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总体介绍

姓名:姜大志
职称:教授

博士(武汉大学)
 
电子邮箱:dzjiang at stu.edu.cn
 
办公地址:工南211
 
主要研究方向:
人工智能、数据挖掘、智能计算。
 
开设的主要课程:
智能系统、算法与复杂性、面向对象程序设计、WEB应用技术 等。

科研情况:
[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(61502291),国家自然科学基金项目,2016.01-2018.12,项目负责人
[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。
[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。
[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。
[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。
[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。
[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, Jian Gong and Akhil Garg. Design of Early Warning Model based on Time Series Data for Production Safety, Measurements. (SCI检索,已录用).
[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 (SCI检索,已录用).
[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)
[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)
[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)
[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)
[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).
[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).
[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)
[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)
[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.
[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:算法工程师、软件工程师

已毕业研究生就业单位:
1、彭晨枫,2014届硕士毕业生,腾讯科技有限公司(深圳)
2、李立宇,2015届硕士毕业生,腾讯科技有限公司(广州)
3、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)

研究生论文发表:
1)龚健: Design of Early Warning Model based on Time Series Data for Production Safety, Measurements. (SCI检索,已录用).
2)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,已录用).
3)胡波: Predicting of Acute Hypotensive Episodes Using EMD Statistical Method and Multi GP, 2016,Soft Computing. (SCI检索)
4)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)
5)李立宇:Emotional State Estimation from the Non-contact, Automatic and Webcam-based Human Cardiac Pulse. Sensor Letters, 2014. (SCI检索)
6)李立宇、龚健:Optimal Trajectory Searching Based Differential Evolution, International Journal of Wireless and Mobile Computing, 2015 (EI检索).
7) 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.
8)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)
9) 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)
10)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)
11)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)
 

教育背景

工作背景

科研项目

潮汕女性企业领导者领导行为研究
动态载荷作用下3D印刷部件的疲劳分析—以电动汽车电池组外壳的应用为例
课堂教学活动的智能感知技术研究
2015广东省优秀青年教师培养计划
基于海量体征信号数据的健康诊断研究
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
CDIO-OBE工程教育模式研究与实践
配电线路防风能力分析模型
基于区域医疗数据互联共享的业务协同诊治平台
基于电子医疗平台的大数据处理理论和应用模型的研究与实现
基于电子医疗平台的大数据处理理论和应用模型的研究
急性低血压大规模时序数据的敏捷分类方法研究
复杂机电系统的集成智能研究
进化智能与机器人联合研究中心
分类算法可适应自动设计及其在急性低血压预测中的应用
机电一体化系统的智能设计框架及其应用研究
基于云计算的企业信息化平台安全技术研究及应用
先进信号处理技术及其应用研究
高维混合型数据聚类及应用研究
自动化智能算法设计及其在风电场布局优化中的应用
工程科学教育中基于学习科学的探究式教育研究
高维混合型数据聚类及应用研究
基于算子自实现策略的智能算法及其在风场布局中的应用
演化计算网络拓扑分析及其在新算法设计中的应用
《基于时间序列数据挖掘的工业机器人故障诊断分析》产学研合作项目
视频关键场景提取方法研究
面向游学的“新工科”创新思维与能力培育研究

科研论文

A hybrid method for overlapping speech detection in classroom environment
基于Adaboost和回归树集合技术的疲劳诊断识别研究
Recognizing the Human Attention State Using Cardiac Pulse from the Noncontact and Automatic-based Measurements
Probability distribution pattern analysis and its application in the Acute Hypotensive Episodes prediction
Design of Early Warning Model based on Time Series Data for Production Safety
Model development and surface analysis of a bio-chemical process
配电线路风灾损失混合预测算法研究—以湛江地区为例
沿海地区配电线路防风灾措施研究
Predicting of Acute Hypotensive Episodes Using Empirical Mode Decomposition, Statistical Methods and Multi GP
Rural Micro-credit Decision Model Based on Principle of Risk Control
Predicting Acute Hypotensive Episodes Based on Multi GP
The Algorithm for Algorithms: An Evolutionary Algorithm Based on Automatic Designing of Genetic Operators
The Algorithm for Algorithms: An Evolutionary Algorithm Based on Automatic Designing of Genetic Operators
Prediction of Acute Hypotensive Episodes Using Random Forest Based on Genetic Programming
Optimal Trajectory Searching Based Differential Evolution
基于多层级渐进性的探究式学习实施方略—以Java程序设计课程为例
An Approach for Prediction of Acute Hypotensive Episodes via the Hilbert-Huang Transform and Multiple Genetic Programming Classifier
基于非线性混沌分析的急性低血压预测
Detection of Acute Hypotensive Episodes via Empirical Mode Decomposition and Genetic Programming
基于EMD和GEP的急性低血压预测方法研究
Emotional State Estimation from the Non-contact, Automatic and Webcam-based Human Cardiac Pulse
Evolutionary Algorithm Based on Automatically Designing of Genetic Operators
姜大志-基于多层级渐进性的探究式学习实施方略——以“Java程序设计”课程为例
培养目标可测评的探究式教学系统化实施策略
Modified Binary Differential Evolution for Solving Wind Farm Layout Optimization Problems
农村商业性小额贷款决策风险评估模型及其求解
基于CDIO理念的经管类商务统计课程教学改革——项目驱动学习
Establish and Optimize the Enterprise Downsizing Model
基于差分演化算法的证券投资组合研究
“CDIO”工程教学模式下的主动式项目驱动学习——以“Java程序设计”课程为例
基于CDIO的主动式项目驱动学习——以Java类课程教学改革为例
PROJECT-BASED LEARNING WITH STEP-UP METHOD—TAKE CDIO ABILITIES CULTIVATION IN COMPUTER SPECIALTY FOR EXAMPLE
企业裁员模型的建立及其优化求解
边坡稳定性预报的MEP分类预测算法
基于信息熵的高维分类型数据子空间聚类算法
Particle Swarm Optimizer with Hybrid Multi-parent Crossover and Discrete Recombination
重叠复用性建模方法
一种统一的多父体杂交算法
Multi-parent Crossover Algorithm with Discrete Recombination
A Variant of Differential Evolution based on Permutation Regulation Mechanism
GPS Height Fitting Using Gene Expression Programming
A Unified Fitness Calculation Method for Automatic Modeling Algorithms
A GA-based feature selection for high-dimensional data clustering(EI检索)
A GA-based Feature Selection for High-dimensional Data Clustering

科研成果