Scholarly Profiles

Several facets of my research work can be accessed from the following profiles:

Publications

Here you can find a compilation of my scientific publications.

international journal articles

  • Thomas Weise, Zhize Wu, Xinlu Li, Yan Chen, and Jörg Lässig. Frequency Fitness Assignment: Optimization without Bias for Good Solutions can be Efficient. IEEE Transactions on Evolutionary Computation (TEVC). 2022. Early Access.
    doi:10.1109/TEVC.2022.3191698 / preprint@arxiv / data and source code @ doi:10.5281/zenodo.5567725.
    Indexing: SCI, EI, 1区, CCF-B类

  • Le Zou, Thomas Weise, Qian-Jing Huang, Zhi-Ze Wu, Liang-Tu Song, Xiao-Feng Wang. Distance Regularization Energy Terms in Level Set Image Segment Model: A Survey. Neurocomputing. 491:244-260. June 2022.
    doi:10.1016/j.neucom.2021.09.080
    Indexing: EI, WOS, SCI, 2区, CCF-C类

  • Zhi-Ze Wu, Jian Xu, Yan Wang, Fei Sun, Ming Tan, and Thomas Weise. Hierarchical fusion and divergent activation based weakly supervised learning for object detection from remote sensing images. Information Fusion. 80:23-43. April 2022.
    doi:10.1016/j.inffus.2021.10.010.
    Indexing: SCI, EI, 1区

  • Lixiang Xu, Lixin Cui, Thomas Weise, Xinlu Li, Zhize Wu, Feiping Nie, Enhong Chen, and Yuanyan Tang. Semi-supervised multi-Layer convolution kernel learning in credit evaluation. Pattern Recognition. 120(108125). December 2021.
    doi:10.1016/j.patcog.2021.108125
    Indexing: SCI, EI, 1区, CCF-B类

  • Zhi-Ze Wu, Xiao-Feng Wang, Le Zou, Li-Xiang Xu, Xin-Lu Li, and Thomas Weise. Hierarchical Object Detection for Very High-Resolution Satellite Images. Applied Soft Computing Journal (ASOC), 113(Part A), December 2021, 107885.
    doi:10.1016/j.asoc.2021.107885
    Indexing: EI, WOS, ESCI, 1区

  • Le Zou, Liang-Tu Song, Thomas Weise, Xiao-Feng Wang, Qian-Jing Huang, Rui Deng, and Zhi-Ze Wu. A Survey on Regional Level Set Image Segmentation Models based on the Energy Functional Similarity Measure. Neurocomputing. 452:606-622. September 2021.
    doi:10.1016/j.neucom.2020.07.141
    Indexing: EI, WOS, SCI, 2区, CCF-C类

  • Zhi-Ze Wu, Chang Zou, Yan Wang, Ming Tan, and Thomas Weise. Rotation-Aware Representation Learning for Remote Sensing Image Retrieval. Information Sciences. 572:404–423. September 2021.
    doi:10.1016/j.ins.2021.04.078 / pdf (valid until July 24, 2021).
    Indexing: EI, SCI, 1区, CCF-B类.

  • Thomas Weise, Zhize Wu, Xinlu Li, and Yan Chen. Frequency Fitness Assignment: Making Optimization Algorithms Invariant under Bijective Transformations of the Objective Function Value. IEEE Transactions on Evolutionary Computation 25(2):307–319. April 2021.
    Preprint available at arXiv:2001.01416v5 [cs.NE] 15 Oct 2020.
    doi:10.1109/TEVC.2020.3032090 / pdf / paper@arxiv / experimental results and source code data set @ doi:10.5281/zenodo.3899474
    Indexing: SCI, EI, 1区, CCF-B类

  • Yan Chen, Ming Tan, Jiahua Wan, Thomas Weise, and Zhize Wu. Effectiveness Evaluation of the Coupled LIDs from the Watershed Scale based on Remote Sensing Image Processing and SWMM Simulation. European Journal of Remote Sensing (TEJR) 54(sup2):77–91, April 2021. In Special Issue: Remote Sensing in Water Management and Hydrology.
    doi:10.1080/22797254.2020.1758962 / pdf
    Indexing: EI, SCIE, 3区

  • Zhize Wu, Thomas Weise, Yan Wang, and Yongjun Wang. Convolutional Neural Network based Weakly Supervised Learning for Aircraft Detection from Remote Sensing Images. IEEE Access 8:158097–158106. August 2020.
    doi:10.1109/ACCESS.2020.3019956 / pdf@IAO / pdf@IEEE.
    Indexing: EI, SCIE, 2区

  • Xinlu Li, Mengfei Xu, Jiabo Xu, Thomas Weise, Le Zou, Fei Sun, and Zhize Wu. Image Retrieval Using a Deep Attention-Based Hash. IEEE Access 8:142229–142242. July 2020.
    doi:10.1109/ACCESS.2020.3011102 / pdf@IAO / pdf@IEEE
    Indexing: EI, SCIE, 2区

  • Thomas Weise, Yan Chen, Xinlu Li, and Zhize Wu. Selecting a diverse set of benchmark instances from a tunable model problem for black-box discrete optimization algorithms. Applied Soft Computing Journal (ASOC), 92:106269, June 2020.
    doi:10.1016/j.asoc.2020.106269
    Indexing: EI, WOS, ESCI, 1区

  • Zhi-Ze Wu, Shou-Hong Wan, Xiao-Feng Wang, Ming Tan, Le Zou, Xin-Lu Li, and Yan Chen. A Benchmark Data Set for Aircraft Type Recognition from Remote Sensing Images. Applied Soft Computing Journal (ASOC). 89:106132. April 2020.
    doi:10.1016/j.asoc.2020.106132
    Indexing: EI, WOS, ESCI, 1区

  • Zhize Wu, Shouhong Wan, L. Yan, and Lihua Yue. Autoencoder-based Feature Learning from 2D Depth Maps and 3D Skeleton for Action Recognition. Journal of Computers 29(4):82-95, August 2018.
    doi:10.3966/199115992018082904007 / pdf
    Indexing: EI

  • Zhize Wu, Shouhong Wan, and Ming Tan. Discriminative Image Representation based on Multi-Cues for Computational Advertising. International Journal of Performability Engineering (IJPE). 14(7):1411–1420. July 2018
    doi:10.23940/ijpe.18.07.p4.14111420 / pdf@ijpe / pdf@iao
    Indexing: EI

  • Zhize Wu, Miao Zhang, Shouhong Wan, and Lihua Yue. A New Multiple Instance Learning Algorithm based on Instance-Consistency. International Journal of Performability Engineering 13(4):519–529, July 2017
    doi:10.23940/ijpe.17.04.p19.519529 / pdf
    Indexing:EI:20173003983655

conference papers

  • Tianyu Liang, Zhize Wu, Jörg Lässig, Daan van den Berg, and Thomas Weise. Solving the Traveling Salesperson Problem using Frequency Fitness Assignment. In Proceedings of the IEEE Symposium on Foundations of Computational Intelligence (IEEE FOCI'22), part of the IEEE Symposium Series on Computational Intelligence (SSCI 2022). December 4–7, 2022, Singapore. IEEE. Accepted for publication.
    Indexing: EI.

  • Zhiyang Liu, Thomas Weise, and Zhize Wu. Detection of Personal Protective Equipment in Factories: A Survey and Benchmark Dataset. In De-Shuang Huang, Kang-Hyun Jo, Junfeng Jing, Prashan Premaratne, Vitoantonio Bevilacqua, and Abir Hussain, editors, Proceedings of the 18th International Conference Intelligent Computing Methodologies (ICIC'22), August 7–11, 2022, Xi'an, China, Part III, pages 448-459. Lecture Notes in Computer Science (LNCS), sub-series LNAI, volume 13395.
    doi:10.1007/978-3-031-13832-4_37
    Indexing: EI

  • Shuoyi Ran, Thomas Weise, and Zhize Wu. Chemical Safety Sign Detection: A Survey and Benchmark. In Proceedings of the 2022 International Joint Conference on Neural Networks (IJCNN'22), part of the IEEE World Congress on Computational Intelligence (IEEE WCCI), July 18–23, 2022, Padova, Italy. IEEE.
    Indexing: EI, CCF-C类

  • Thomas Weise, Xinlu Li, Yan Chen, and Zhize Wu. Solving Job Shop Scheduling Problems Without Using a Bias for Good Solutions. In Genetic and Evolutionary Computation Conference Companion (GECCO'21 Companion), July 10-14, 2021, Lille, France. ACM, New York, NY, USA. ISBN 978-1-4503-8351-6.
    doi:10.1145/3449726.3463124 / slides / video presentation
    Indexing: EI, CCF-C类

  • Miao Zhang, Zhize Wu, Shouhong Wan, Lihua Yue, and Bangjie Yin, Multi-Instance Learning based on Instance Consistency for Image Retrieval, In Charles M. Falco and Xudong Jiang, editors, Proceedings of the Ninth International Conference on Digital Image Processing (ICDIP 2017), May 19-22, 2017, Hong Kong, China, pages 104204J. Proceedings Volume 10420, Bellingham, WA, USA: Society of Photo-Optical Instrumentation Engineers (SPIE)
    doi:10.1117/12.2281540
    Indexing: EI:20174104254974

  • Yunhao Zhao, Shouhong Wan, Zhize Wu, Bangjie Yin, and Lihua Yue. Multi-Scale and Multi-GMM Pooling Based on Fisher Kernel for Image Representation. Proceedings of the Eighth International Conference on Digital Image Processing (ICDIP 2016). May 20-22, 2016, Chengu, China, pages 100334V. Proceedings Volume 10033, ISBN: 978-1510605039, Bellingham, WA, USA: Society of Photo-Optical Instrumentation Engineers (SPIE)
    doi:10.1117/12.2245169
    Indexing: EI:20164903101533

  • Haiyang Zhang, Shouhong Wan, Lihua Yue, Zhize Wu, and Yunhao Zhao. A New Fast Object Detection Architecture Combing Manually-Designed Feature and CNN. In Proceedings of the 8th International Congress on Image and Signal Processing (CISP'15), October 14-16, 2015, Shenyang, China, pages 572–577. ISBN: 978-1-4673-9098-9, IEEE
    doi:10.1109/CISP.2015.7407944
    Indexing: EI:20162002391466, WOS:000380502000105

  • Zhize Wu, Shouhong Wan, Peiquan Jin, and Lihua Yue. Discriminative Feature Learning with Constraints of Category and Temporal for Action Recognition. In Yu-Jin Zhang, editor, Proceedings of the 8th International Conference on Image and Graphics (ICIG 2015), Part II, August 13-16, 2015, Tianjin, China, pages 173–184. Lecture Notes in Computer Science (LNCS) volume 9218, Springer. ISBN: 978-3-319-21962-2
    doi:10.1007/978-3-319-21963-9_16
    Indexing: EI:20154201380936

  • Zhize Wu, Shouhong Wan, Lihua Yue, and Ruoxin Sang. Discriminative Image Representation for Classification. In Jeng-Shyang Pan, Vaclav Snasel, Emilio S. Corchado, Ajith Abraham, and Shyue-Liang Wang, editors, Proceeding of the First Euro-China Conference on Intelligent Data Analysis and Applications, Volume II, June 13-15, 2014, Shenzhen, China, pages 331–341. Advances in Intelligent Systems and Computing (AISC), volume 298, Springer, Cham. ISBN–978-3-319-07772-7.
    doi:10.1007/978-3-319-07773-4_33
    Indexing: EI:20151900835335

other

  • Zhize Wu, Thomas Weise, Le Zou, Fei Sun, and Ming Tan. Skeleton Based Action Recognition using a Stacked Denoising Autoencoder with Constraints of Privileged Information. Preprint available at arXiv:2003.05684v1 [cs.CV] 12 Mar 2020.
    paper@arxiv