1

分布式多数据流频繁伴随模式挖掘

软件学报

201904

于自强

王琳

CCF A，以分布式挖掘方法解决多数据流频繁伴随模式发现问题

2

多种手势对应同一语义的柔性映射交互算法的研究

电子学报

201908

冯志全

冯志全

CCF A，提出多手势对应同一语方法实现手势语义的智能教学

3

Cut-and-Choose 双向不经意传输

软件学报

201702

赵川

蒋瀚

CCF A，提出原语具有密码学基础理论上的重要意义

4

一种端到端的日冕物质现象检测新方法

科学通报

201708

姚海

尹建芹

卓越期刊论文，成果被国家天文台应用于天文数据分析系统中

5

基于Altera IP 核的FPGA PCIE 接口设计

工业控制计算机

201702

王帅

李念强

将FPGA 与忆阻器结合，首试存算一体新架构下的智能物联网设计架构

6

Evolving Generalized Modulatory Learning:   Unifying Neuromodulation and Synaptic Plasticity

IEEE Transactions on Cognitive and   Developmental Systems

202012

王琳

王琳

IF:3.379，论文创新采用进化计算成功将神经可塑性与神经调制统合为一体化模型

7

Improvement of Neural Network   Classifiers Using Fuzzy Floating Centroids

IEEE Transactions on Cybernetics

202005

刘双荣

王琳

IF:11.448，中科院计算机一区，提出模糊浮动质心分类成功应用于水泥分类

8

Gaussian Distribution Based Over sampling   for Imbalanced Data Classification

IEEE Transactions on Knowledge and   Data Engineering

202004

谢羽茜

彭立志

IF:6.977，CCF A，解决了数据分类不平衡问题，时间复杂度优于现有方法

9

Active Fault-Tolerant Control for   Discrete Vehicle Active Suspension via Reduced-Order Observer

IEEE Transactions on Systems, Man,   and Cybernetics: Systems

202001

韩士元

周劲

IF:13.451，中科院计算机一区，分布式智能观测系统在道路管理中得到广泛应用

10

Study on Multilevel Resistive   Switching Behavior with Tunable ON/OFF Ratio Capability in Forming-Free ZnO   QDs-Based RRAM

IEEE Transactions on Electron Devices

202009

王文晓

李阳

实现了单器件五种存储状态的高密度存算一体式类脑芯片模型

11

Super Field Plate That Can Provide   Charge Balance Effect for Lateral Power Devices without Occupying Drift   Region

IEEE Transactions on Electron Devices

202004

张春伟

李阳

提出一种新型电荷平衡实现模型，突破了传统架构的理论极限

12

Self-grouping Convolutional Neural   Networks

Neural Networks

202012

郭庆北

吴小俊

IF:8.05，CCF B，中科院计算机二区，用分布式卷积思想显著提升CNN 性能

13

Deep Ensemble Neural-Like P Systems   for Segmentation of Central Serous Chorioretinopathy Lesion

Information Fusion

202008

薛洁

牛四杰

中科院计算机一区，人工智能分区排名第2，解决类神经系统图像难题

14

Adaptive-Guided-Coupling-Probability   Level Set for Retinal Layer Segmentation

IEEE Journal of Biomedical and Health   Informatics

202011

孙悦

牛四杰

IF:5.772，中科院工程技术二区，创新性提出结构先验知识引导的耦合概率水平集方法

15

PrivateDL: Privacy-Preserving   Collaborative Deep Learning Against Leakage From Gradient Sharing

International Journal of Intelligent   Systems

202008

赵埼

赵川

中科院工程技术一区，利用迁移学习高效解决协同学习中的隐私泄露核心问题

16

Fast High-Order Sparse Subspace Clustering   with Cumulative MRF for Hyperspectral Images

IEEE Geoscience and Remote Sensing Letters

202001

王丽梅

牛四杰

中科院工程技术二区，创新高阶稀疏子空间聚类突破快速遥感信息分类

17

An Efficient Model for Predicting   Setting Time of Cement Based on Broad Learning System

Applied Soft Computing

202011

郭继凤

王琳

中科院计算机一区，基于宽度学习为水泥凝结时间实现精确建模

18

Estimating Cement Compressive   Strength Using Three-dimensional Microstructure Images and Deep Belief   Network

Engineering Applications of   Artificial Intelligence

202002

郭继凤

王琳

中科院计算机二区，实现水泥强度直接估测，误差低至2.8兆帕

19

Highly Morphology-controllable and   Highly Sensitive Capacitive Tactile Sensor Based on Epidermis-dermis-inspired   Interlocked Asymmetric-nanocone Arrays for Detection of Tiny Pressure

Small

202001

牛闳森

李阳;刘宏;周伟家

中科院工程技术一区，实现面向盲文识别、人机交互的高精确识别智能感知系统

20

Polarization-encrypted   High-resolution Full-color Images Exploiting Hydrogenated Amorphous Silicon Nanogratings

Nanophotonics

202004

岳文静

李阳

中科院工程技术一区，运用3D 堆叠式工艺实现了单器件下的全彩色图像感知芯片

21

Investigating the Evolution of a Neuroplasticity   Network for Learning

IEEE Transactions on Systems, Man,   and Cybernetics: Systems

201910

王琳

王琳

IF:9.309，中科院计算机一区，相关成果得到NEAT   之父K.Stanley高度肯定

22

A Localization Method Avoiding Flip   Ambiguities for Micro-Uavs With Bounded Distance Measurement Errors

IEEE Transactions on Mobile Computing

201908

郭庆北

张远

IF:5.112，CCF A，中科院计算机一区，被多位国家级人才及团队引用

23

A Mobile Malware Detection Method   Using Behavior Features in Network Traffic

Journal of Network and Computer   Applications

201905

王闪闪

陈贞翔

中科院计算机一区，IEEE 通信顶级综述刊物副主编积极评价

24

Classification of a DNA Microarray   for Diagnosing Cancer Using a Complex Network Based Method

IEEE/ACM Transactions on Computational   Biology and Bioinformatics

201906

吴鹏

王栋

CCF B，原创性提出基于复杂网络的高维生物数据分类方法

25

Ranking-Based Biased Learning Swarm   Optimizer for Large-Scale Optimization

Information Sciences

201908

邓瀚浡

彭立志

中科院计算机一区，在CEC数据标准测试中取得良好成绩

26

Three-dimensional Varying Density   Field Plate for Lateral Power Devices

IEEE Transactions on Electron Devices

201902

张春伟

李阳

首提感知芯片电荷信号提取和控制方法，实现存算一体设计新方法

27

Uncertain Data Clustering in   Distributed Peer-to-Peer Networks

IEEE Transactions on Neural Networks   and Learning Systems

201806

周劲

周劲

中科院计算机一区，解决分布式网络环境下模糊聚类问题

28

Detecting Android Malware Leveraging   Text Semantics of Network Flows

IEEE Transactions on Information   Forensics and Security

201805

王闪闪

陈贞翔

CCF A，中科院计算机一区，获得多位IEEE Fellow 正面

评价

29

Machine Learning Based Mobile Malware   Detection Using Highly Imbalanced Network Traffic

Information Sciences

201804

陈贞翔

陈贞翔;Qiben Yan;杨波

引用62 次，研究受到IEEE Fellow、美国NSF 程序主任等关注引用

30

Generic Content-Based Retrieval of   Marker-Based Motion Capture Data

IEEE Transactions on Visualization   and Computer Graphics

201806

吕娜

彭京亮

CCF A，中科院计算机一区，受到博洛尼亚大学著名学者引用好评

31

FM: Flexible Mapping from One Gesture   to Multiple Semantics

Information Sciences

201810

冯志全

陈贞翔

中科院计算机一区，创新性提出语义柔性映射模型实现行为意图理解

32

Face Recognition Based on Volterra   Kernels Direct Discriminant Analysis and Effective Feature Classification

Information Sciences

201805

冯光

李恒建

中科院计算机一区，利用判别式核构建稀疏表示分类准则，增强低维特征抽取能力

33

An Improved Hot-carrier Lifetime Evaluation   Method for the n-type LDMOS with Hot-hole Injection

IEEE Transactions on Electron Devices

201806

张春伟

张春伟

提出可商业量产化的感知芯片设计架构及其寿命评估模型

34

Improving Neural-Network Classifiers   Using Nearest Neighbor Partitioning

IEEE Transactions on Neural Networks   and Learning Systems

201710

王琳

杨波

ESI 高被引，中科院计算机一区，引起多位IEEE Fellow的关注

35

Public Interest Analysis Based on   Implicit Feedback Of IPTV Users

IEEE Transactions on Industrial   Informatics

201708

Matej Kren

张远

中科院计算机一区，获日本九州工业大学优秀青年科学家积极评价

36

A Fast Feature Weighting Algorithm of   Data Gravitation Classification

Information Sciences

201701

彭立志

杨波

中科院计算机一区，IEEE CSS 会议活动副主席认为值得特别关注

37

Imbalanced Traffic Identification   Using an Imbalanced Data Gravitation-Based Classification Model

Computer Communications

201704

彭立志

杨波

IEEE 通信杂志编辑指出“该算法克服了集成算法和代价敏感算法的缺陷”

38

Robust Noise Region-Based Active

Contour Model Via Local Similarity   Factor for Image Segmentation

Pattern Recognition

201701

牛四杰

陈强

中科院计算机一区，连续四年ESI 高被引论文，引用160次

39

An HCI Paradigm Fusing Flexible Object   Selection and AOM-Based Animation

Information Sciences

201611

冯志全

冯志全

中科院计算机一区，国际上首次把认知信息、行为模型等与手势智能感知相融合