Defu Zhang

发表

A two-stage intelligent search algorithm for the two-dimensional strip packing problem

Kwang Mong Sim, Stephen C. H. Leung, Defu Zhang, 2011, Eur. J. Oper. Res..

A Meta-heuristic Algorithm for the Strip Rectangular Packing Problem

Defu Zhang, Shengda Chen, Yanjuan Liu, 2005, ICNC.

Complex graph convolutional network for link prediction in knowledge graphs

Junde Chen, Adnan Zeb, A. Haq, 2022, Expert Syst. Appl..

Combining Multiple Feature-Ranking Techniques and Clustering of Variables for Feature Selection

Defu Zhang, He Peng, Sami Ur Rahman, 2019, IEEE Access.

Automatic identification of commodity label images using lightweight attention network

Junde Chen, Shuangyuan Yang, Defu Zhang, 2021, Neural Computing and Applications.

Crop pest recognition using attention-embedded lightweight network under field conditions

Y. A. Nanehkaran, De-fu Zhang, Weirong Chen, 2021, Applied Entomology and Zoology.

Identification of plant disease images via a squeeze-and-excitation MobileNet model and twice transfer learning

Yaser Ahangari Nanehkaran, Junde Chen, Defu Zhang, 2020, IET Image Process..

Identifying plant diseases using deep transfer learning and enhanced lightweight network

Defu Zhang, Junde Chen, Y. A. Nanehkaran, 2020, Multimedia Tools and Applications.

Detection of rice plant diseases based on deep transfer learning.

Defu Zhang, Junde Chen, Y A Nanehkaran, 2020, Journal of the science of food and agriculture.

Neural embedding collaborative filtering for recommender systems

Defu Zhang, Lvqing Bi, Tianlin Huang, 2020, Neural Computing and Applications.

Feature grouping and selection: A graph-based approach

Qiang Shen, Ling Zheng, Neil MacParthalain, 2021, Inf. Sci..

A Common Topic Transfer Learning Model for Crossing City POI Recommendations

Zhiguo Gong, Defu Zhang, Dichao Li, 2019, IEEE Transactions on Cybernetics.

An efficient algorithm for frequent itemsets in data mining

Stephen C. H. Leung, Defu Zhang, Jiemin Zheng, 2010, 2010 7th International Conference on Service Systems and Service Management.

A New Algorithm for Frequent Itemsets Mining Based on Apriori and FP-Tree

Defu Zhang, Bo Wu, Qihua Lan, 2009, 2009 WRI Global Congress on Intelligent Systems.

An Efficient Frequent Patterns Mining Algorithm Based on Apriori Algorithm and the FP-Tree Structure

Bo Wu, Defu Zhang, Jiemin Zheng, 2008, 2008 Third International Conference on Convergence and Hybrid Information Technology.

Identifying crop diseases using attention embedded MobileNet-V2 model

De-fu Zhang, Junde Chen, Adnan Zeb, 2021, Appl. Soft Comput..

A cognitive vision method for the detection of plant disease images

Defu Zhang, Junde Chen, Jinxiu Chen, 2021, Mach. Vis. Appl..

Attention embedded lightweight network for maize disease recognition

Y. A. Nanehkaran, De-fu Zhang, Junde Chen, 2020 .

Using deep transfer learning for image-based plant disease identification

Yaser Ahangari Nanehkaran, Junde Chen, Jinxiu Chen, 2020, Comput. Electron. Agric..

A decision-making framework for precision marketing

Tao Li, Xiangxiang Zeng, Stephen C. H. Leung, 2015, Expert Syst. Appl..

Neural Embedding Singular Value Decomposition for Collaborative Filtering

De-fu Zhang, Rujie Zhao, Lvqing Bi, 2021, IEEE Transactions on Neural Networks and Learning Systems.

Lightweight Inception Networks for the Recognition and Detection of Rice Plant Diseases

De-fu Zhang, Shuangyuan Yang, Junde Chen, 2022, IEEE Sensors Journal.

Task clustering and scheduling to multiprocessors with duplication

Guodong Li, Daoxu Chen, Defu Zhang, 2003, Proceedings International Parallel and Distributed Processing Symposium.

Stacking ensemble model of deep learning for plant disease recognition

Y. A. Nanehkaran, De-fu Zhang, Junde Chen, 2022, Journal of Ambient Intelligence and Humanized Computing.

A Hybrid Credit Scoring Model Based on Genetic Programming and Support Vector Machines

Mhand Hifi, Defu Zhang, Qingshan Chen, 2008, 2008 Fourth International Conference on Natural Computation.

Building Behavior Scoring Model Using Genetic Algorithm and Support Vector Machines

Lijun Wei, Defu Zhang, Qingshan Chen, 2007, International Conference on Computational Science.

Composing recipes based on nutrients in food in a machine learning context

Derek Abbott, Zhenfeng Lei, Defu Zhang, 2020, Neurocomputing.

A fast layer-based heuristic for non-guillotine strip packing

Stephen C. H. Leung, Defu Zhang, S. Leung, 2011, Expert Syst. Appl..

A hybrid simulated annealing metaheuristic algorithm for the two-dimensional knapsack packing problem

Stephen C. H. Leung, Tao Wu, Changle Zhou, 2012, Comput. Oper. Res..

A hybrid algorithm for a vehicle routing problem with realistic constraints

Trung Thanh Nguyen, Defu Zhang, Furong Ye, 2017, Inf. Sci..

A new fuzzy time series forecasting model combined with ant colony optimization and auto-regression

Stephen C. H. Leung, Defu Zhang, Wei Zheng, 2015, Knowl. Based Syst..

A Petri Nets based Generic Genetic Algorithm framework for resource optimization in business processes

Marlon Dumas, Defu Zhang, Yain-Whar Si, 2018, Simul. Model. Pract. Theory.

Learning hyperbolic attention-based embeddings for link prediction in knowledge graphs

Junde Chen, Zhenfeng Lei, Defu Zhang, 2021, Knowl. Based Syst..

Identification of rice plant diseases using lightweight attention networks

Yaser Ahangari Nanehkaran, Junde Chen, Defu Zhang, 2021, Expert Syst. Appl..

MOEA/HD: A Multiobjective Evolutionary Algorithm Based on Hierarchical Decomposition

Xiangxiang Zeng, Hang Xu, Wenhua Zeng, 2019, IEEE Transactions on Cybernetics.

Mobile convolution neural network for the recognition of potato leaf disease images

De-fu Zhang, Shuangyuan Yang, Weirong Chen, 2022, Multimedia Tools and Applications.

A self-adaptive classification method for plant disease detection using GMDH-Logistic model

Junde Chen, Defu Zhang, Hua-Yi Yin, 2020, Sustain. Comput. Informatics Syst..

Recognition of plant leaf diseases based on computer vision

Yuan Tian, Najla Al-Nabhan, Yaser Ahangari Nanehkaran, 2020, Journal of Ambient Intelligence and Humanized Computing.

Forecasting daily stock trend using multi-filter feature selection and deep learning

Defu Zhang, Zhenfeng Lei, Anwar Ul Haq, 2021, Expert Syst. Appl..

Intelligent monitoring method of water quality based on image processing and RVFL-GMDH model

Y. A. Nanehkaran, De-fu Zhang, Shuangyuan Yang, 2020, IET Image Process..

A simulated annealing algorithm for the capacitated vehicle routing problem with two-dimensional loading constraints

Zhenzhen Zhang, Lijun Wei, Stephen C. H. Leung, 2018, Eur. J. Oper. Res..

A variable neighborhood search for the capacitated vehicle routing problem with two-dimensional loading constraints

Andrew Lim, Zhenzhen Zhang, Defu Zhang, 2015, Eur. J. Oper. Res..

Simulated annealing for the vehicle routing problem with two-dimensional loading constraints

Stephen C. H. Leung, Defu Zhang, Jiemin Zheng, 2010 .

A novel forecasting method based on multi-order fuzzy time series and technical analysis

Hamido Fujita, Zhiguo Gong, Defu Zhang, 2016, Inf. Sci..

Modified differential evolution algorithm using a new diversity maintenance strategy for multi-objective optimization problems

Wenhua Zeng, De-fu Zhang, Yain-Whar Si, 2015, Applied Intelligence.

Extended guided tabu search and a new packing algorithm for the two-dimensional loading vehicle routing problem

Stephen C. H. Leung, Defu Zhang, Jiemin Zheng, 2011, Comput. Oper. Res..

Towards decomposition based multi-objective workflow scheduling for big data processing in clouds

Wei Zheng, Defu Zhang, Emmanuel Bugingo, 2020, Clust. Comput..

MuRCL: Multi-Instance Reinforcement Contrastive Learning for Whole Slide Image Classification

De-fu Zhang, Lequan Yu, Liansheng Wang, 2022, IEEE Transactions on Medical Imaging.

Stock Index Trend Analysis Based on Signal Decomposition

Weifeng Li, Defu Zhang, Liming Zhang, 2014, IEICE Trans. Inf. Syst..

A New Local Search-Based Multiobjective Optimization Algorithm

Wenhua Zeng, Yangbin Lin, Bili Chen, 2015, IEEE Transactions on Evolutionary Computation.

A novel data-driven robust framework based on machine learning and knowledge graph for disease classification

Md. Saiful Islam, Yuan Sun, Zhenfeng Lei, 2020, Future Gener. Comput. Syst..

Multiscale Attention Networks for Pavement Defect Detection

Y. A. Nanehkaran, Junde Chen, Yuxin Wen, 2023, IEEE Transactions on Instrumentation and Measurement.

A component overlapping attribute clustering (COAC) algorithm for single-cell RNA sequencing data analysis and potential pathobiological implications

Xiangxiang Zeng, Ruth Nussinov, Yadi Zhou, 2019, PLoS Comput. Biol..

Analysis and comparison of machine learning classifiers and deep neural networks techniques for recognition of Farsi handwritten digits

Najla Al-Nabhan, Defu Zhang, Junde Chen, 2020, The Journal of Supercomputing.

Learning knowledge graph embeddings by deep relational roto-reflection

De-fu Zhang, Junde Chen, Adnan Zeb, 2022, Knowl. Based Syst..

KGEL: A novel end-to-end embedding learning framework for knowledge graph completion

Zhiguo Gong, Defu Zhang, Junde Chen, 2020, Expert Syst. Appl..

On solutions and representations of spiking neural P systems with rules on synapses

Xiangrong Liu, Xiangxiang Zeng, Defu Zhang, 2019, Inf. Sci..

Multi-scale U-like network with attention mechanism for automatic pancreas segmentation

De-fu Zhang, Yingjing Yan, Yingjing Yan, 2021, PloS one.

Vertical bagging decision trees model for credit scoring

Stephen C. H. Leung, Defu Zhang, Jiemin Zheng, 2010, Expert Syst. Appl..

Breeding Value Estimate Based on Support Vector Machine

Yaguang Hu, Defu Zhang, Shibao Hong, 2012, 2012 Fifth International Symposium on Computational Intelligence and Design.

MS-DNet: A mobile neural network for plant disease identification

De-fu Zhang, Junde Chen, Rui Duan, 2022, Comput. Electron. Agric..

Text Categorization via Attribute Distance Weighted k-Nearest Neighbor Classification

Defu Zhang, Herman Wandabwa, Korir Sammy, 2016, 2016 International Conference on Information Technology (ICIT).

Research of power load prediction based on boost clustering

Yaser Ahangari Nanehkaran, Junde Chen, Defu Zhang, 2021, Soft Computing.

A Binary Search Heuristic Algorithm Based on Randomized Local Search for the Rectangular Strip-Packing Problem

Lijun Wei, Stephen C. H. Leung, Defu Zhang, 2013, INFORMS J. Comput..

A least wasted first heuristic algorithm for the rectangular packing problem

Lijun Wei, Defu Zhang, Qingshan Chen, 2009, Comput. Oper. Res..

An Improved Heuristic Recursive Strategy Based on Genetic Algorithm for the Strip Rectangular Packing Problem

De-fu Zhang, Shengda Chen, Yanjuan Liu, 2007 .

Neural embedding collaborative filtering for recommender systems

Lvqing Bi, Tianlin Huang, Defu Zhang, 2020, Neural Computing and Applications.

A clique-based algorithm for constructing feasible timetables

Francis Y. L. Chin, Defu Zhang, Yongkai Liu, 2011, Optim. Methods Softw..

Learning Markov Blanket Bayesian Network for Big Data in MapReduce

Defu Zhang, Liming Zhang, Yuxin Che, 2016, 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI).

A New Credit Scoring Method Based on Rough Sets and Decision Tree

Yi Jiang, Defu Zhang, XiYue Zhou, 2008, PAKDD.

A Hybrid Heuristic Algorithm for the Rectangular Packing Problem

Ansheng Deng, Yan Kang, Defu Zhang, 2005, International Conference on Computational Science.

A hybrid swarm algorithm based on ABC and AIS for 2L-HFCVRP

Defu Zhang, Furong Ye, Yain-Whar Si, 2018, Appl. Soft Comput..

A Decision Tree Scoring Model Based on Genetic Algorithm and K-Means Algorithm

Defu Zhang, S.C.H. Leung, Zhimei Ye, 2008, 2008 Third International Conference on Convergence and Hybrid Information Technology.

Cost optimization heuristics for deadline constrained workflow scheduling on clouds and their comparative evaluation

Defu Zhang, Juntao Wang, Yingsheng Qin, 2018, Concurr. Comput. Pract. Exp..

A novel mixed integer programming formulation and progressively stochastic search for capacitated lot sizing

Tao Wu, Defu Zhang, Yan He, 2011 .

Discrete differential evolutionary algorithm for job-shop scheduling problem with minimizing total weighted tardiness

Stephen C. H. Leung, Defu Zhang, Furong Ye, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Zhenfeng Lei, Defu Zhang, Anwar Ul Haq, 2021, Expert Syst. Appl..

A New Hybrid Convolutional Neural Network and eXtreme Gradient Boosting Classifier for Recognizing Handwritten Ethiopian Characters

Defu Zhang, Anwar Ul Haq, Han Liu, 2020, IEEE Access.

Extended local search algorithm based on nonlinear programming for two-dimensional irregular strip packing problem

Stephen C. H. Leung, Defu Zhang, Yangbin Lin, 2012, Comput. Oper. Res..

A Novel Stock Forecasting Model based on Fuzzy Time Series and Genetic Algorithm

Bo Wu, Stephen C. H. Leung, Defu Zhang, 2013, ICCS.

A new heuristic recursive algorithm for the strip rectangular packing problem

Ansheng Deng, Yan Kang, Defu Zhang, 2006, Comput. Oper. Res..

A priority heuristic for the guillotine rectangular packing problem

Leyuan Shi, Stephen C. H. Leung, Tao Wu, 2016, Inf. Process. Lett..

Evolutionary Computation with Multi-variates Hybrid Multi-order Fuzzy Time Series for Stock Forecasting

Defu Zhang, Yain-Whar Si, Shanhong Wan, 2014, 2014 IEEE 17th International Conference on Computational Science and Engineering.