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De-Fu Zhang
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2020 – today
- 2024
[j102]Zhen-Pei Shan, Defu Zhang
, Yunqi Lei:
Graph contrastive learning with cross-encoder for community discovery. Appl. Intell. 54(2): 2211-2224 (2024)- [j101]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: 120197 (2024) - 2023
- [j100]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): 7985-8002 (2023) - [j99]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: 106038 (2023) - [j98]Quanqing Que, Fang Yang, Defu Zhang:
Solving 3D packing problem using Transformer network and reinforcement learning. Expert Syst. Appl. 214: 119153 (2023) - [j97]He Peng, Defu Zhang:
CFGM: An algorithm for closed frequent graph patterns mining. Inf. Sci. 625: 327-341 (2023) - [j96]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): 12359-12372 (2023) - [j95]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): 9399 (2023) - [j94]Junde Chen, Yuxin Wen, Yaser Ahangari Nanehkaran, Defu Zhang, Adnan Zeb:
Multiscale Attention Networks for Pavement Defect Detection. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j93]Junde Chen, Adnan Zeb, Yuandong Sun, Defu Zhang:
A power line loss analysis method based on boost clustering. J. Supercomput. 79(3): 3210-3226 (2023) - [j92]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): 1337-1348 (2023) - [c37]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: 444-453 - 2022
- [j91]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: 107175 (2022) - [j90]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) - [j89]Junde Chen, Weirong Chen, Adan Zeb, Defu Zhang:
Segmentation of medical images using an attention embedded lightweight network. Eng. Appl. Artif. Intell. 116: 105416 (2022) - [j88]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: 116796 (2022) - [j87]Adnan Zeb, Summaya Saif, Junde Chen, Defu Zhang:
Learning knowledge graph embeddings by deep relational roto-reflection. Knowl. Based Syst. 252: 109451 (2022) - [j86]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): 20797-20816 (2022) - [j85]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: 108841 (2022) - [j84]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): 3814-3842 (2022) - [j83]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): 6021-6029 (2022) - [c36]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: 604-613 - 2021
- [j82]Defu Zhang, Ronghua Luo, Xuebin Chen, Lingwei Chen:
Pyramid Co-Attention Compare Network for Few-Shot Segmentation. IEEE Access 9: 137249-137259 (2021) - [j81]Junde Chen, Defu Zhang, Md Suzauddola, Adnan Zeb:
Identifying crop diseases using attention embedded MobileNet-V2 model. Appl. Soft Comput. 113(Part): 107901 (2021) - [j80]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): 115-139 (2021) - [j79]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: 114164 (2021) - [j78]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: 114444 (2021) - [j77]Junde Chen, Defu Zhang, Adnan Zeb, Yaser Ahangari Nanehkaran:
Identification of rice plant diseases using lightweight attention networks. Expert Syst. Appl. 169: 114514 (2021) - [j76]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: 115708 (2021) - [j75]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): 1115-1127 (2021) - [j74]Ling Zheng, Fei Chao, Neil Mac Parthaláin, Defu Zhang, Qiang Shen:
Feature grouping and selection: A graph-based approach. Inf. Sci. 546: 1256-1272 (2021) - [j73]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): 2693-2718 (2021) - [j72]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: 107369 (2021) - [j71]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): 31 (2021) - [j70]Tianlin Huang, Lvqing Bi, Ning Wang, Defu Zhang:
AutoFM: an efficient factorization machine model via probabilistic auto-encoders. Neural Comput. Appl. 33(15): 9451-9466 (2021) - [j69]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): 14413-14428 (2021) - [j68]Junde Chen, Defu Zhang, Yaser Ahangari Nanehkaran:
Research of power load prediction based on boost clustering. Soft Comput. 25(8): 6401-6413 (2021) - [j67]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): 5068-5077 (2021) - [j66]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): 6731-6741 (2021) - [j65]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: 1-9 (2021) - [j64]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): 3193-3222 (2021) - [j63]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): 13474-13493 (2021) - [c35]Lingwei Chen, Ronghua Luo, Defu Zhang:
Compare Network with Task-dependent Embeddings for Few-shot Learning. IJCNN 2021: 1-7 - 2020
- [j62]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: 17804-17818 (2020) - [j61]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: 105393 (2020) - [j60]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: 534-548 (2020) - [j59]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): 4646-4656 (2020) - [j58]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: 382-396 (2020) - [j57]Junde Chen, Defu Zhang, Yaser Ahangari Nanehkaran:
Identifying plant diseases using deep transfer learning and enhanced lightweight network. Multim. Tools Appl. 79(41-42): 31497-31515 (2020) - [j56]Tianlin Huang, Defu Zhang, Lvqing Bi:
Neural embedding collaborative filtering for recommender systems. Neural Comput. Appl. 32(22): 17043-17057 (2020) - [j55]Peng-Zhi Li, De-Fu Zhang, Junyan Hu, Barry Lennox, Farshad Arvin:
Hysteresis Modelling and Feedforward Control of Piezoelectric Actuator Based on Simplified Interval Type-2 Fuzzy System. Sensors 20(9): 2587 (2020) - [j54]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: 100415 (2020) - [c34]Emmanuel Bugingo, Defu Zhang, Wei Zheng:
Constrained Energy-Cost-Aware Workflow Scheduling for Cloud Environment. CLOUD 2020: 40-42 - [c33]Zhonghang Zhu, Xin Ding, Defu Zhang, Liansheng Wang:
Weakly-Supervised Balanced Attention Network for Gastric Pathology Image Localization and Classification. ISBI 2020: 1-4
2010 – 2019
- 2019
- [j53]Zhen-Pei Shan, Yun-Qi Lei, De-Fu Zhang, Jian Zhou:
NASM: Nonlinearly Attentive Similarity Model for Recommendation System via Locally Attentive Embedding. IEEE Access 7: 70689-70700 (2019) - [j52]Junde Chen, Defu Zhang, Yaser Ahangari Nanehkaran:
An Economic Operation Analysis Method of Transformer Based on Clustering. IEEE Access 7: 127956-127966 (2019) - [j51]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: 151482-151492 (2019) - [j50]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: 179086-179103 (2019) - [j49]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: 30-49 (2019) - [j48]Junde Chen, Anwar Ul Haq, Defu Zhang:
Block-based automatic road defect recognition approach. J. Electronic Imaging 28(5): 053023 (2019) - [j47]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) - [j46]Hang Xu, Wenhua Zeng, Defu Zhang, Xiangxiang Zeng:
MOEA/HD: A Multiobjective Evolutionary Algorithm Based on Hierarchical Decomposition. IEEE Trans. Cybern. 49(2): 517-526 (2019) - [j45]Dichao Li, Zhiguo Gong, Defu Zhang:
A Common Topic Transfer Learning Model for Crossing City POI Recommendations. IEEE Trans. Cybern. 49(12): 4282-4295 (2019) - [c32]Emmanuel Bugingo, Wei Zheng, Dongzhan Zhang, Yingsheng Qin, Defu Zhang:
Decomposition Based Multi-objective Workflow Scheduling for Cloud Environments. CBD 2019: 37-42 - [c31]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: 1607-1612 - [c30]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: 71-78 - 2018
- [j44]Menghui Niu, Kechen Song, Xin Wen, Defu Zhang, Yunhui Yan:
The Line Scan Camera Calibration Based on Space Rings Group. IEEE Access 6: 23711-23721 (2018) - [j43]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: 52766-52778 (2018) - [j42]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: 468-479 (2018) - [j41]Jingyuan Liu, Yain-Whar Si, Defu Zhang, Ligang Zhou:
Trend following in financial time series with multi-objective optimization. Appl. Soft Comput. 66: 149-167 (2018) - [j40]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) - [j39]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): 843-859 (2018) - [j38]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): 402-415 (2018) - [j37]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: 72-101 (2018) - [c29]Halefom Tekle Weldegebriel, Jinxiu Chen, Defu Zhang:
Deep learning for Ethiopian Ge'ez script optical character recognision. ICACI 2018: 540-545 - [c28]Zhenfeng Lei, Defu Zhang, Saba Aslam, Hua-Yi Yin:
Apply Feature Expression Based On Food Energy And Als Algorithm To Recipe Concocting. ICMLC 2018: 551-556 - [c27]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: 328-334 - 2017
- [j36]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): 505-525 (2017) - [j35]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: 167-182 (2017) - [j34]Pengzhi Li, Xiao-Dong Wang, Yongxin Sui, De-Fu Zhang, Dong-Fang Wang, Li-Jian Dong, Ming-Yang Ni:
Piezoelectric Actuated Phase Shifter Based on External Laser Interferometer: Design, Control and Experimental Validation. Sensors 17(4): 838 (2017) - [c26]Defu Zhang, Yingdong Ma, Jinxiu Chen:
A Study of Distributed MOEA/D Based on Spark Framework. HPCC/SmartCity/DSS 2017: 609-610 - [c25]Haoxin Wang, Jingdong Zhong, Defu Zhang, Xinyao Zou:
A new classification algorithm for the bank customer credit rating. ICACI 2017: 143-148 - 2016
- [j33]Defu Zhang, Leyuan Shi, Stephen C. H. Leung, Tao Wu:
A priority heuristic for the guillotine rectangular packing problem. Inf. Process. Lett. 116(1): 15-21 (2016) - [j32]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. 367-368: 41-57 (2016) - [j31]Can Huang, Defu Zhang, Yain-Whar Si, Stephen C. H. Leung:
Tabu search for the real-world carpooling problem. J. Comb. Optim. 32(2): 492-512 (2016) - [j30]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): 513-530 (2016) - [j29]Yain-Whar Si, Kin-Kuan Hoi, Robert P. Biuk-Aghai, Simon Fong, Defu Zhang:
Run-based exception prediction for workflows. J. Syst. Softw. 113: 59-75 (2016) - [j28]Ning Xiong, Defu Zhang, Libo Wang:
Editorial. Neural Process. Lett. 44(1): 1-3 (2016) - [c24]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: 56-62 - [c23]Herman Masindano Wandabwa, Defu Zhang, Korir Sammy:
Text Categorization via Attribute Distance Weighted k-Nearest Neighbor Classification. ICIT 2016: 225-228 - [c22]Hongteng Wu, Adi Lin, Defu Zhang, Carine Pierrette Mukamakuza:
A new time-dependent algorithm for post enrolment-based course timetabling problem. ICACI 2016: 425-431 - [c21]Yuxin Che, Shaohui Hong, Defu Zhang, Liming Zhang:
Learning Markov Blanket Bayesian Network for Big Data in MapReduce. ICTAI 2016: 896-900 - 2015
- [j27]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): 49-73 (2015) - [j26]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): 798-814 (2015) - [j25]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): 3357-3367 (2015) - [j24]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: 61-68 (2015) - [j23]Bili Chen, Wenhua Zeng, Yangbin Lin, Defu Zhang:
A New Local Search-Based Multiobjective Optimization Algorithm. IEEE Trans. Evol. Comput. 19(1): 50-73 (2015) - [c20]Xiaofeng Chen, Defu Zhang, Xiangxiang Zeng:
A Stable Matching-Based Selection and Memory Enhanced MOEA/D for Evolutionary Dynamic Multiobjective Optimization. ICTAI 2015: 478-485 - 2014
- [j22]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): 95-103 (2014) - [j21]Liming Zhang, Defu Zhang, Weifeng Li:
Stock Index Trend Analysis Based on Signal Decomposition. IEICE Trans. Inf. Syst. 97-D(8): 2187-2190 (2014) - [c19]Shanhong Wan, Defu Zhang, Yain-Whar Si:
Evolutionary Computation with Multi-variates Hybrid Multi-order Fuzzy Time Series for Stock Forecasting. CSE 2014: 217-223 - 2013
- [j20]Stephen C. H. Leung, Zhenzhen Zhang, Defu Zhang, Xian Hua, Ming Kim Lim:
A meta-heuristic algorithm for heterogeneous fleet vehicle routing problems with two-dimensional loading constraints. Eur. J. Oper. Res. 225(2): 199-210 (2013) - [j19]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): 332-345 (2013) - [c18]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: 1155-1162 - [c17]Xubo Wang, Defu Zhang, Xiangxiang Zeng, Xiaoying Wu:
A Bayesian Investment Model for Online P2P Lending. ICoC 2013: 21-30 - 2012
- [j18]Stephen C. H. Leung, Defu Zhang, Changle Zhou, Tao Wu:
A hybrid simulated annealing metaheuristic algorithm for the two-dimensional knapsack packing problem. Comput. Oper. Res. 39(1): 64-73 (2012) - [j17]Stephen C. H. Leung, Yangbin Lin, Defu Zhang:
Extended local search algorithm based on nonlinear programming for two-dimensional irregular strip packing problem. Comput. Oper. Res. 39(3): 678-686 (2012) - [j16]Defu Zhang, Yu Peng, Stephen C. H. Leung:
A heuristic block-loading algorithm based on multi-layer search for the container loading problem. Comput. Oper. Res. 39(10): 2267-2276 (2012) - 2011
- [j15]Stephen C. H. Leung, Xiyue Zhou, Defu Zhang, Jiemin Zheng:
Extended guided tabu search and a new packing algorithm for the two-dimensional loading vehicle routing problem. Comput. Oper. Res. 38(1): 205-215 (2011) - [j14]Stephen C. H. Leung, Defu Zhang, Kwang Mong Sim:
A two-stage intelligent search algorithm for the two-dimensional strip packing problem. Eur. J. Oper. Res. 215(1): 57-69 (2011) - [j13]Stephen C. H. Leung, Defu Zhang:
A fast layer-based heuristic for non-guillotine strip packing. Expert Syst. Appl. 38(10): 13032-13042 (2011) - [j12]Yongkai Liu, Defu Zhang, Francis Y. L. Chin:
A clique-based algorithm for constructing feasible timetables. Optim. Methods Softw. 26(2): 281-294 (2011) - 2010
- [j11]Defu Zhang, Yongkai Liu, Rym M'Hallah, Stephen C. H. Leung:
A simulated annealing with a new neighborhood structure based algorithm for high school timetabling problems. Eur. J. Oper. Res. 203(3): 550-558 (2010) - [j10]Defu Zhang, Xiyue Zhou, Stephen C. H. Leung, Jiemin Zheng:
Vertical bagging decision trees model for credit scoring. Expert Syst. Appl. 37(12): 7838-7843 (2010) - [c16]Defu Zhang, Bo Wu, Xian Hua, Yangbin Yang:
Forecasting Short-Term Trends of Stock Markets Based on Fuzzy Frequent Pattern Tree. ADMA (1) 2010: 611-617 - [c15]Zhenzhen Zhang, Defu Zhang:
Research on Game Algorithm for Zhang Chess. CIS 2010: 619-623
2000 – 2009
- 2009
- [j9]Lijun Wei, Defu Zhang, Qingshan Chen:
A least wasted first heuristic algorithm for the rectangular packing problem. Comput. Oper. Res. 36(5): 1608-1614 (2009) - [c14]Yongkai Liu, Defu Zhang, Stephen C. H. Leung:
A simulated annealing algorithm with a new neighborhood structure for the timetabling problem. GEC Summit 2009: 381-386 - [c13]Yu Peng, Defu Zhang, Francis Y. L. Chin:
A hybrid simulated annealing algorithm for container loading problem. GEC Summit 2009: 919-928 - 2008
- [c12]Defu Zhang, Mhand Hifi, Qingshan Chen, Weiguo Ye:
A Hybrid Credit Scoring Model Based on Genetic Programming and Support Vector Machines. ICNC (7) 2008: 8-12 - [c11]Xiyue Zhou, Defu Zhang, Yi Jiang:
A New Credit Scoring Method Based on Rough Sets and Decision Tree. PAKDD 2008: 1081-1089 - 2007
- [c10]Defu Zhang, Qingshan Chen, Lijun Wei:
Building Behavior Scoring Model Using Genetic Algorithm and Support Vector Machines. International Conference on Computational Science (2) 2007: 482-485 - [c9]Defu Zhang, Hongyi Huang, Qingshan Chen, Yi Jiang:
A Comparison Study of Credit Scoring Models. ICNC (1) 2007: 15-18 - 2006
- [j8]Defu Zhang, Yan Kang, Ansheng Deng:
A new heuristic recursive algorithm for the strip rectangular packing problem. Comput. Oper. Res. 33: 2209-2217 (2006) - 2005
- [j7]De-Fu Zhang, An-sheng Deng:
An effective hybrid algorithm for the problem of packing circles into a larger containing circle. Comput. Oper. Res. 32: 1941-1951 (2005) - [c8]Defu Zhang, Tangqiu Li, Shaozi Li:
An improved shifting bottleneck algorithm for job shop scheduling problem. CSCWD (2) 2005: 1112-1116 - [c7]Defu Zhang, Ansheng Deng, Yan Kang:
A Hybrid Heuristic Algorithm for the Rectangular Packing Problem. International Conference on Computational Science (1) 2005: 783-791 - [c6]Defu Zhang, Qingshan Jiang, Xin Li:
A Hybrid Mining Model Based on Neural Network and Kernel Smoothing Technique. International Conference on Computational Science (3) 2005: 801-805 - [c5]Defu Zhang, Yanjuan Liu, Shengda Chen, Xiaogang Xie:
A Meta-heuristic Algorithm for the Strip Rectangular Packing Problem. ICNC (3) 2005: 1235-1241 - 2004
- [c4]Defu Zhang, Wenqi Huang:
A Simulated Annealing Algorithm for the Circles Packing Problem. International Conference on Computational Science 2004: 206-214 - [c3]Defu Zhang, Yanjuan Liu, Shengda Chen:
Packing Different-sized Circles into a Rectangular Container Using Simulated Annealing Algorithm. International Conference on Computational Intelligence 2004: 388-391 - [c2]Defu Zhang, Qingshan Jiang, Xin Li:
Application of Neural Networks in Financial Data Mining. International Conference on Computational Intelligence 2004: 392-395 - 2003
- [c1]Guodong Li, Daoxu Chen, Daming Wang, Defu Zhang:
Task Clustering and Scheduling to Multiprocessors with Duplication. IPDPS 2003: 6 - 2002
- [j6]Wenqi Huang, Defu Zhang, Wang Houxiang:
An Algorithm Based on Tabu Search for Satisfiability Problem. J. Comput. Sci. Technol. 17(3): 340-346 (2002) - [j5]Guodong Li, Defu Zhang:
Distributing and Scheduling Divisible Task on Parallel Communicating Processors. J. Comput. Sci. Technol. 17(6): 788-796 (2002) - 2000
- [j4]Chen Wang, Ying Zhou, Defu Zhang:
An efficient method for expressing active object in C++. ACM SIGSOFT Softw. Eng. Notes 25(3): 32-35 (2000)
1990 – 1999
- 1999
- [j3]Chen Wang, Ying Zhou, Defu Zhang:
A framework of auto-adapting distributed object for mobile computing. J. Comput. Sci. Technol. 14(6): 590-598 (1999) - 1993
- [j2]Hong Liu, Wenhong Wang, Defu Zhang:
A methodology for mapping and partitioning arbitrary n -dimensional nested loops into 2-dimensional VLSI arrays. J. Comput. Sci. Technol. 8(3): 221-232 (1993)
1980 – 1989
- 1989
- [j1]Defu Zhang, Yang Peigen, Zhongxiu Sun:
SN-2: a data acquisition and processing system. ACM SIGPLAN Notices 24(9): 66-71 (1989)
Coauthor Index
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