 2016 : Database Theory and Applications : Proceedings of the 27th Australasian Database Conference 2016, Sydney, New South Wales, E1

conference
2015

Mining streams of short text for analysis of world-wide event evolutions

G Huang, J He, Y Zhang, W Zhou, H Liu, P Zhang, Z Ding, Y You, J Cao

(2015), Vol. 18, pp. 1201-1217, World wide web, Berlin, Germany, C1

journal

SVD-based incremental approaches for recommender systems

X Zhou, J He, G Huang, Y Zhang

(2015), Vol. 81, pp. 717-733, Journal of computer and system sciences, Maryland Heights, MO, C1

journal

Modelling semantics across multiple time series and its applications

Z Qiao, G Huang, J He, P Zhang, Y Zhang, L Guo

(2015), Vol. 85, pp. 27-36, Knowledge-based systems, Amsterdam, The Netherlands, C1

journal

A graph-based model for context-aware recommendation using implicit feedback data

W Yao, J He, G Huang, J Cao, Y Zhang

(2015), Vol. 18, pp. 1351-1371, World wide web, Berlin, Germany, C1

journal

Node-coupling clustering approaches for link prediction

F Li, J He, G Huang, Y Zhang, Y Shi, R Zhou

(2015), Vol. 89, pp. 669-680, Knowledge-based systems, Amsterdam, The Netherlands, C1

journal

A data as a product model for future consumption of big stream data in clouds

G Huang, J He, C Chi, W Zhou, Y Zhang

(2015), pp. 256-263, SCC 2015: Proceedings of the 12th International Conference on Services Computing, New York, New York, E1

conference

Building computational virtual reality environment for anesthesia

X Cao, P Zhang, J He, G Huang

(2015), Vol. 9208, pp. 151-158, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), B1

chapter

Building the computational virtual reality environment for anaesthetists' training and practice

J He, R Zarei, J Cao, K Taraporewalla, M Steyn, A Van Zundert, G Huang, H Zhang, C Chi

(2015), pp. 242-248, SCC 2015: Proceedings of the 12th International Conference on Services Computing, New York, New York, E1

conference

Online video recommendation in sharing community

X Zhou, L Chen, Y Zhang, L Cao, G Huang, C Wang

(2015), pp. 1645-1656, SIGMOD 2015 : Proceedings of the ACM International Conference on Management of Data, Melbourne, Victoria, E1

conference

DoSTra: Discovering common behaviors of objects using the duration of staying on each location of trajectories

L Guo, G Huang, X Gao, J He, B Wu, H Guo

(2015), pp. 9-17, AAAI 2015 : Proceedings from the AAAI Conference on Artificial Intelligence Workshop, Austin, Texas, E1

conference
2014

Wireless sensor networks for heritage object deformation detection and tracking algorithm

Z Xie, G Huang, R Zarei, J He, Y Zhang, H Ye

(2014), Vol. 14, pp. 20562-20588, Sensors, Basel, Switzerland, C1

journal

Modeling dual role preferences for trust-aware recommendation

W Yao, J He, G Huang, Y Zhang

(2014), pp. 975-978, SIGIR 2014 : Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, Gold Coast, Queensland, E1

conference

Optimized fuzzy association rule mining for quantitative data

H Zheng, J He, G Huang, Y Zhang

(2014), pp. 396-403, FUZZ-IEEE 2014 : Proceedings of the 2014 IEEE International Conference on Fuzzy Systems, Beijing, China, E1-1

conference

Efficient detection of emergency event from moving object data streams

L Guo, G Huang, Z Ding

(2014), Vol. 8422, pp. 422-437, 19th International Conference, DASFAA 2014, Bali, Indonesia, April 21-24, 2014. Proceedings, Part II, Bali, Indonesia, E1-1

conference

Online mining abnormal period patterns from multiple medical sensor data streams

G Huang, Y Zhang, J Cao, M Steyn, K Taraporewalla

(2014), Vol. 17, pp. 569-587, World Wide Web, C1-1

journal

A clique-based WBAN scheduling for mobile wireless body area networks

Z Xie, G Huang, J He, Y Zhang

(2014), Vol. 31, pp. 1092-1101, ITQM 2014 : Proceedings of the 2nd International Conference on Information Technology and Quantitative Management, Moscow, Russia, E1-1

conference

Web services for things

G Huang, J He, Y Zhang

(2014), Vol. 9781461475354, pp. 605-629, Advanced Web Services, Berlin, Germany, B1-1

chapter

SoRank: incorporating social information into learning to rank models for recommendation

W Yao, J He, G Huang, Y Zhang

(2014), pp. 409-410, WWW 2014 : Proceedings of the 23rd International Conference on World Wide Web, Seoul, Korea, E1-1

conference
2013

Discovering semantics from multiple correlated time series stream

Z Qiao, G Huang, J He, P Zhang, L Guo, J Cao, Y Zhang

(2013), Vol. 7819, pp. 509-520, 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part II, Gold Coast, Qld., E1-1

conference

A real-time abnormality detection system for intensive care management

G Huang, J He, J Cao, Z Qiao, M Steyn, K Taraporewalla

(2013), pp. 1376-1379, ICDE 2013: Proceedings of the 29th International Conference on Data Engineering, Brisbane, Qld., E1-1

conference

GEAM: A general and event-related aspects model for Twitter event detection

Y You, G Huang, J Cao, E Chen, J He, Y Zhang, L Hu

(2013), Vol. 8181, pp. 319-332, Web Information Systems Engineering - WISE 2013, Nanjing, China, E1-1

conference

Personalized recommendation on multi-layer context graph

W Yao, J He, G Huang, J Cao, Y Zhang

(2013), Vol. 8180 LNCS, pp. 135-148, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), E1-1

conference

Leveraging visual features and hierarchical dependencies for conference information extraction

Y You, G Xu, J Cao, Y Zhang, G Huang

(2013), Vol. 7808, pp. 404-416, Web Technologies and Applications, Sydney, N.S.W., E1-1

conference

Mathematical-morphology-based edge detection of retinal vessels in retinal images

Z Jiang, Y Zhang, J He, G Huang, J Yang

(2013), Vol. 7798, pp. 265-268, Second International Conference, HIS 2013, London, UK, March 25-27, 2013. Proceedings, London, Eng., E1-1

conference

CIRCE: correcting imprecise readings and compressing excrescent points for querying common patterns in uncertain sensor streams

J He, Y Zhang, G Huang, P de Souza

(2013), Vol. 38, pp. 1234-1251, Information systems, Amsterdam, The Netherlands, C1-1

journal
2012

A personalized recommendation algorithm based on approximating the singular value decomposition (ApproSVD)

X Zhou, J He, G Huang, Y Zhang

(2012), Vol. 2, pp. 458-464, WI-IAT 2012: Proceedings of the 11th IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Macau, China, E1-1

conference

Predicting driving direction with weighted markov model

B Mao, J Cao, Z Wu, G Huang, J Li

(2012), Vol. 7713 LNAI, pp. 407-418, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), E1-1

conference

Distributed data possession checking for securing multiple replicas in geographically-dispersed clouds

J He, Y Zhang, G Huang, Y Shi, J Cao

(2012), Vol. 78, pp. 1345-1358, Journal of computer and system sciences, Amsterdam, The Netherlands, C1-1

journal

Exceptional object analysis for finding rare environmental events from water quality datasets

J He, Y Zhang, G Huang

(2012), Vol. 92, pp. 69-77, Neurocomputing, Amsterdam, The Netherlands, C1-1

journal

Multiple time series anomaly detection based on compression and correlation analysis: a medical surveillance case study

Z Qiao, J He, J Cao, G Huang, P Zhang

(2012), Vol. 7235, pp. 294-305, 14th Asia-Pacific Web Conference, APWeb 2012, Kunming, China, April 11-13, 2012. Proceedings, Kunming, China, E1-1

conference

An association rule analysis framework for complex physiological and genetic data

J He, Y Zhang, G Huang, Y Xin, X Liu, H Zhang, S Chiang, H Zhang

(2012), Vol. 7231, pp. 131-142, First International Conference, HIS 2012, Beijing, China, April 8-10, 2012. Proceedings, Beijing, China, E1-1

conference

A smart web service based on the context of things

J He, Y Zhang, G Huang, J Cao

(2012), Vol. 11, pp. 1-23, ACM transactions on internet technology, New York, N.Y., C1-1

journal
2011

Fault tolerance in data gathering wireless sensor networks

G Huang, Y Zhang, J He, J Cao

(2011), Vol. 54, pp. 976-987, The Computer Journal, Oxford, Eng., C1-1

journal

Efficiently retrieving longest common route patterns of moving objects by summarizing turning regions

G Huang, Y Zhang, J He, Z Ding

(2011), Vol. 6634, pp. 375-386, Advances in Knowledge Discovery and Data Mining, Shenzheng, China, E1-1

conference
2010

Domain-driven classification based on multiple criteria and multiple constraint-level programming for intelligent credit scoring

J He, Y Zhang, Y Shi, G Huang

(2010), Vol. 22, pp. 826-838, IEEE transactions on knowledge and data engineering, Berlin, Germany, C1-1

journal
2009

A novel time computation model based on algorithm complexity for data intensive scientific workflow design and scheduling

J He, Y Zhang, G Huang, C Pang

(2009), Vol. 21, pp. 2070-2083, Concurrency computation practice and experience, London, Eng., C1-1

journal

Real-time traffic flow statistical analysis based on network-constrained moving object trajectories

Z Ding, G Huang

(2009), Vol. 5690 LNCS, pp. 173-183, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), E1-1

conference
2008

Wireless video-based sensor networks for surveillance of residential districts

G Huang, J He, Z Ding

(2008), Vol. 4976 LNCS, pp. 154-165, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), E1-1

conference

Inter-Frame Change Directing online clustering of multiple moving objects for video-based sensor networks

G Huang, J He, Z Ding

(2008), pp. 442-446, WI-IAT 2008: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, Sydney, N.S.W, E1-1

conference
2007

Data mining via minimal spanning tree clustering for prolonging lifetime of wireless sensor networks

G Huang, X Li, J He, X Li

(2007), Vol. 6, pp. 235-251, International journal of information technology and decision making, Singapore, C1-1

journal

Network lifetime of application-specific randomly deployed wireless sensor networks in arbitrary sensor density

J He, Y Zhang, G Huang, Y Shi

(2007), pp. 352-357, ICIS 2007: Proceedings of the 6th IEEE/ACIS International Conference on Computer and Information Science, Melbourne, Victoria, E1-1

conference

Cluster analysis and optimization in color-based clustering for image abstract

J He, G Huang, Y Zhang, Y Shi

(2007), pp. 213-218, ICDMW 2007: Proceedings of the 7th IEEE International Conference on Data Mining, Omaha, Nebraska, E1-1

conference

Automatic generation of traditional style painting by using density-based color clustering

G Huang, Z Ding, J He

(2007), pp. 41-44, ICDMW 2007: Proceedings of the 7th IEEE International Conference on Data Mining, Omaha, Neb., E1-1

conference
2006

Clustering versus evenly distributing energy dissipation in wireless sensor routing for prolong network lifetime

G Huang, X Li, J He

(2006), Vol. 3992, pp. 1069-1072, ICCS06: Proceedings of the 6th International Conference on Computer Sciences, Reading, Eng., E1-1

conference

Dynamic minimal spanning tree routing protocol for large wireless sensor networks

G Huang, X Li, J He

(2006), Vol. 1, pp. 1669-1673, ICIEA 2006: Proceedings of the 1st IEEE Conference on Industrial Electronics and Applications, Singapore, E1-1

conference

Energy-efficiency analysis of cluster-based routing protocols in wireless sensor network

G Huang, X Li, J He

(2006), Vol. 1, pp. 2379-2386, Proceedings of IEEE Aerospace Conference 2006, Big Sky, Mont., E1-1

conference
2005

A state machine for detecting c/c++ memory faults

G Huang, G Zhang, X Li, Y Gong

(2005), pp. 1-6, ATS'05: Proceedings of the 14th IEEE Asian Test Symposium, Kolkata, India, E1-1

conference
2004

Variable integrity testing of software

G Huang, X Li

(2004), Vol. 16, pp. 1584-1589, Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, C1-1

journal

Funded Projects at Deakin

Australian Competitive Grants

Mining Patterns and Changes of Wave Shapes for Efficiently Que ying Periodic Data Streams - Dr Guangyan Huang

A/Prof Guangyan Huang

ARC DECRA - Discovery Early Career Researcher Award

  • 2016: $124,133
  • 2015: $122,059
  • 2014: $119,910

Deep Data Mining for Anomaly Prediction from Sensor Data Streams

Prof Yanchun Zhang, A/Prof Guangyan Huang

ARC - Discovery Projects

  • 2016: $1,700

Sensor Stream Pattern Mining for Automatic Anomaly Recognition/Intervention

A/Prof Guangyan Huang

ARC - Discovery Projects

  • 2020: $56,709
  • 2019: $117,449

Other Public Sector Funding

Adaptive Cyber Threat Ontology Construction through Knowledge Graph Embedding.

A/Prof Guangyan Huang, Prof Chi-Hung Chi

  • 2019: $12,150

Supervisions

Principal Supervisor
2020

Shuiqiao Yang

Thesis entitled: Discovering Core Terms for Effective Short Text Clustering

Doctor of Philosophy (Information Technology), School of Information Technology