Issue 1/2021
Content (39 Articles)
Exploring Implicit and Explicit Geometrical Structure of Data for Deep Embedded Clustering
Xiaofei Zhu, Khoi Duy Do, Jiafeng Guo, Jun Xu, Stefan Dietze
Leader-Following Consensus of Non-linear Multi-agent Systems with Interval Time-Varying Delay via Impulsive Control
M. Syed Ali, R. Agalya, Zeynep Orman, Sabri Arik
Evolved Fuzzy Min-Max Neural Network for Unknown Labeled Data and its Application on Defect Recognition in Depth
Yanjuan Ma, Jinhai Liu, Yan Zhao
A New Varying-Parameter Design Formula for Solving Time-Varying Problems
Predrag S. Stanimirović, Vasilios N. Katsikis, Dimitrios Gerontitis
Estimating the Depth of Anesthesia During the Induction by a Novel Adaptive Neuro-Fuzzy Inference System: A Case Study
Najmeh Jamali, Ahmad Sadegheih, M. M. Lotfi, Lincoln C. Wood, M. J. Ebadi
A Novel Enhanced Naïve Bayes Posterior Probability (ENBPP) Using Machine Learning: Cyber Threat Analysis
Ayan Sentuna, Abeer Alsadoon, P. W. C. Prasad, Maha Saadeh, Omar Hisham Alsadoon
Context Module Based Multi-patch Hierarchical Network for Motion Deblurring
Kang Tang, Dahong Xu, Hong Liu, Zhixin Zeng
Real-Time Lossy Audio Signal Reconstruction Using Novel Sliding Based Multi-instance Linear Regression/Random Forest and Enhanced CGPANN
Nadia Masood Khan, Gul Muhammad Khan
Joint Spectral Clustering based on Optimal Graph and Feature Selection
Jinting Zhu, Julian Jang-Jaccard, Tong Liu, Jukai Zhou
Leader-Following Mean Square Consensus of Stochastic Multi-agent Systems via Periodically Intermittent Event-Triggered Control
Xiaoying Liu, Hongbo Fu, Lei Liu
Finite-Time Stabilization of Memristive Neural Networks with Time Delays
Leimin Wang, Jie Wu, Xinmei Wang
Densemask RCNN: A Hybrid Model for Skin Burn Image Classification and Severity Grading
C. Pabitha, B. Vanathi
Stick-Breaking Dependent Beta Processes with Variational Inference
Zehui Cao, Jing Zhao, Shiliang Sun
Identification of Nonlinear Dynamical System Based on Raised-Cosine Radial Basis Function Neural Networks
Guo Luo, Zhi Yang, Choujun Zhan, Qizhi Zhang
Label-Embedding Bi-directional Attentive Model for Multi-label Text Classification
Naiyin Liu, Qianlong Wang, Jiangtao Ren
Online Support Vector Regression Based Adaptive NARMA-L2 Controller for Nonlinear Systems
Kemal Uçak, Gülay Öke Günel
Political Optimizer Based Feedforward Neural Network for Classification and Function Approximation
Qamar Askari, Irfan Younas
Multi-class support vector machine based on the minimization of class variance
Zhiqiang Zhang, Zeqian Xu, Junyan Tan, Hui Zou
Computation of CNN’s Sensitivity to Input Perturbation
Lin Xiang, Xiaoqin Zeng, Shengli Wu, Yanjun Liu, Baohua Yuan
The Future of Human Activity Recognition: Deep Learning or Feature Engineering?
Ria Kanjilal, Ismail Uysal
Manifold Preserving CNN for Pixel-Based Object Labelling in Images for High Dimensional Feature spaces
Vishal Srivastava, Bhaskar Biswas
Bifurcations Induced by Self-connection Delay in High-Order Fractional Neural Networks
Chengdai Huang, Jinde Cao
Object Reconstruction Based on Attentive Recurrent Network from Single and Multiple Images
Zishu Gao, En Li, Zhe Wang, Guodong Yang, Jiwu Lu, Bo Ouyang, Dawei Xu, Zize Liang
Deep Neural Networks Regularization Using a Combination of Sparsity Inducing Feature Selection Methods
Fatemeh Farokhmanesh, Mohammad Taghi Sadeghi
Use of Neural Network Based Prediction Algorithms for Powering Up Smart Portable Accessories
Zakria Qadir, Enver Ever, Canras Batunlu
Network-Based Filtering for Descriptor Markovian Jump Systems with a Novel Neural Network Event-Triggered Scheme
Yuzhong Wang, Tie Zhang, Si Chen, Junchao Ren
Complete Stacked Denoising Auto-Encoders for Regression
María-Elena Fernández-García, José-Luis Sancho-Gómez, Antonio Ros-Ros, Aníbal R. Figueiras-Vidal
Pseudo Almost Automorphic Solutions of Neutral Type Clifford-Valued High-Order Hopfield Neural Networks with D Operator
Chaouki Aouiti, Farah Dridi, Qing Hui, Emmanuel Moulay
Mean Square Stabilization of Neural Networks with Weighted Try once Discard Protocol and State Observer
Linxiang Qi, Kaibo Shi, Chengdong Yang, Shiping Wen
Online Social Network Security: A Comparative Review Using Machine Learning and Deep Learning
Chanchal Kumar, Taran Singh Bharati, Shiv Prakash
Correction to: Fukunaga–Koontz Convolutional Network with Applications on Character Classification
Bernardo B. Gatto, Eulanda M. dos Santos, Kazuhiro Fukui, Waldir S. S. Júnior, Kenny V. dos Santos