1. Non-iterative Knowledge Fusion in Deep Convolutional Neural Networks

   • Mikhail Iu. Leontev
   • Viktoriia Islenteva
   • Sergey V. Sukhov

   OriginalPaper 04 July 2019 Pages: 1 - 22

   

2. Domain Adaptation with Few Labeled Source Samples by Graph Regularization

   • Jinfeng Li
   • Weifeng Liu
   • Liqiang Nie

   OriginalPaper 09 July 2019 Pages: 23 - 39

   

3. Entropy-Based Fuzzy Least Squares Twin Support Vector Machine for Pattern Classification

   • Sugen Chen
   • Junfeng Cao
   • Bingbing Liu

   OriginalPaper 11 July 2019 Pages: 41 - 66

   

4. Finite-Time Stabilization for Static Neural Networks with Leakage Delay and Time-Varying Delay

   • Xiaoyu Zhang
   • Yuan Yuan
   • Xiaodi Li

   OriginalPaper 12 July 2019 Pages: 67 - 81

   

5. Robust Output Feedback Stabilization for Uncertain Discrete-Time Stochastic Neural Networks with Time-Varying Delay

   • Yali Dong
   • Huimin Wang

   OriginalPaper 12 July 2019 Pages: 83 - 103

   

6. Methodologies of Compressing a Stable Performance Convolutional Neural Networks in Image Classification

   • Mo’taz Al-Hami
   • Marcin Pietron
   • Maciej Wielgosz

   OriginalPaper 20 July 2019 Pages: 105 - 127

   

7. ELMAENet: A Simple, Effective and Fast Deep Architecture for Image Classification

   • Peiju Chang
   • Jiangshe Zhang
   • Rongrong Fei

   OriginalPaper 23 July 2019 Pages: 129 - 146

   

8. Kernel-Based Subspace Learning on Riemannian Manifolds for Visual Recognition

   • Xi Liu
   • Zhengming Ma

   OriginalPaper 25 July 2019 Pages: 147 - 165

   

9. Data-Based Online Optimal Temperature Tracking Control in Continuous Microwave Heating System by Adaptive Dynamic Programming

   • Tong Liu
   • Shan Liang
   • Kai Wang

   OriginalPaper 26 July 2019 Pages: 167 - 191

   

10. Exponential Stability and Sampled-Data Synchronization of Delayed Complex-Valued Memristive Neural Networks

    • Huilan Li
    • Xingbao Gao
    • Ruoxia Li

    OriginalPaper 26 July 2019 Pages: 193 - 209

    

11. Attentive Semantic and Perceptual Faces Completion Using Self-attention Generative Adversarial Networks

    • Xiaowei Liu
    • Kenli Li
    • Keqin Li

    ReviewPaper 27 July 2019 Pages: 211 - 229

    

12. Speed Up the Training of Neural Machine Translation

    • Xinyue Liu
    • Weixuan Wang
    • Yuangang Li

    OriginalPaper 27 July 2019 Pages: 231 - 249

    

13. Synchronous Reluctance Motor Speed Tracking Using a Modified Second-Order Sliding Mode Control Method

    • Wei-Lung Mao
    • Chao-Ting Chu
    • Chung-Wen Hung

    OriginalPaper 27 July 2019 Pages: 251 - 270

    

14. Mean-Square Exponential Input-to-State Stability of Stochastic Gene Regulatory Networks with Multiple Time Delays

    • Guoxiong Xu
    • Haibo Bao
    • Jinde Cao

    OriginalPaper 29 July 2019 Pages: 271 - 286

    

15. Action Recognition with Multiple Relative Descriptors of Trajectories

    • Zhongke Liao
    • Haifeng Hu
    • Yichu Liu

    OriginalPaper 02 August 2019 Pages: 287 - 302

    

16. A Novel Identification-Based Convex Control Scheme via Recurrent High-Order Neural Networks: An Application to the Internal Combustion Engine

    • Carlos Armenta
    • Thomas Laurain
    • Miguel Bernal

    OriginalPaper 03 August 2019 Pages: 303 - 324

    

17. Complex Projection Synchronization of Fractional-Order Complex-Valued Memristive Neural Networks with Multiple Delays

    • Dawei Ding
    • Xiaolei Yao
    • Hongwei Zhang

    OriginalPaper 05 August 2019 Pages: 325 - 345

    

18. Maximum Mean and Covariance Discrepancy for Unsupervised Domain Adaptation

    • Wenju Zhang
    • Xiang Zhang
    • Zhigang Luo

    OriginalPaper 08 August 2019 Pages: 347 - 366

    

19. Global Asymptotic Stability of Periodic Solutions for Neutral-Type BAM Neural Networks with Delays

    • Dongdong Gao
    • Jianli Li

    OriginalPaper 08 August 2019 Pages: 367 - 382

20. A High Generalizable Feature Extraction Method Using Ensemble Learning and Deep Auto-Encoders for Operational Reliability Assessment of Bearings

    • Xianguang Kong
    • Yang Fu
    • Gang Mao

    OriginalPaper 08 August 2019 Pages: 383 - 406

    

21. Finite Time Stability Analysis of Fractional-Order Complex-Valued Memristive Neural Networks with Proportional Delays

    • M. Syed Ali
    • G. Narayanan
    • Sabri Arik

    OriginalPaper 08 August 2019 Pages: 407 - 426

    

22. Improved Delay-Derivative-Dependent Stability Analysis for Generalized Recurrent Neural Networks with Interval Time-Varying Delays

    • Pin-Lin Liu

    OriginalPaper 10 August 2019 Pages: 427 - 448

    

23. On Infinite Horizon Optimal Control Problems with a Feed Forward Neural Network Scheme

    • Marziyeh Mortezaee
    • Alireza Nazemi

    OriginalPaper 12 August 2019 Pages: 449 - 471

    

24. A New ExtendFace Representation Method for Face Recognition

    • Jianqiang Gao
    • Li Li
    • Bin Guo

    OriginalPaper 12 August 2019 Pages: 473 - 486

    

25. Deep Learning Architectures for Accurate Millimeter Wave Positioning in 5G

    • João Gante
    • Gabriel Falcão
    • Leonel Sousa

    OriginalPaper 13 August 2019 Pages: 487 - 514

    

26. A Novel Geometric Mean Feature Space Discriminant Analysis Method for Hyperspectral Image Feature Extraction

    • Li Li
    • Hongwei Ge
    • Jun Sun

    OriginalPaper 13 August 2019 Pages: 515 - 542

    

27. Novel Sufficient Conditions on Periodic Solutions for Discrete-Time Neutral-Type Neural Networks

    • Dan He
    • Bin Zhou
    • Zhengqiu Zhang

    OriginalPaper 21 August 2019 Pages: 543 - 557

    

28. Distributed Neuro-Dynamic Algorithm for Price-Based Game in Energy Consumption System

    • Shifan Wen
    • Xing He
    • Tingwen Huang

    OriginalPaper 23 August 2019 Pages: 559 - 575

    

29. Improved Data Modeling Using Coupled Artificial Neural Networks

    • Zvi Boger
    • Danny Kogan
    • Yehuda Zeiri

    OriginalPaper 26 August 2019 Pages: 577 - 590

    

30. A Unified Self-Stabilizing Neural Network Algorithm for Principal Takagi Component Extraction

    • Maolin Che
    • Xuezhong Wang
    • Yimin Wei

    OriginalPaper 26 August 2019 Pages: 591 - 610

    

31. Dimensionality Reduction Using Discriminant Collaborative Locality Preserving Projections

    • Guoqiang Wang
    • Lei Gong
    • Nianfeng Shi

    OriginalPaper 27 August 2019 Pages: 611 - 638

    

32. Discriminative Face Recognition Methods with Structure and Label Information via \(l_2\)-Norm Regularization

    • Keqi Wang
    • Haifeng Hu
    • Tundong Liu

    OriginalPaper 28 August 2019 Pages: 639 - 655

    

33. Unsupervised Video Object Segmentation Based on Mixture Models and Saliency Detection

    • Guofeng Lin
    • Wentao Fan

    OriginalPaper 28 August 2019 Pages: 657 - 674

    

34. An Improved Flower Pollination Algorithm with Three Strategies and Its Applications

    • Xin Yang
    • Yanjun Shen

    OriginalPaper 29 August 2019 Pages: 675 - 695

    

35. Higher-Order ZNN Dynamics

    • Predrag S. Stanimirović
    • Vasilios N. Katsikis
    • Shuai Li

    OriginalPaper 29 August 2019 Pages: 697 - 721

    

36. Non-negative Matrix Factorization with Symmetric Manifold Regularization

    • Shangming Yang
    • Yongguo Liu
    • Chuanbiao Wen

    OriginalPaper 30 August 2019 Pages: 723 - 748

    

37. A Discriminative Approach to Sentiment Classification

    • Guangmin Li
    • Zhiwei Lin
    • Xin Wei

    OriginalPaper 11 September 2019 Pages: 749 - 758

38. Random Regrouping and Factorization in Cooperative Particle Swarm Optimization Based Large-Scale Neural Network Training

    • Cody Dennis
    • Beatrice M. Ombuki-Berman
    • Andries P. Engelbrecht

    OriginalPaper 13 September 2019 Pages: 759 - 796

    

39. Learning Biased SVM with Weighted Within-Class Scatter for Imbalanced Classification

    • Jing-Jing Zhang
    • Ping Zhong

    OriginalPaper 16 September 2019 Pages: 797 - 817

    

40. AR–ARCH Type Artificial Neural Network for Forecasting

    • Burcin Seyda Corba
    • Erol Egrioglu
    • Ali Zafer Dalar

    OriginalPaper 18 September 2019 Pages: 819 - 836

    

41. Traffic Signs Detection for Real-World Application of an Advanced Driving Assisting System Using Deep Learning

    • Riadh Ayachi
    • Mouna Afif
    • Mohamed Atri

    OriginalPaper 19 September 2019 Pages: 837 - 851

    

42. Deep Feature Fusion for High-Resolution Aerial Scene Classification

    • Heng Wang
    • Yunlong Yu

    OriginalPaper 27 September 2019 Pages: 853 - 865

    

43. A Novel Delay-Dependent Criterion for Global Power Stability of Cellular Neural Networks with Proportional Delay

    • Kaizhong Guan
    • Jun Xi

    OriginalPaper 28 September 2019 Pages: 867 - 880

    

44. Learning the Graph Edit Costs Based on a Learning Model Applied to Sub-optimal Graph Matching

    • Pep Santacruz
    • Francesc Serratosa

    OriginalPaper 30 September 2019 Pages: 881 - 904

    

45. Training a Neural Network for Cyberattack Classification Applications Using Hybridization of an Artificial Bee Colony and Monarch Butterfly Optimization

    • Waheed A. H. M. Ghanem
    • Aman Jantan

    OriginalPaper 01 October 2019 Pages: 905 - 946

    

46. Stochastic Quasi-Synchronization of Delayed Neural Networks: Pinning Impulsive Scheme

    • Lijun Pan

    OriginalPaper 04 October 2019 Pages: 947 - 962

    

47. Second Order Training and Sizing for the Multilayer Perceptron

    • Kanishka Tyagi
    • Son Nguyen
    • Michael Manry

    OriginalPaper 08 October 2019 Pages: 963 - 991

    

48. Adaptively Denoising Proposal Collection for Weakly Supervised Object Localization

    • Wenju Xu
    • Yuanwei Wu
    • Guanghui Wang

    OriginalPaper 08 October 2019 Pages: 993 - 1006

    

49. Tuning Parameter Selection Based on Blocked \(3\times 2\) Cross-Validation for High-Dimensional Linear Regression Model

    • Xingli Yang
    • Yu Wang
    • Jihong Li

    OriginalPaper 15 October 2019 Pages: 1007 - 1029

    

50. Multi-class Review Rating Classification using Deep Recurrent Neural Network

    • Junaid Hassan
    • Umar Shoaib

    OriginalPaper 15 October 2019 Pages: 1031 - 1048