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NEMO: A Database for Emotion Analysis Using Functional Near-infrared Spectroscopy Journal article
Michiel Spape, Kalle Mäkelä, Tuukka Ruotsalo. NEMO: A Database for Emotion Analysis Using Functional Near-infrared Spectroscopy[J]. IEEE Transactions on Affective Computing, 2024, 15(3), 1166-1177.
Authors:  Michiel Spape;  Kalle Mäkelä;  Tuukka Ruotsalo
Adobe PDF | Favorite | TC[WOS]:0 TC[Scopus]:0  IF:9.6/11.0 | Submit date：2024/08/30
Affective Computing  Emotion Classification  Fnirs  Functional Near-infrared Spectroscopy  Pattern Classification  Signal Processing  
Latent Linear Discriminant Analysis for feature extraction via Isometric Structural Learning Journal article
Zhou, Jianhang, Zhang, Qi, Zeng, Shaoning, Zhang, Bob, Fang, Leyuan. Latent Linear Discriminant Analysis for feature extraction via Isometric Structural Learning[J]. Pattern Recognition, 2024, 149, 110218.
Authors:  Zhou, Jianhang;  Zhang, Qi;  Zeng, Shaoning;  Zhang, Bob;  Fang, Leyuan
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:7.5/7.6 | Submit date：2024/05/16
Feature Extraction  Latent Space  Linear Discriminant Analysis  Pattern Classification  Structure Learning  
A deep convolutional neural network for diabetic retinopathy detection via mining local and long-range dependence Journal article
Xiaoling Luo, Wei Wang, Yong Xu, Zhihui Lai, Xiaopeng Jin, Bob Zhang, David Zhang. A deep convolutional neural network for diabetic retinopathy detection via mining local and long-range dependence[J]. CAAI Transactions on Intelligence Technology, 2024, 9(1), 153-166.
Authors:  Xiaoling Luo;  Wei Wang;  Yong Xu;  Zhihui Lai;  Xiaopeng Jin; et al.
Favorite | TC[WOS]:17 TC[Scopus]:17  IF:8.4/6.7 | Submit date：2023/08/03
Image Classification  Medical Image Processing  Pattern Recognition  
Collaborative representation induced broad learning model for classification Journal article
Zhang,Qi, Zhou,Jianhang, Xu,Yong, Zhang,Bob. Collaborative representation induced broad learning model for classification[J]. Applied Intelligence, 2023, 53(20), 23442–23456.
Authors:  Zhang,Qi;  Zhou,Jianhang;  Xu,Yong;  Zhang,Bob
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.4/3.9 | Submit date：2023/08/03
Broad Learning  Classification  Collaborative Representation  Neural Network  Pattern Recognition  
Learning salient self-representation for image recognition via orthogonal transformation Journal article
Jianhang Zhou, Shaoning Zeng, Bob Zhang. Learning salient self-representation for image recognition via orthogonal transformation[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2022, 212, 118663.
Authors:  Jianhang Zhou;  Shaoning Zeng;  Bob Zhang
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2023/02/22
Pattern Classification  Self-representation  Orthogonal Transformation  Linear Orthogonal Transformation  
Feature extraction for chart pattern classification in financial time series Journal article
Zheng, Yuechu, Si, Yain Whar, Wong, Raymond. Feature extraction for chart pattern classification in financial time series[J]. Knowledge and Information Systems, 2021, 63(7), 1807-1848.
Authors:  Zheng, Yuechu;  Si, Yain Whar;  Wong, Raymond
Favorite | TC[WOS]:5 TC[Scopus]:12  IF:2.5/2.6 | Submit date：2021/12/08
Financial Time Series  Chart Patterns  Feature Extraction  Pattern Classification  
Kernel nonnegative representation-based classifier Journal article
Zhou, Jianhang, Zeng, Shaoning, Zhang, Bob. Kernel nonnegative representation-based classifier[J]. Applied Intelligence, 2021, 52(2), 2269-2289.
Authors:  Zhou, Jianhang;  Zeng, Shaoning;  Zhang, Bob
Favorite | TC[WOS]:4 TC[Scopus]:2  IF:3.4/3.9 | Submit date：2022/02/22
Non-negative Representation  Linear Representation-based Classifier  Pattern Classification  Image Recognition  
Hyperspectral Image Classification Via Spectral-Spatial Random Patches Network Journal article
Cheng, Chunbo, Li, Hong, Peng, Jiangtao, Cui, Wenjing, Zhang, Liming. Hyperspectral Image Classification Via Spectral-Spatial Random Patches Network[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14, 4753-4764.
Authors:  Cheng, Chunbo;  Li, Hong;  Peng, Jiangtao;  Cui, Wenjing;  Zhang, Liming
Favorite | TC[WOS]:19 TC[Scopus]:20  IF:4.7/5.0 | Submit date：2022/05/13
Deep Learning  Hyperspectral Image Classification  Local Binary Pattern  Random Patches Network  
Surface Recognition via Force-Sensory Walking-Pattern Classification for Biped Robot Journal article
Luo, Aiwen, Bhattacharya, Sandip, Dutta, Sunandan, Ochi, Yoshihiro, Miura-Mattausch, Mitiko, Weng, Jian, Zhou, Yicong, Mattausch, Hans J.. Surface Recognition via Force-Sensory Walking-Pattern Classification for Biped Robot[J]. IEEE Sensors Journal, 2021, 21(8), 10061-10072.
Authors:  Luo, Aiwen;  Bhattacharya, Sandip;  Dutta, Sunandan;  Ochi, Yoshihiro;  Miura-Mattausch, Mitiko; et al.
Favorite | TC[WOS]:9 TC[Scopus]:11  IF:4.3/4.2 | Submit date：2021/12/07
Biped Robot  Force Sensor  Multi-class Svm  Surface Recognition  Walking-pattern Classification  
Pattern Mining Approaches Used in Social Media Data Review article
2020
Authors:  Jyotismita Chaki;  Nilanjan Dey;  B. K. Panigrahi;  Fuqian Shi;  Simon James Fong; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:1.0/1.1 | Submit date：2021/03/09
Social Media  Pattern Mining  Classification  Clustering  Pre-processing  Feature Extraction  Feature Selection