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Neural Computing and Applications

Ausgabe 15/2021

Inhalt (50 Artikel)

Review

Harris hawks optimization: a comprehensive review of recent variants and applications

Hamzeh Mohammad Alabool, Deemah Alarabiat, Laith Abualigah, Ali Asghar Heidari

Original Article

Co-active neuro-fuzzy inference system model as single imputation approach for non-monotone pattern of missing data

Esther-Lydia Silva-Ramírez, Juan-Francisco Cabrera-Sánchez

Original Article

Accurate on-line support vector regression incorporated with compensated prior knowledge

Zhenyu Liu, Yunkun Xu, Guifang Duan, Chan Qiu, Jianrong Tan

Original Article

Multi-objectives TLBO hybrid method to select the related risk features with rheumatism disease

Fadhaa O. Sameer, Mohammed. J. Al-obaidi, Wasan W. Al-bassam, Ali H. Ad’hiah

Original Article

Weakly supervised semantic segmentation by iteratively refining optimal segmentation with deep cues guidance

Zaid Al-Huda, Bo Peng, Yan Yang, Riyadh Nazar Ali Algburi, Muqeet Ahmad, Faisal Khurshid, Khaled Moghalles

Original Article

A deep multi-source adaptation transfer network for cross-subject electroencephalogram emotion recognition

Fei Wang, Weiwei Zhang, Zongfeng Xu, Jingyu Ping, Hao Chu

Original Article

Deep neural network architectures for dysarthric speech analysis and recognition

Brahim Fares Zaidi, Sid Ahmed Selouani, Malika Boudraa, Mohammed Sidi Yakoub

Original Article

FER-net: facial expression recognition using deep neural net

Karnati Mohan, Ayan Seal, Ondrej Krejcar, Anis Yazidi

Original Article

Scalable image decomposition

Hwanbok Mun, Gang-Joon Yoon, Jinjoo Song, Sang Min Yoon

Original Article

Deep learning to classify ultra-high-energy cosmic rays by means of PMT signals

F. Carrillo-Perez, L. J. Herrera, J. M. Carceller, A. Guillén

Original Article

Full-state neural network observer-based hybrid quantum diagonal recurrent neural network adaptive tracking control

Ahmed Elkenawy, Ahmad M. El-Nagar, Mohammad El-Bardini, Nabila M. El-Rabaie

Original Article

ID-Net: an improved mask R-CNN model for intrusion detection under power grid surveillance

Feng Gao, Shengchang Ji, Jie Guo, Qun Li, Yuzhu Ji, Yang Liu, Simeng Feng, Haokun Wei, Nan Wang, Biao Yang

Open Access Original Article

A novel adaptive control design method for stochastic nonlinear systems using neural network

Mohammad Mahdi Aghajary, Arash Gharehbaghi

Original Article

Surface crack detection using deep learning with shallow CNN architecture for enhanced computation

Bubryur Kim, N. Yuvaraj, K. R. Sri Preethaa, R. Arun Pandian

Original Article

Deep forest regression based on cross-layer full connection

Jian Tang, Heng Xia, Jian Zhang, Junfei Qiao, Wen Yu

Original Article

Cross-sample entropy for the study of coordinated brain activity in calm and distress conditions with electroencephalographic recordings

Beatriz García-Martínez, Antonio Fernández-Caballero, Raúl Alcaraz, Arturo Martínez-Rodrigo

Open Access Original Article

On-chip trainable hardware-based deep Q-networks approximating a backpropagation algorithm

Jangsaeng Kim, Dongseok Kwon, Sung Yun Woo, Won-Mook Kang, Soochang Lee, Seongbin Oh, Chul-Heung Kim, Jong-Ho Bae, Byung-Gook Park, Jong-Ho Lee

Original Article

Deep neural networks architecture driven by problem-specific information

Daniel Urda, Francisco J. Veredas, Javier González-Enrique, Juan J. Ruiz-Aguilar, Jose M. Jerez, Ignacio J. Turias

Original Article

AutoFM: an efficient factorization machine model via probabilistic auto-encoders

Tianlin Huang, Lvqing Bi, Ning Wang, Defu Zhang

Open Access Original Article

Hardware implementation of radial-basis neural networks with Gaussian activation functions on FPGA

Volodymyr Shymkovych, Sergii Telenyk, Petro Kravets

Original Article

Similarity measures for type-2 fuzzy sets and application in MCDM

Wen Jiang, Yu Zhong, Xinyang Deng

Original Article

DCA for online prediction with expert advice

Hoai An Le Thi, Vinh Thanh Ho

Original Article

Design optimization for a compliant mechanism based on computational intelligence method

Ngoc Le Chau, Ngoc Thoai Tran, Thanh-Phong Dao

Original Article

FDPPGAN: remote sensing image fusion based on deep perceptual patchGAN

Yue Pan, Dechang Pi, Junfu Chen, Han Meng

Open Access Original Article

Efficient and effective training of sparse recurrent neural networks

Shiwei Liu, Iftitahu Ni’mah, Vlado Menkovski, Decebal Constantin Mocanu, Mykola Pechenizkiy

Original Article

Application of artificial intelligence based on deep learning in breast cancer screening and imaging diagnosis

Yang Wang, Fuqian Yang, Jun Zhang, Huidong Wang, Xianwen Yue, Shanshan Liu

Original Article

Signals classification based on IA-optimal CNN

Yalun Zhang, Wenjing Yu, Lin He, Lilin Cui, Guo Cheng

Original Article

Self-guided deep deterministic policy gradient with multi-actor

Hongming Chen, Quan Liu, Shan Zhong

Original Article

Insight into an unsupervised two-step sparse transfer learning algorithm for speech diagnosis of Parkinson’s disease

Yongming Li, Xinyue Zhang, Pin Wang, Xiaoheng Zhang, Yuchuan Liu

Original Article

A deep embedding model for knowledge graph completion based on attention mechanism

Jin Huang, TingHua Zhang, Jia Zhu, Weihao Yu, Yong Tang, Yang He

S.I. : Neuro, fuzzy and their hybridization

BiLSTM and dynamic fuzzy AHP-GA method for procedural game level generation

Murat İnce

Original Article

Predicting catastrophic temperature changes based on past events via a CNN-LSTM regression mechanism

Syed Adnan Yusuf, Abdulrahman A. Alshdadi, Madini O. Alassafi, Rayed AlGhamdi, Abdul Samad