Ausgabe 15/2021
Inhalt (50 Artikel)
Distributed biological computation: from oscillators, logic gates and switches to a multicellular processor and neural computing applications
- Review
Miha Moškon, Roman Komac, Nikolaj Zimic, Miha Mraz
Harris hawks optimization: a comprehensive review of recent variants and applications
- Review
Hamzeh Mohammad Alabool, Deemah Alarabiat, Laith Abualigah, Ali Asghar Heidari
Co-active neuro-fuzzy inference system model as single imputation approach for non-monotone pattern of missing data
- Original Article
Esther-Lydia Silva-Ramírez, Juan-Francisco Cabrera-Sánchez
Accurate on-line support vector regression incorporated with compensated prior knowledge
- Original Article
Zhenyu Liu, Yunkun Xu, Guifang Duan, Chan Qiu, Jianrong Tan
Multi-objectives TLBO hybrid method to select the related risk features with rheumatism disease
- Original Article
Fadhaa O. Sameer, Mohammed. J. Al-obaidi, Wasan W. Al-bassam, Ali H. Ad’hiah
Weakly supervised semantic segmentation by iteratively refining optimal segmentation with deep cues guidance
- Original Article
Zaid Al-Huda, Bo Peng, Yan Yang, Riyadh Nazar Ali Algburi, Muqeet Ahmad, Faisal Khurshid, Khaled Moghalles
A deep multi-source adaptation transfer network for cross-subject electroencephalogram emotion recognition
- Original Article
Fei Wang, Weiwei Zhang, Zongfeng Xu, Jingyu Ping, Hao Chu
Brain tumor classification in magnetic resonance image using hard swish-based RELU activation function-convolutional neural network
- Original Article
Afnan M. Alhassan, Wan Mohd Nazmee Wan Zainon
Deep neural network architectures for dysarthric speech analysis and recognition
- Original Article
Brahim Fares Zaidi, Sid Ahmed Selouani, Malika Boudraa, Mohammed Sidi Yakoub
Automatic identification of epileptic seizure signal using optimized added kernel support vector machine (OAKSVM)
- Original Article
Debashisa Samal, P. K. Dash, Ranjeeta Bisoi
FER-net: facial expression recognition using deep neural net
- Original Article
Karnati Mohan, Ayan Seal, Ondrej Krejcar, Anis Yazidi
Scalable image decomposition
- Original Article
Hwanbok Mun, Gang-Joon Yoon, Jinjoo Song, Sang Min Yoon
Deep learning to classify ultra-high-energy cosmic rays by means of PMT signals
- Original Article
F. Carrillo-Perez, L. J. Herrera, J. M. Carceller, A. Guillén
An energy efficient intelligent torque vectoring approach based on fuzzy logic controller and neural network tire forces estimator
- Original Article
Alberto Parra, Asier Zubizarreta, Joshué Pérez
Application of solely self-attention mechanism in CSI-fingerprinting-based indoor localization
- Original Article
Kabo Poloko Nkabiti, Yueyun Chen
A picture fuzzy similarity measure based on direct operations and novel multi-attribute decision-making method
- Original Article
Abdul Haseeb Ganie, Surender Singh
Full-state neural network observer-based hybrid quantum diagonal recurrent neural network adaptive tracking control
- Original Article
Ahmed Elkenawy, Ahmad M. El-Nagar, Mohammad El-Bardini, Nabila M. El-Rabaie
ID-Net: an improved mask R-CNN model for intrusion detection under power grid surveillance
- Original Article
Feng Gao, Shengchang Ji, Jie Guo, Qun Li, Yuzhu Ji, Yang Liu, Simeng Feng, Haokun Wei, Nan Wang, Biao Yang
A novel adaptive control design method for stochastic nonlinear systems using neural network
- Open Access
- Original Article
Mohammad Mahdi Aghajary, Arash Gharehbaghi
Surface crack detection using deep learning with shallow CNN architecture for enhanced computation
- Original Article
Bubryur Kim, N. Yuvaraj, K. R. Sri Preethaa, R. Arun Pandian
Deep forest regression based on cross-layer full connection
- Original Article
Jian Tang, Heng Xia, Jian Zhang, Junfei Qiao, Wen Yu
Handwritten Bangla city name word recognition using CNN-based transfer learning and FCN
- Original Article
Rahul Pramanik, Soumen Bag
Cross-sample entropy for the study of coordinated brain activity in calm and distress conditions with electroencephalographic recordings
- Original Article
Beatriz García-Martínez, Antonio Fernández-Caballero, Raúl Alcaraz, Arturo Martínez-Rodrigo
Speech synthesis using generative adversarial network for improving readability of Hindi words to recuperate from dyslexia
- Original Article
Geeta Atkar, Priyadarshini Jayaraju
Optimal tracking control of switched systems applied in grid-connected hybrid generation using reinforcement learning
- Original Article
Jiayue Sun, Huaguang Zhang, Yingchun Wang, Mingrui Fu
DM-CTSA: a discriminative multi-focused and complementary temporal/spatial attention framework for action recognition
- Original Article
Ming Tong, Kaibo Yan, Lei Jin, Xing Yue, Mingyang Li
On-chip trainable hardware-based deep Q-networks approximating a backpropagation algorithm
- Open Access
- Original Article
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
Deep neural networks architecture driven by problem-specific information
- Original Article
Daniel Urda, Francisco J. Veredas, Javier González-Enrique, Juan J. Ruiz-Aguilar, Jose M. Jerez, Ignacio J. Turias
Optimizing a two-level closed-loop supply chain under the vendor managed inventory contract and learning: Fibonacci, GA, IWO, MFO algorithms
- Original Article
Fatemeh Keshavarz-Ghorbani, Seyed Hamid Reza Pasandideh
AutoFM: an efficient factorization machine model via probabilistic auto-encoders
- Original Article
Tianlin Huang, Lvqing Bi, Ning Wang, Defu Zhang
Hardware implementation of radial-basis neural networks with Gaussian activation functions on FPGA
- Open Access
- Original Article
Volodymyr Shymkovych, Sergii Telenyk, Petro Kravets
Similarity measures for type-2 fuzzy sets and application in MCDM
- Original Article
Wen Jiang, Yu Zhong, Xinyang Deng
An adaptive regeneration framework based on search space adjustment for differential evolution
- Original Article
Gaoji Sun, Chunlei Li, Libao Deng
Neural adaptive appointed-time control for flexible air-breathing hypersonic vehicles: an event-triggered case
- Original Article
Yi Shi, Xingling Shao
Design optimization for a compliant mechanism based on computational intelligence method
- Original Article
Ngoc Le Chau, Ngoc Thoai Tran, Thanh-Phong Dao
FDPPGAN: remote sensing image fusion based on deep perceptual patchGAN
- Original Article
Yue Pan, Dechang Pi, Junfu Chen, Han Meng
ADINOF: adaptive density summarizing incremental natural outlier detection in data stream
- Original Article
Manmohan Singh, Rajendra Pamula
Efficient and effective training of sparse recurrent neural networks
- Open Access
- Original Article
Shiwei Liu, Iftitahu Ni’mah, Vlado Menkovski, Decebal Constantin Mocanu, Mykola Pechenizkiy
Application of artificial intelligence based on deep learning in breast cancer screening and imaging diagnosis
- Original Article
Yang Wang, Fuqian Yang, Jun Zhang, Huidong Wang, Xianwen Yue, Shanshan Liu
Indirect P&O type-2 fuzzy-based adaptive step MPPT for proton exchange membrane fuel cell
- Original Article
Abdelghani Harrag, Hegazy Rezk
HPWO-LS-based deep learning approach with S-ROA-optimized optic cup segmentation for fundus image classification
- Original Article
J. Ramya, M. P. Rajakumar, B. Uma Maheswari
Single class detection-based deep learning approach for identification of road safety attributes
- Original Article
Pubudu Sanjeewani, Brijesh Verma
Signals classification based on IA-optimal CNN
- Original Article
Yalun Zhang, Wenjing Yu, Lin He, Lilin Cui, Guo Cheng
Self-guided deep deterministic policy gradient with multi-actor
- Original Article
Hongming Chen, Quan Liu, Shan Zhong
Insight into an unsupervised two-step sparse transfer learning algorithm for speech diagnosis of Parkinson’s disease
- Original Article
Yongming Li, Xinyue Zhang, Pin Wang, Xiaoheng Zhang, Yuchuan Liu
A deep embedding model for knowledge graph completion based on attention mechanism
- Original Article
Jin Huang, TingHua Zhang, Jia Zhu, Weihao Yu, Yong Tang, Yang He
BiLSTM and dynamic fuzzy AHP-GA method for procedural game level generation
- S.I. : Neuro, fuzzy and their hybridization
Murat İnce
Predicting catastrophic temperature changes based on past events via a CNN-LSTM regression mechanism
- Original Article
Syed Adnan Yusuf, Abdulrahman A. Alshdadi, Madini O. Alassafi, Rayed AlGhamdi, Abdul Samad
