Publications
X Jin, P Zhang, Y He, Q Jiang, P Wang, J Hou, W Zhou, S Yao
(2023), Vol. 126, pp. 1-30, Engineering Applications of Artificial Intelligence, Amsterdam, The Netherlands, C1
Embracing the dropouts in single-cell RNA-seq dynamics modelling
M Xiang, W Luo, J Hou, W Tao
(2023), Vol. 2023-June, pp. 1-8, IJCNN 2023 : Proceedings of the International Joint Conference on Neural Networks, Gold Coast, Queensland, E1
Bridging the Interpretability Gap in Coupled Neural Dynamical Models
M Xiang, W Luo, J Hou, W Tao
(2023), Vol. 14176 LNAI, pp. 524-534, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), E1
Q Jiang, S Lee, X Zeng, X Jin, J Hou, W Zhou, S Yao
(2022), Vol. 71, pp. 1-15, IEEE Transactions on Instrumentation and Measurement, Piscataway, N.J., C1
Bi-dimensional principal gene feature selection from big gene expression data
X Hou, J Hou, G Huang
(2022), Vol. 17, pp. e0278583-e0278583, PLoS ONE, United States, C1
Dynamic base stations selection method for passive location based on GDOP
S Miao, L Dong, J Hou
(2022), Vol. 17, pp. e0272487-e0272487, PLoS ONE, United States, C1-1
K Majbouri Yazdi, J Hou, S Khodayi, A Majbouri Yazdi, S Saedi, W Zhou
(2022), Vol. 28, pp. 275-285, Journal of High Speed Networks, C1
Attention-based Feature Fusion for Reconstructing Gene-Regulatory Interactions
M Xiang, W Luo, J Hou, W Tao
(2022), pp. 1-7, DSAA 2022 : Proceedings of the 2022 IEEE 9th International Conference on Data Science and Advanced Analytics, Online, E1
Leakage-Free Dissemination of Authenticated Tree-Structured Data with Multi-Party Control
J Liu, J Hou, W Yang, Y Xiang, W Zhou, W Wu, X Huang
(2021), Vol. 70, pp. 1120-1131, IEEE Transactions on Computers, C1
Impute Gene Expression Missing Values via Biological Networks: Optimal Fusion of Data and Knowledge
Mingrong Xiang, Jingyu Hou, Wei Luo, Wenjing Tao, Deshou Wang
(2021), pp. 1-8, IJCNN 2021 : Proceedings of the International Joint Conference on Neural Networks, Shenzhen, China, E1
Secure and efficient sharing of authenticated energy usage data with privacy preservation
J Liu, J Hou, X Huang, Y Xiang, T Zhu
(2020), Vol. 92, pp. 1-11, Computers and Security, Amsterdam, The Netherlands, C1
Kasra Majbouri Yazdi, Adel Majbouri Yazdi, Saeid Khodayi, Jingyu Hou, Wanlei Zhou, Saeed Saedy, Mehrdad Rostami
(2020), Vol. 26, pp. 141-153, Journal of high speed networks, [Amsterdam, The Netherlands], C1
Improving Fake News Detection Using K-means and Support Vector Machine Approaches
Kasra Yazdi, Adel Yazdi, Saeid Khodayi, Jingyu Hou, Wanlei Zhou, Saeed Saedy
(2020), pp. 38-42, ICCNSIP 2020 : Proceedings of the International Conference on Communications, Networking, Signal and Image Processing, Melbourne, Victoria, E1
Plant images recognition based on transfer learning
S Miao, J Hou, Lihui Zhong
(2020), pp. 125-129, ICIAI 2020 : Proceedings of the 2020 the 4th International Conference on Innovation in Artificial Intelligence, Xiamen, China, E1
Abnormal heart sound recognition based on instantaneous frequency and singular value decomposition
S Miao, L Zhong, J Hou, J Dong, W Wang
(2020), pp. 1-5, BIBE 2020 : Proceedings of the Fourth International Conference on Biological Information and Biomedical Engineering, Chengdu, China, E1
Non-local texture optimization with wasserstein regularization under convolutional neural network
J Li, Y Xiang, J Hou, D Xu
(2019), Vol. 21, pp. 1437-1449, IEEE transactions on multimedia, Piscataway, N.J., C1
A novel gene selection algorithm for cancer classification using microarray datasets
R Alanni, J Hou, H Azzawi, Y Xiang
(2019), Vol. 12, BMC Medical Genomics, England, C1
Novel multi-keyword search on encrypted data in the cloud
Yunyun Wu, J Hou, Jing Liu, Wanlei Zhou, Shaowen Yao
(2019), Vol. 7, pp. 31984-31996, IEEE Access, Piscataway, N.J., C1
Cancer adjuvant chemotherapy prediction model for non-small cell lung cancer
Russul Alanni, J Hou, Hasseeb Azzawi, Yong Xiang
(2019), Vol. 13, pp. 129-135, IET systems biology, Stevenage, Eng., C1
Risk Classification for NSCLC Survival Using Microarray and Clinical Data
Russul Al-Anni, Jingyu Hou, Hasseeb Azzawi, Yong Xiang
(2019), Vol. 6, pp. 20-25, International Journal of Advances in Electronics and Computer Science, Orissa, India, C1
Deep gene selection method to select genes from microarray datasets for cancer classification
R Alanni, J Hou, H Azzawi, Y Xiang
(2019), Vol. 20, BMC Bioinformatics, England, C1
Greedily assemble tandem repeats for next generation sequences
Yongqing Jiang, Jinhua Lu, Jingyu Hou, Wanlei Zhou
(2019), Vol. 15, pp. 1-11, International journal of high performance computing and networking, [London, Eng.], C1
New gene selection method using gene expression programing approach on microarray data sets
R Alanni, J Hou, H Azzawi, Y Xiang
(2019), Vol. 791, pp. 17-31, ICIS 2018 : Proceedings of the 17th IEEE/ACIS International Conference on Computer and Information Science, Singapore, E1
Hasseeb Azzawi, Jingyu Hou, R Al-Anni, Yong Xiang
(2019), Vol. 11407, pp. 279-293, MLN 2018 : Proceedings of the 1st International Conference on Machine Learning for Networking 2018, Paris, France, E1
Improving recommender systems accuracy in social networks using popularity
K Majbouri Yazdi, A Yazdi, S Khodayi, J Hou, W Zhou, S Saedy, M Rostami
(2019), pp. 304-310, PDCAT 2019 : Proceedings of the 2019 20th International Conference on Parallel and Distributed Computing, Applications and Technologies, Gold Coast, Qld., E1
Q Jiang, X Jin, J Hou, S Lee, S Yao
(2018), Vol. 18, pp. 2494-2505, IEEE sensors journal, Piscataway, N.J., C1
A lightweight scheme for multi-focus image fusion
X Jin, J Hou, R Nie, S Yao, D Zhou, Q Jiang, K He
(2018), Vol. 77, pp. 23501-23527, Multimedia tools and applications, New York, N.Y., C1
Xin Jin, Gao Chen, J Hou, Qian Jiang, Dongming Zhou, Shaowen Yao
(2018), Vol. 153, pp. 379-395, Signal processing, Amsterdam, The Netherlands, C1
Hasseeb Azzawi, J Hou, Russul Al-Anni, Yong Xiang
(2018), pp. 1-6, ICIS 2018 : Proceedings of the 17th IEEE/ACIS International Conference on Computer and Information Science, Singapore, E1
Adel Yazdi, Saeid Khodayi, J Hou, Wanlei Zhou, Saeed Saedy, K Majbouri Yazdi
(2018), Vol. 11342, pp. 381-391, SpaCCS 2018: Proceedings of the 11th International Conference on Security, Privacy, and Anonymity in Computation, Communication, and Storage, Melbourne, Victoria, E1
New approaches of protein function prediction from protein interaction networks
J Hou
(2017), London, Eng., A1
Prediction of NSCLC recurrence from microarray data with GEP
R Al-Anni, J Hou, R Abdu-aljabar, Y Xiang
(2017), Vol. 11, pp. 77-85, IET Systems Biology, England, C1
TRA: Tandem repeat assembler for next generation sequences
Y Jiang, J Lu, J Hou, W Zhou
(2017), pp. 1-6, ACSW '17 Proceedings of the Australasian Computer Science Week Multiconference, Geelong, Victoria, E1
A stateful multicast key distribution protocol based on identity-based encryption
Y Wu, J Liu, J Hou, S Yao
(2017), pp. 19-24, ICIS 2016 : Proceedings of the 16th IEEE/ACIS International Conference on Computer and Information Science, Wuhan, China, E1
Multiclass lung cancer diagnosis by gene expression programming and microarray datasets
H Azzawi, J Hou, R Al-anni, Y Xiang, R Abdu-Aljabar, A Azzawi
(2017), Vol. 10604, pp. 541-553, ADMA 2017 : Proceedings of the Advanced Data Mining and Applications International Conference, Singapore, E1
Lung cancer prediction from microarray data by gene expression programming
H Azzawi, J Hou, Y Xiang, R Alanni
(2016), Vol. 10, pp. 168-178, IET systems biology, Hertfordshire, Eng., C1
D Wang, J Hou
(2015), Vol. 13, pp. 1-22, Journal of bioinformatics and computational biology, London, Eng., C1
Select cluster features for better layered protein function prediction
W Zhu, J Hou, Y-P Chen
(2014), Vol. 9, pp. 306-314, Current bioinformatics, Bussum, The Netherlands, C1
Breast cancer prognosis risk estimation using integrated gene expression and clinical data
A Saini, J Hou, W Zhou
(2014), Vol. 2014, pp. 1-15, BioMed research international, United States, C1
RRHGE: a novel approach to classify the estrogen receptor based breast cancer subtypes
A Saini, J Hou, W Zhou
(2014), Vol. 2014, pp. 1-13, ScientificWorldJournal, New York, N. Y., C1
IPA: Integrated predictive gene signature from gene expression based breast cancer patient samples
A Saini, J Hou, W Zhou
(2014), pp. 13-30, Biotech 2014 : Innovative Approach in Stem Cell Research, Cancer Biology and Applied Biotechnology, New Delhi, India, E1
S Miao, J Hou, W Wang, S Yao
(2014), pp. 22-27, ICSP2014: Proceedings of 2014 IEEE 12th International Conference on Signal Processing, HangZhou, CHINA, E1
Dynamically predicting protein functions from semantic associations of proteins
J Hou, W Zhu, Y Chen
(2013), Vol. 2, pp. 175-183, Network modeling analysis in health informatics and bioinformatics, Berlin, Germany, C1
Dynamically searching for a domain for protein function prediction
J Hou, Y Jiang
(2013), Vol. 11, pp. 1-20, Journal of bioinformatics and computational biology, London, England, C1
Hub-based reliable gene expression algorithm to classify ER+ and ER- breast cancer subtypes
A Saini, J Hou, W Zhou
(2013), Vol. 3, pp. 20-26, International journal of bioscience, biochemistry and bioinformatics, Singapore, C1
Progressive clustering based method for protein function prediction
A Saini, J Hou
(2013), Vol. 75, pp. 331-350, Bulletin of mathematical biology, Berlin, Germany, C1
Semantically assessing the reliability of protein interactions
J Hou, A Saini
(2013), Vol. 245, pp. 226-234, Mathematical biosciences, Amsterdam, The Netherlands, C1
Semantically predicting protein functions based on protein functional connectivity
W Zhu, J Hou, Y Chen
(2013), Vol. 44, pp. 9-14, Computational biology and chemistry, Amsterdam, The Netherlands, C1
Iteratively predict protein functions from protein-protein interactions
X Chi, J Hou
(2012), pp. 771-778, Information technology and agricultural engineering, Berlin, Germany, B1-1
Exploiting multi-layered information to iteratively predict protein functions
W Zhu, J Hou, Y Chen
(2012), Vol. 236, pp. 108-116, Mathematical biosciences, Philadelphia, Pa., C1
Predicting protein functions from PPI networks using functional aggregation
J Hou, X Chi
(2012), Vol. 240, pp. 63-69, Mathematical biosciences, Philadelphia, Pa., C1
An iterative approach of protein function prediction
X Chi, J Hou
(2011), Vol. 12, pp. 1-9, BMC bioinformatics, London, England, C1
Spectral shape descriptor using spherical harmonics
A Sajjanhar, G Lu, D Zhang, J Hou, W Zhou, Y Chen
(2010), Vol. 17, pp. 167-173, Integrated computer-aided engineering, Netherlands, C1
Semantic and layered protein function prediction from PPI networks
W Zhu, J Hou, Y Chen
(2010), Vol. 267, pp. 129-136, Journal of theoretical biology, London, England, C1
A neural network based human identification framework using ear images
M Alaraj, J Hou, T Fukami
(2010), pp. 1595-1600, TENCON 2010 : Proceedings of the 2010 IEEE Region 10 Conference, Fukuoka, Japan, E1
Spherical harmonics and distance transform for image representation and retrieval
A Sajjanhar, G Lu, D Zhang, J Hou, Y Chen
(2009), Vol. 5788, pp. 309-316, Lecture notes in computer science, Berlin, Germany, C1
Data pre-processing for more effective gene clustering
J Hou, Y Chen
(2009), pp. 710-713, Proceedings of the 2nd International Joint Conference on Computational Sciences and Optimization, CSO 2009, Sanya, Hainan, China, E1
A matrix-based model for web page community construction and more
J Hou
(2007), Vol. 18, pp. 217-238, Informatica, Amsterdam, The Netherlands, C1
An effective non-parametric method for globally clustering genes from expression profiles
J Hou, W Shi, G Li, W Zhou
(2007), Vol. 45, pp. 1175-1185, Medical and biological engineering and computing, Berlin, Germany, C1
A conceptual matrix model for biological data processing
J Hou, W Zhou
(2007), pp. 559-564, 2007 Inaugural IEEE International Conference on Digital Ecosystems and Technologies 21-23 February 2007, Cairns, Australia, E1
Matrix model for web page community construction
J Hou, J Cao
(2005), Vol. 1, pp. 21-30, International journal of science and research, Melbourne, Vic., C1
Matrix model for web page community
J Hou, A Sajjanhar
(2005), pp. 132-137, Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce and e-Service, Hong Kong, China, E1
Algorithm for web services matching
A Sajjanhar, A Sajjanhar, J Hou, J Hou, Y Zhang, Y Zhang
(2004), Vol. 3007, pp. 665-670, Lecture notes in computer science, Berlin, Germany, C1
Mining more gold from web page hyperlinks
J Hou, J Cao
(2004), pp. 283-292, Sixth International Conference on Information Integration and Web-based Applications and Services, Jakarta, Indonesia, E1
Effectively finding relevant web pages from linkage information
J Hou, Y Zhang
(2003), Vol. 15, pp. 940-951, IEEE transactions on knowledge and data engineering, New York, N.Y., C1
Web page clustering : a hyperlink-based similarity and matrix-based hierarchical algorithms
J Hou, Y Zhang, J Cao
(2003), pp. 201-212, APWeb 2003 : web technologies and applications : 5th Asia-Pacific Web Conference proceedings, Xi'an, Shaanxi Sheng, China, E1
Utilizing hyperlink transitivity to improve web page clustering
J Hou, Y Zhang
(2003), pp. 49-57, Database technologies 2003 : proceedings of the fourteenth Australasian Database Conference, Adelaide, S. Aust., E1
A matrix approach for hierarchical web page clustering based in hyperlinks
J Hou, Y Zhang
(2002), pp. 207-216, WISE 2002 : Proceedings of the 3rd International Conference on Web Information Systems Engineering Workshops 2002, Singapore, E1-1
Object-oriented representation for XML data
J Hou, Y Zhang, Y Kambayashi
(2001), pp. 40-49, CODAS 2001 : Proceedings of the 3rd International Symposium on Cooperative Database Systems for Advanced Applications, Beijing, China, E1-1
Visual support for text information retrieval based on matrix's singular value decomposition
J Hou, Y Zhang, J Cao, W Lai
(2000), Vol. 1, pp. 344-351, Proceedings of the 1st International Conference on Web Information Systems Engineering, WISE 2000, Hong Kong, China, E1-1
Funded Projects at Deakin
No Funded Projects at Deakin found
Supervisions
Jianghua Liu
Thesis entitled: Enhancing Privacy and Security in Dissemination of Authenticated Data
Doctor of Philosophy (Information Technology), School of Information Technology
Russul Dh. Abdul Jabar Al-Anni
Thesis entitled: Cancer Prognosis Based on Knowledge Discovery from Clinic and Biological Data Sets
Doctor of Philosophy (Information Technology), School of Information Technology
Hasseeb Dawood Injas Azzawi
Thesis entitled: Computational Models and Approaches for Lung Cancer Diagnosis
Doctor of Philosophy (Information Technology), School of Information Technology
Mengmeng Yang
Thesis entitled: Improving Privacy Preserving in Modern Applications
Doctor of Philosophy (Information Technology), School of Information Technology
Derek Wang
Thesis entitled: Protein Function Prediction based on Protein : Protein Interaction Networks
Master of Science (Information Technology), School of Information Technology
Chiranjibi Sitaula
Thesis entitled: Developing New Image Features for Scene Image Classification
Doctor of Philosophy (Information Technology), School of Information Technology
Yongqing Jiang
Thesis entitled: Repetitive DNA sequence assembly
Doctor of Philosophy (Information Technology), School of Information Technology
Ashish Saini
Thesis entitled: A new innovative approach for cancer classification by computational analysis
Doctor of Philosophy (Information Technology), School of Information Technology
Ling Zhuang
Thesis entitled: Reducing Performance Bias by Intrinsically Insensitive Learning for Unbalanced Text Mining
Doctor of Philosophy (Information Technology), School of Information Technology