Defu Zhang

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 89

Top Venues

Publications

Adnan Zeb, Summaya Saif, Junde Chen, James Jianqiao Yu, Qingshan Jiang, Defu Zhang
CoPE: Composition-based Poincaré embeddings for link prediction in knowledge graphs. Inf. Sci. 662 (2024)
Zhen-Pei Shan, Defu Zhang, Yunqi Lei
Graph contrastive learning with cross-encoder for community discovery. Appl. Intell. 54 (2) (2024)
He Peng, Defu Zhang
CFGM: An algorithm for closed frequent graph patterns mining. Inf. Sci. 625 (2023)
Junde Chen, Yuxin Wen, Yaser Ahangari Nanehkaran, Defu Zhang, Adnan Zeb
Multiscale Attention Networks for Pavement Defect Detection. IEEE Trans. Instrum. Meas. 72 (2023)
Yunfeng Li, Zongxuan Li, Tiancong Wang, Shuping Tao, Defu Zhang, Shuhui Ren, Bin Ma, Changhao Zhang
Research on the Design and Alignment Method of the Optic-Mechanical System of an Ultra-Compact Fully Freeform Space Camera. Sensors 23 (23) (2023)
Zhonghang Zhu, Lequan Yu, Wei Wu, Rongshan Yu, Defu Zhang, Liansheng Wang
MuRCL: Multi-Instance Reinforcement Contrastive Learning for Whole Slide Image Classification. IEEE Trans. Medical Imaging 42 (5) (2023)
Quanqing Que, Fang Yang, Defu Zhang
Solving 3D packing problem using Transformer network and reinforcement learning. Expert Syst. Appl. 214 (2023)
Junde Chen, Adnan Zeb, Yaser Ahangari Nanehkaran, Defu Zhang
Stacking ensemble model of deep learning for plant disease recognition. J. Ambient Intell. Humaniz. Comput. 14 (9) (2023)
Zhonghang Zhu, Qichang Chen, Lequan Yu, Lianxin Wang, Defu Zhang, Baptiste Magnier, Liansheng Wang
Cross-View Deformable Transformer for Non-displaced Hip Fracture Classification from Frontal-Lateral X-Ray Pair. MICCAI (6) (2023)
Junde Chen, Yuxin Wen, Yaser Ahangari Nanehkaran, Md Suzauddola, Weirong Chen, Defu Zhang
Machine learning techniques for stock price prediction and graphic signal recognition. Eng. Appl. Artif. Intell. 121 (2023)
Junde Chen, Xiaofang Deng, Yuxin Wen, Weirong Chen, Adnan Zeb, Defu Zhang
Weakly-supervised learning method for the recognition of potato leaf diseases. Artif. Intell. Rev. 56 (8) (2023)
Junde Chen, Adnan Zeb, Yuandong Sun, Defu Zhang
A power line loss analysis method based on boost clustering. J. Supercomput. 79 (3) (2023)
Zhonghang Zhu, Liansheng Wang, Baptiste Magnier, Lei Zhu, Defu Zhang, Lequan Yu
Reinforcement Learning Driven Intra-modal and Inter-modal Representation Learning for 3D Medical Image Classification. MICCAI (3) (2022)
Zhengdi Wang, Lvqing Yang, Zhenfeng Lei, Anwar Ul Haq, Defu Zhang, Shuangyuan Yang, Akindipe Olusegun Francis
An entity-weights-based convolutional neural network for large-sale complex knowledge embedding. Pattern Recognit. 131 (2022)
Tianlin Huang, Rujie Zhao, Lvqing Bi, Defu Zhang, Chao Lu
Neural Embedding Singular Value Decomposition for Collaborative Filtering. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Weirong Chen, Junde Chen, Rui Duan, Yang Fang, Quansheng Ruan, Defu Zhang
MS-DNet: A mobile neural network for plant disease identification. Comput. Electron. Agric. 199 (2022)
Adnan Zeb, Summaya Saif, Junde Chen, Defu Zhang
Learning knowledge graph embeddings by deep relational roto-reflection. Knowl. Based Syst. 252 (2022)
Junde Chen, Weirong Chen, Adan Zeb, Defu Zhang
Segmentation of medical images using an attention embedded lightweight network. Eng. Appl. Artif. Intell. 116 (2022)
Weirong Chen, Junde Chen, Adnan Zeb, Shuangyuan Yang, Defu Zhang
Mobile convolution neural network for the recognition of potato leaf disease images. Multim. Tools Appl. 81 (15) (2022)
Emmanuel Bugingo, Wei Zheng, Zhenfeng Lei, Defu Zhang, Sebakara Samuel Rene Adolphe, Dongzhan Zhang
Deadline-constrained cost-energy aware workflow scheduling in cloud. Concurr. Comput. Pract. Exp. 34 (6) (2022)
Emmanuel Bugingo, Wei Zheng, Defu Zhang
Comparative evaluation of task priorities for processing and bandwidth capacities-based workflow scheduling for cloud environment. J. Supercomput. 78 (3) (2022)
Adnan Zeb, Summaya Saif, Junde Chen, Anwar Ul Haq, Zhiguo Gong, Defu Zhang
Complex graph convolutional network for link prediction in knowledge graphs. Expert Syst. Appl. 200 (2022)
Ling Zheng, Fei Chao, Neil Mac Parthaláin, Defu Zhang, Qiang Shen
Feature grouping and selection: A graph-based approach. Inf. Sci. 546 (2021)
Junde Chen, Jinxiu Chen, Defu Zhang, Yaser Ahangari Nanehkaran, Yuandong Sun
A cognitive vision method for the detection of plant disease images. Mach. Vis. Appl. 32 (1) (2021)
Junde Chen, Defu Zhang, Adnan Zeb, Yaser Ahangari Nanehkaran
Identification of rice plant diseases using lightweight attention networks. Expert Syst. Appl. 169 (2021)
Junde Chen, Shuangyuan Yang, Defu Zhang, Yaser Ahangari Nanehkaran
A turning point prediction method of stock price based on RVFL-GMDH and chaotic time series analysis. Knowl. Inf. Syst. 63 (10) (2021)
Adnan Zeb, Anwar Ul Haq, Defu Zhang, Junde Chen, Zhiguo Gong
KGEL: A novel end-to-end embedding learning framework for knowledge graph completion. Expert Syst. Appl. 167 (2021)
Junde Chen, Defu Zhang, Md Suzauddola, Adnan Zeb
Identifying crop diseases using attention embedded MobileNet-V2 model. Appl. Soft Comput. 113 (Part) (2021)
Emmanuel Bugingo, Defu Zhang, Zhaobin Chen, Wei Zheng
Towards decomposition based multi-objective workflow scheduling for big data processing in clouds. Clust. Comput. 24 (1) (2021)
Defu Zhang, Kechen Song, Qi Wang, Yu He, Xin Wen, Yunhui Yan
Two Deep Learning Networks for Rail Surface Defect Inspection of Limited Samples With Line-Level Label. IEEE Trans. Ind. Informatics 17 (10) (2021)
Tianlin Huang, Lvqing Bi, Ning Wang, Defu Zhang
AutoFM: an efficient factorization machine model via probabilistic auto-encoders. Neural Comput. Appl. 33 (15) (2021)
Junde Chen, Adnan Zeb, Shuangyuan Yang, Defu Zhang, Yaser Ahangari Nanehkaran
Automatic identification of commodity label images using lightweight attention network. Neural Comput. Appl. 33 (21) (2021)
Defu Zhang, Kechen Song, Jing Xu, Yu He, Menghui Niu, Yunhui Yan
MCnet: Multiple Context Information Segmentation Network of No-Service Rail Surface Defects. IEEE Trans. Instrum. Meas. 70 (2021)
Junde Chen, Defu Zhang, Md Suzauddola, Yaser Ahangari Nanehkaran, Yuandong Sun
Identification of plant disease images via a squeeze-and-excitation MobileNet model and twice transfer learning. IET Image Process. 15 (5) (2021)
Jing Xu, Kechen Song, Defu Zhang, Hongwen Dong, Yunhui Yan, Qinggang Meng
Informed Anytime Fast Marching Tree for Asymptotically Optimal Motion Planning. IEEE Trans. Ind. Electron. 68 (6) (2021)
Lingwei Chen, Ronghua Luo, Defu Zhang
Compare Network with Task-dependent Embeddings for Few-shot Learning. IJCNN (2021)
Yaser Ahangari Nanehkaran, Defu Zhang, Soheil Salimi, Junde Chen, Yuan Tian, Najla Al-Nabhan
Analysis and comparison of machine learning classifiers and deep neural networks techniques for recognition of Farsi handwritten digits. J. Supercomput. 77 (4) (2021)
Junde Chen, Defu Zhang, Yaser Ahangari Nanehkaran
Research of power load prediction based on boost clustering. Soft Comput. 25 (8) (2021)
Anwar Ul Haq, Adnan Zeb, Zhenfeng Lei, Defu Zhang
Forecasting daily stock trend using multi-filter feature selection and deep learning. Expert Syst. Appl. 168 (2021)
Zhenfeng Lei, Anwar Ul Haq, Adnan Zeb, Md Suzauddola, Defu Zhang
Is the suggested food your desired?: Multi-modal recipe recommendation with demand-based knowledge graph. Expert Syst. Appl. 186 (2021)
Yaser Ahangari Nanehkaran, Junde Chen, Soheil Salimi, Defu Zhang
A pragmatic convolutional bagging ensemble learning for recognition of Farsi handwritten digits. J. Supercomput. 77 (11) (2021)
Defu Zhang, Ronghua Luo, Xuebin Chen, Lingwei Chen
Pyramid Co-Attention Compare Network for Few-Shot Segmentation. IEEE Access 9 (2021)
Adnan Zeb, Anwar Ul Haq, Junde Chen, Zhenfeng Lei, Defu Zhang
Learning hyperbolic attention-based embeddings for link prediction in knowledge graphs. Knowl. Based Syst. 229 (2021)
Junde Chen, Jinxiu Chen, Defu Zhang, Yuandong Sun, Yaser Ahangari Nanehkaran
Using deep transfer learning for image-based plant disease identification. Comput. Electron. Agric. 173 (2020)
Zhenfeng Lei, Anwar Ul Haq, Mohsen Dorraki, Defu Zhang, Derek Abbott
Composing recipes based on nutrients in food in a machine learning context. Neurocomputing 415 (2020)
Tianlin Huang, Defu Zhang, Lvqing Bi
Neural embedding collaborative filtering for recommender systems. Neural Comput. Appl. 32 (22) (2020)
Emmanuel Bugingo, Defu Zhang, Wei Zheng
Constrained Energy-Cost-Aware Workflow Scheduling for Cloud Environment. CLOUD (2020)
Zhonghang Zhu, Xin Ding, Defu Zhang, Liansheng Wang
Weakly-Supervised Balanced Attention Network for Gastric Pathology Image Localization and Classification. ISBI (2020)
Junde Chen, Defu Zhang, Yaser Ahangari Nanehkaran
Identifying plant diseases using deep transfer learning and enhanced lightweight network. Multim. Tools Appl. 79 (41-42) (2020)
Zhenfeng Lei, Yuan Sun, Yaser Ahangari Nanehkaran, Shuangyuan Yang, Md. Saiful Islam, Huiqing Lei, Defu Zhang
A novel data-driven robust framework based on machine learning and knowledge graph for disease classification. Future Gener. Comput. Syst. 102 (2020)
Junde Chen, Defu Zhang, Shuangyuan Yang, Yaser Ahangari Nanehkaran
Intelligent monitoring method of water quality based on image processing and RVFL-GMDH model. IET Image Process. 14 (17) (2020)
Junde Chen, Hua-Yi Yin, Defu Zhang
A self-adaptive classification method for plant disease detection using GMDH-Logistic model. Sustain. Comput. Informatics Syst. 28 (2020)
Halefom Tekle Weldegebriel, Han Liu, Anwar Ul Haq, Emmanuel Bugingo, Defu Zhang
A New Hybrid Convolutional Neural Network and eXtreme Gradient Boosting Classifier for Recognizing Handwritten Ethiopian Characters. IEEE Access 8 (2020)
Francis George C. Cabarle, Ren Tristan A. de la Cruz, Dionne Peter P. Cailipan, Defu Zhang, Xiangrong Liu, Xiangxiang Zeng
On solutions and representations of spiking neural P systems with rules on synapses. Inf. Sci. 501 (2019)
Dichao Li, Zhiguo Gong, Defu Zhang
A Common Topic Transfer Learning Model for Crossing City POI Recommendations. IEEE Trans. Cybern. 49 (12) (2019)
Emmanuel Bugingo, Wei Zheng, Defu Zhang, Jinjun Chen
Dynamic Virtual Machine Number Selection for Processing-Capacity Constrained Workflow Scheduling in Cloud Computing Environments. ISPA/BDCloud/SocialCom/SustainCom (2019)
Junde Chen, Defu Zhang, Yaser Ahangari Nanehkaran
An Economic Operation Analysis Method of Transformer Based on Clustering. IEEE Access 7 (2019)
Mengfan Chen, Kai Li, Defu Zhang, Ling Zheng, Xin Fu
Hierarchical Search-Embedded Hybrid Heuristic Algorithm for Two-Dimensional Strip Packing Problem. IEEE Access 7 (2019)
Emmanuel Bugingo, Wei Zheng, Dongzhan Zhang, Yingsheng Qin, Defu Zhang
Decomposition Based Multi-objective Workflow Scheduling for Cloud Environments. CBD (2019)
Junde Chen, Anwar Ul Haq, Defu Zhang
Block-based automatic road defect recognition approach. J. Electronic Imaging 28 (5) (2019)
Anwar Ul Haq, Defu Zhang, He Peng, Sami ur Rahman
Combining Multiple Feature-Ranking Techniques and Clustering of Variables for Feature Selection. IEEE Access 7 (2019)
He Peng, Xiangxiang Zeng, Yadi Zhou, Defu Zhang, Ruth Nussinov, Feixiong Cheng
A component overlapping attribute clustering (COAC) algorithm for single-cell RNA sequencing data analysis and potential pathobiological implications. PLoS Comput. Biol. 15 (2) (2019)
Jiangqing Wu, Ling Zheng, Can Huang, Sifan Cai, Shaorong Feng, Defu Zhang
An Improved Hybrid Heuristic Algorithm for Pickup and Delivery Problem with Three-Dimensional Loading Constraints. ICTAI (2019)
Hang Xu, Wenhua Zeng, Defu Zhang, Xiangxiang Zeng
MOEA/HD: A Multiobjective Evolutionary Algorithm Based on Hierarchical Decomposition. IEEE Trans. Cybern. 49 (2) (2019)
Halefom Tekle Weldegebriel, Jinxiu Chen, Defu Zhang
Deep learning for Ethiopian Ge'ez script optical character recognision. ICACI (2018)
Yi-Ping Cui, Yi Yao, Defu Zhang
Applying triple-block patterns in solving the two-dimensional bin packing problem. J. Oper. Res. Soc. 69 (3) (2018)
Taoyu Ye, Defu Zhang, Zhenfeng Lei, Sifan Cai, Jianzhen Li, Anwar Ul Haq
Design and Implementation of Intelligent Logistics Distribution System for the Real-world Problem. UEMCON (2018)
Lijun Wei, Zhenzhen Zhang, Defu Zhang, Stephen C. H. Leung
A simulated annealing algorithm for the capacitated vehicle routing problem with two-dimensional loading constraints. Eur. J. Oper. Res. 265 (3) (2018)
Defu Zhang, Ruibing Dong, Yain-Whar Si, Furong Ye, Qisen Cai
A hybrid swarm algorithm based on ABC and AIS for 2L-HFCVRP. Appl. Soft Comput. 64 (2018)
Bugingo Emmanuel, Yingsheng Qin, Juntao Wang, Defu Zhang, Wei Zheng
Cost optimization heuristics for deadline constrained workflow scheduling on clouds and their comparative evaluation. Concurr. Comput. Pract. Exp. 30 (20) (2018)
Jingyuan Liu, Yain-Whar Si, Defu Zhang, Ligang Zhou
Trend following in financial time series with multi-objective optimization. Appl. Soft Comput. 66 (2018)
Menghui Niu, Kechen Song, Xin Wen, Defu Zhang, Yunhui Yan
The Line Scan Camera Calibration Based on Space Rings Group. IEEE Access 6 (2018)
Zhenfeng Lei, Defu Zhang, Saba Aslam, Hua-Yi Yin
Apply Feature Expression Based On Food Energy And Als Algorithm To Recipe Concocting. ICMLC (2018)
Zhenfeng Lei, Shuangyuan Yang, Han Liu, Saba Aslam, Jinyu Liu, Halefom Tekle Weldegebriel, Emmanuel Bugingo, Defu Zhang
Mining of Nutritional Ingredients in Food for Disease Analysis. IEEE Access 6 (2018)
Yain-Whar Si, Veng-Ian Chan, Marlon Dumas, Defu Zhang
A Petri Nets based Generic Genetic Algorithm framework for resource optimization in business processes. Simul. Model. Pract. Theory 86 (2018)
Bili Chen, Yangbin Lin, Wenhua Zeng, Hang Xu, Defu Zhang
The mean-variance cardinality constrained portfolio optimization problem using a local search-based multi-objective evolutionary algorithm. Appl. Intell. 47 (2) (2017)
Haoxin Wang, Jingdong Zhong, Defu Zhang, Xinyao Zou
A new classification algorithm for the bank customer credit rating. ICACI (2017)
Defu Zhang, Sifan Cai, Furong Ye, Yain-Whar Si, Trung Thanh Nguyen
A hybrid algorithm for a vehicle routing problem with realistic constraints. Inf. Sci. 394 (2017)
Defu Zhang, Yingdong Ma, Jinxiu Chen
A Study of Distributed MOEA/D Based on Spark Framework. HPCC/SmartCity/DSS (2017)
Ning Xiong, Defu Zhang, Libo Wang
Editorial. Neural Process. Lett. 44 (1) (2016)
Defu Zhang, Leyuan Shi, Stephen C. H. Leung, Tao Wu
A priority heuristic for the guillotine rectangular packing problem. Inf. Process. Lett. 116 (1) (2016)
Yain-Whar Si, Kin-Kuan Hoi, Robert P. Biuk-Aghai, Simon Fong, Defu Zhang
Run-based exception prediction for workflows. J. Syst. Softw. 113 (2016)
Furong Ye, Zhen You, Defu Zhang, Stephen C. H. Leung
Discrete differential evolutionary algorithm for job-shop scheduling problem with minimizing total weighted tardiness. CEC (2016)
Can Huang, Defu Zhang, Yain-Whar Si, Stephen C. H. Leung
Tabu search for the real-world carpooling problem. J. Comb. Optim. 32 (2) (2016)
Hongteng Wu, Adi Lin, Defu Zhang, Carine Pierrette Mukamakuza
A new time-dependent algorithm for post enrolment-based course timetabling problem. ICACI (2016)
Herman Masindano Wandabwa, Defu Zhang, Korir Sammy
Text Categorization via Attribute Distance Weighted k-Nearest Neighbor Classification. ICIT (2016)
Furong Ye, Liming Zhang, Defu Zhang, Hamido Fujita, Zhiguo Gong
A novel forecasting method based on multi-order fuzzy time series and technical analysis. Inf. Sci. (2016)
Defu Zhang, Yuxin Che, Furong Ye, Yain-Whar Si, Stephen C. H. Leung
A hybrid algorithm based on variable neighbourhood for the strip packing problem. J. Comb. Optim. 32 (2) (2016)
Yuxin Che, Shaohui Hong, Defu Zhang, Liming Zhang
Learning Markov Blanket Bayesian Network for Big Data in MapReduce. ICTAI (2016)
Bili Chen, Wenhua Zeng, Yangbin Lin, Defu Zhang
A New Local Search-Based Multiobjective Optimization Algorithm. IEEE Trans. Evol. Comput. 19 (1) (2015)
Lijun Wei, Zhenzhen Zhang, Defu Zhang, Andrew Lim
A variable neighborhood search for the capacitated vehicle routing problem with two-dimensional loading constraints. Eur. J. Oper. Res. 243 (3) (2015)
Qisen Cai, Defu Zhang, Wei Zheng, Stephen C. H. Leung
A new fuzzy time series forecasting model combined with ant colony optimization and auto-regression. Knowl. Based Syst. 74 (2015)
Bili Chen, Yangbin Lin, Wenhua Zeng, Defu Zhang, Yain-Whar Si
Modified differential evolution algorithm using a new diversity maintenance strategy for multi-objective optimization problems. Appl. Intell. 43 (1) (2015)
Zhen You, Yain-Whar Si, Defu Zhang, Xiangxiang Zeng, Stephen C. H. Leung, Tao Li
A decision-making framework for precision marketing. Expert Syst. Appl. 42 (7) (2015)
Xiaofeng Chen, Defu Zhang, Xiangxiang Zeng
A Stable Matching-Based Selection and Memory Enhanced MOEA/D for Evolutionary Dynamic Multiobjective Optimization. ICTAI (2015)
Liming Zhang, Defu Zhang, Weifeng Li
Stock Index Trend Analysis Based on Signal Decomposition. IEICE Trans. Inf. Syst. (8) (2014)
Shanhong Wan, Defu Zhang, Yain-Whar Si
Evolutionary Computation with Multi-variates Hybrid Multi-order Fuzzy Time Series for Stock Forecasting. CSE (2014)
Shaohui Hong, Defu Zhang, Hoong Chuin Lau, Xiangxiang Zeng, Yain-Whar Si
A hybrid heuristic algorithm for the 2D variable-sized bin packing problem. Eur. J. Oper. Res. 238 (1) (2014)
Defu Zhang, Lijun Wei, Stephen C. H. Leung, Qingshan Chen
A Binary Search Heuristic Algorithm Based on Randomized Local Search for the Rectangular Strip-Packing Problem. INFORMS J. Comput. 25 (2) (2013)
Qisen Cai, Defu Zhang, Bo Wu, Stephen C. H. Leung
A Novel Stock Forecasting Model based on Fuzzy Time Series and Genetic Algorithm. ICCS (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Defu Zhang