职称:系主任/教授
电子邮箱:dzjiang at stu.edu.cn
智能系统、算法与智能、面向对象程序设计、WEB应用技术 等。
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[科研课题]面向非接触式、非稳定和长时间尺度生理信号的情感状态自动识别研究,国家自然科学基金项目,2016.01-2018.12,项目负责人
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[科研课题]面向复杂情境的类脑情感计算模型研究, 广东省普通高校基础研究与应用基础研究重点项目(自然科学),2019.1-2021.12,项目负责人。
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[科研课题]基于认知与记忆策略的机器个性化情感建模方法研究,广东省自然科学基金项目,2019.1-2021.12,项目负责人。
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[科研课题]融合外部视听刺激和内部记忆的机器情感生成与调节机制研究, 广东省普通高校基础研究与应用基础研究人工智能重点领域专项,2020.1-2022.12,项目负责人。
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[科研课题]面向VDT作业者的多模态生理信号分析研究,广东省项目,2016.01-2018.12,项目负责人。
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[科研课题]基于海量体征信号数据的健康诊断研究, 广东省项目,2016.3-2019.3,项目负责人。
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[科研课题]课堂教学活动的智能感知技术研究,广东省项目,2016.3-2018.3,项目负责人。
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[科研课题]分类算法可适应性自动设计及其在急性低血压预测中的应用,广东省自然科学基金,2013.10-2015.10,项目负责人。
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[科研课题]演化计算网络拓扑分析及其在新算法设计中的应用, 广东省科技厅项目,2010.10-2012.10,项目负责人。
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[科研课题]自动化智能算法设计及其在风电场布局优化中的应用,汕头市科技计划项目,2011.12-2013.12,项目负责人。
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[主要论文] Dazhi Jiang, Donghui Jin, Jiaxi Zhuang, Daqiang Tan, Dicheng Chen, Yujie Liang. A Computational Model of Emotion based on Audio-visual Stimuli Understanding and Personalized Regulation with Concurrency, Concurrency and Computation: Practice and Experience, 2021. (SCI)
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[主要论文]Dazhi Jiang, Zhihang Tian, Zhihui He, Geng Tu, Ruixiang Huang. A Framework for Designing of Genetic Operators Automatically based on Gene Expression Programming and Differential Evolution. Natural Computing, 2021. (SCI)
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[主要论文]Dazhi Jiang, Zhihui He, Yingqing Lin, Yifei Chen, Linyan Xu. An Improved Unsupervised Single Channel Speech Separation Algorithm for Processing Speech Sensor Signals. Wireless Communications and Mobile Computing, 2021. (SCI)
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[主要论文]Huakang LU, Zuhao Ge, Youyi Song, Dazhi Jiang, Teng Zhou, Jing Qin. A temporal-aware LSTM enhanced by loss-switch mechanism for traffic flow forecasting, Neurocomputing, 2021, 427:169-178
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[主要论文]周思锦、陈棣成、涂耿,姜大志(通讯作者). 基于个性化和记忆机制的多模态情感计算模型, 系统仿真学报, 2021.
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[主要论文] Guorong Xiao; Tu, Geng; Zheng, Lin; Zhou, Teng; Li, Xin; Ahmed, Syed Hassan; Jiang, Dazhi. Multi-modality Sentimental Analysis in Social Internet of Things based on Hierarchical Attentions and CSAT-TCN with MBM Network, IEEE Internet of Things Journal, 2020, PP(99):1-1, 10.1109/JIOT.2020.3015381. (SCI)
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[主要论文]Cheng Liu, Wenming Cao, Si Wu, Wenjun Shen, Dazhi Jiang, Zhiwen Yu and Hau-San Wong. Supervised graph clustering for cancer subtyping based on survival analysis and integration of multi-omic tumor data, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2020. (SCI)
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[主要论文] Cheng Liu, Si Wu, Wenming Cao, Wenjun Shen, Dazhi Jiang, Zhiwen Yu, Hau-San Wong. Joint subspace and discriminative learning for self-paced domain adaptation, Knowledge-Based Systems, 205(2020) 106285. (SCI)
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[主要论文] Dazhi Jiang, Geng Tu, Donghui Jin, Kaichao Wu, Cheng Liu, Lin Zheng, Teng Zhou. A Hybrid Intelligent Model for Acute Hypotensive Episode Prediction with Large-scale Data, Information Sciences, 546(2021), 787-802, https://doi.org/10.1016/j.ins.2020.08.033. (SCI)
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[主要论文]Cheng Liu, Si Wu, Wenming Cao, Si Wu, Wenjun Shen, Dazhi Jiang, Zhiwen Yu, Hau-San Wong. Asymmetric Graph-Guided Multitask Survival Analysis With Self-Paced Learning, IEEE Transactions on Neural Networks and Learning Systems, 2020. (SCI)
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[主要论文]田智行、陈夏铭、姜大志(通讯作者)。一种离散状态与维度空间互映射的人工情感模型,系统仿真学报,2020.
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[主要论文]Dazhi Jiang, Kaichao Wu, Dicheng Chen, Geng Tu, Teng Zhou, Akhil Garg and Liang Gao. A probability and integrated learning based classification algorithm for high-level human emotion recognition problems, Measurement, 150(2020) 107049. (SCI检索,高被引论文,热点论文)
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[主要论文]Dazhi Jiang, Z. Liu, L. Zheng and J. Chen.Factorization Meets Neural Networks: A Scalable and Efficient Recommender for Solving the New User Problem.IEEE Access, vol. 8, pp. 18350-18361, 2020.(SCI检索)
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[主要论文] Guorong Xiao,Yunju Ma, Cheng Liu, Dazhi Jiang(corresponding author). A Machine Emotion Transfer Model for Intelligent Human-machine Interaction based on Group Division. Mechanical Systems and Signal Processing, 2020(SCI检索)
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[主要论文]Guorong Xiao, Akhil Garg, Dicheng Chen, Dazhi Jiang (corresponding author), etc. AHE Detection With a Hybrid Intelligence Model in Smart Healthcare, IEEE ACCESS, DECEMBER 2019, 7(1), pp.37360-37370(SCI检索)
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[主要论文]Teng Zhou, Dazhi Jiang, Zhizhe Lin, Guoqiang Han, Xuemiao Xu, Jing Qin. Hybrid Dual Kalman Filtering Model for Short-term Traffic Flow Forecasting. IET Intelligent Transport Systems, 2019, 13(6), pp. 1023-1032(SCI检索)
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[主要论文]Shuangyi Zhang, Jie Zhang, Dazhi Jiang, Teng Zhou, Jing Qin, Noise-identified Kalman filter for short-term traffic flow forecasting, Electronics Letters, 2019 (SCI检索)
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[主要论文]Dazhi Jiang, Yifei Chen, Akhil Garg. A hybrid method for overlapping speech detection in classroom environment. Computer Applications in Engineering Education, 2018, 26(1):171-180. (SCI检索)
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1[主要论文]Dazhi Jiang, Chenfeng Peng, Yifei Chen, Zhun Fan, Akhil Garg. Probability distribution pattern analysis and its application in the Acute Hypotensive Episodes prediction, Measurement, 104(2017) 180-191. (SCI检索)
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[主要论文]Dazhi Jiang, Jian Gong and Akhil Garg. Design of Early Warning Model based on Time Series Data for Production Safety, Measurement, 101(2017) 62-71. (SCI检索)
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[主要论文]Dazhi Jiang, Bo Hu, Yifei Chen, Wei Li. Recognizing the Human Attention State Using Cardiac Pulse from the Noncontact and Automatic-based Measurements. Soft Computing, 2017(3):1-13. (SCI检索)
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[主要论文]Dazhi Jiang, Wanhuan Zhou, Ankit Garg and Akhil Garg. Model development and surface analysis of a bio-chemical process. Chemometrics and Intelligent Laboratory Systems, 157(2016) 133-139. (SCI检索)
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[主要论文]Dazhi Jiang, Bo Hu, Zhijian Wu. Predicting of Acute Hypotensive Episodes Using EMD Statistical Method and Multi GP, 2016,Soft Computing. (SCI检索)
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[主要论文]Dazhi Jiang, Liyu Li, Bo Hu, Zhun Fan. An Approach for Prediction of Acute Hypotensive Episodes via Hilbert-Huang Method and Genetic Programming,International Journal of Distributed Sensor Networks, Article ID 354807.(SCI检索)
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[主要论文]Dazhi Jiang, Liyu Li, Di Meng, Jiaming Zhang. Emotional State Estimation from the Non-contact, Automatic and Webcam-based Human Cardiac Pulse. Sensor Letters, 2014. (SCI检索)
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[主要论文]Dazhi Jiang, Zhun Fan. The Algorithm for Algorithms: An Evolutionary Algorithm Based on Automatically Designing of Genetic Operators. Mathematical Problems in Engineering, Article ID 474805 (SCI检索).
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[主要论文]Dazhi Jiang, Liyu Li, Jian Gong, Zhun Fan. Optimal Trajectory Searching Based Differential Evolution, International Journal of Wireless and Mobile Computing, 2015 (EI检索).
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[主要论文]Dazhi Jiang,Sanyou Zeng. Particle Swarm Optimizer with Hybrid Multi-parent Crossover and Discrete Recombination. Int. J. Intelligent Information and Database Systems [J], 2011(EI检索)
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[主要论文]姜大志,林佳丽. 一种统一的多父体杂交算法. 华中科技大学(自然科学版), 2010(EI)
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[主要论文]姜大志,孙浩军,吴志健. 重叠复用性建模方法,系统仿真学报,2011.
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[主要论文]姜大志,李立宇,彭晨枫. 基于非线性混沌分析的急性低血压预测,生物医学工程学杂志,2015.
研究生就业方向:读博、算法工程师、软件工程师
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彭晨枫,2014届硕士毕业生,腾讯科技有限公司(深圳)
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李立宇,2015届硕士毕业生,腾讯科技有限公司(广州)
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龚健,2016届硕士毕业生,石化盈科信息技术有限公司(北京,中国石化与电讯盈科下属公司)
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胡波,2017届硕士毕业生,杭州数梦工场科技有限公司
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陈逸飞,2018届硕士毕业生,上海拍拍贷金融信息服务有限公司(纽交所上市)
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黄瑞香,2018届硕士毕业生,深圳IT公司研发工作
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刘泉泉,2019届硕士毕业生,北京IT公司研发工作
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吴凯超,2020届硕士毕业,澳洲皇家墨尔本理工大学读博
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马云驹: Guorong Xiao,Yunju Ma, Cheng Liu, Dazhi Jiang(corresponding author). A Machine Emotion Transfer Model for Intelligent Human-machine Interaction based on Group Division. Mechanical Systems and Signal Processing, 2020(SCI检索)
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吴凯超:Dazhi Jiang, Kaichao Wu, Dicheng Chen, Geng Tu, Teng Zhou, Akhil Garg and Liang Gao. A probability and integrated learning based classification algorithm for high-level human emotion recognition problems, Measurements, 150(2020) 107049. (SCI检索)
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陈棣成:Guorong Xiao, Akhil Garg, Dicheng Chen, Dazhi Jiang (corresponding author), etc. AHE Detection With a Hybrid Intelligence Model in Smart Healthcare, IEEE ACCESS, DECEMBER 2019, 7(1), pp.37360-37370(SCI检索)
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陈逸飞:A hybrid method for overlapping speech detection in classroom environment. Computer Applications in Engineering Education, 2018, 26(1):171-180. (SCI检索)
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黄瑞香:基于文本挖掘的课程培养目标的智能观测研究.买球最好的网站学报(自然科学版).
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龚健: Design of Early Warning Model based on Time Series Data for Production Safety, Measurements. (SCI检索).
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胡波、陈逸飞: Recognizing the Human Attention State Using Cardiac Pulse from the Noncontact and Automatic-based Measurements. Soft Computing (SCI检索).
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胡波: Predicting of Acute Hypotensive Episodes Using EMD Statistical Method and Multi GP, 2016,Soft Computing. (SCI检索)
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李立宇、胡波: An Approach for Prediction of Acute Hypotensive Episodes via Hilbert-Huang Method and Genetic Programming,International Journal of Distributed Sensor Networks, Article ID 354807.(SCI检索)
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李立宇:Emotional State Estimation from the Non-contact, Automatic and Webcam-based Human Cardiac Pulse. Sensor Letters, 2014. (SCI检索)
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李立宇、龚健:Optimal Trajectory Searching Based Differential Evolution, International Journal of Wireless and Mobile Computing, 2015 (EI检索).
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李立宇、彭晨枫:基于非线性混沌分析的急性低血压预测,生物医学工程学杂志,2015.(中文核心)
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彭晨枫:Modified Binary Differential Evolution for Solving Wind Farm Layout Optimization Problems, 2013 IEEE Symposium on Computational Intelligence for Engineering Solutions (CIES), pp.23-28. (EI检索)
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彭晨枫:Evolutionary Algorithm Based on Automatically Designing of Genetic Operators, 2013 Ninth International Conference on Computational Intelligence and Security(CIS), pp.66-70. (EI检索)
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李立宇:Detection of Acute Hypotensive Episodes via Empirical Mode Decomposition and Genetic Programming, International Conference on Identification, Information and Knowledge in the Internet of Things 2014 (IIKI2014),225-228. (EI检索)
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胡波:Predicting Acute Hypotensive Episodes Based on Multi GP. The 7th International Symposium on Intelligence Computation and Applications (ISICA 2015), LNCS, pp. 161-170(EI检索)
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张国豪(2016届毕业生,免试保送到暨南大学(211)计算机专业,发表论文:A Novel Hybrid Method for the Financial Time Series Forecasting)
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程荣标(2017届毕业生,免试保送到电子科技大学(985)计算机专业,发表论文:基于Adaboost和回归树集合技术的疲劳诊断识别研究)
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谭达强(2019届毕业生,免试保送到华南理工大学(985)计算机专业)
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陈俊浩(2020届毕业生,免试保送到兰州大学(985)计算机专业)