Ausgabe 15/2021
Inhalt (50 Artikel)
Distributed biological computation: from oscillators, logic gates and switches to a multicellular processor and neural computing applications
Miha Moškon, Roman Komac, Nikolaj Zimic, Miha Mraz
Harris hawks optimization: a comprehensive review of recent variants and applications
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
Esther-Lydia Silva-Ramírez, Juan-Francisco Cabrera-Sánchez
Accurate on-line support vector regression incorporated with compensated prior knowledge
Zhenyu Liu, Yunkun Xu, Guifang Duan, Chan Qiu, Jianrong Tan
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
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
A deep multi-source adaptation transfer network for cross-subject electroencephalogram emotion recognition
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
Afnan M. Alhassan, Wan Mohd Nazmee Wan Zainon
Deep neural network architectures for dysarthric speech analysis and recognition
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)
Debashisa Samal, P. K. Dash, Ranjeeta Bisoi
FER-net: facial expression recognition using deep neural net
Karnati Mohan, Ayan Seal, Ondrej Krejcar, Anis Yazidi
Scalable image decomposition
Hwanbok Mun, Gang-Joon Yoon, Jinjoo Song, Sang Min Yoon
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
An energy efficient intelligent torque vectoring approach based on fuzzy logic controller and neural network tire forces estimator
Alberto Parra, Asier Zubizarreta, Joshué Pérez
Application of solely self-attention mechanism in CSI-fingerprinting-based indoor localization
Kabo Poloko Nkabiti, Yueyun Chen
A picture fuzzy similarity measure based on direct operations and novel multi-attribute decision-making method
Abdul Haseeb Ganie, Surender Singh
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
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
A novel adaptive control design method for stochastic nonlinear systems using neural network
Mohammad Mahdi Aghajary, Arash Gharehbaghi
Surface crack detection using deep learning with shallow CNN architecture for enhanced computation
Bubryur Kim, N. Yuvaraj, K. R. Sri Preethaa, R. Arun Pandian
Deep forest regression based on cross-layer full connection
Jian Tang, Heng Xia, Jian Zhang, Junfei Qiao, Wen Yu
Handwritten Bangla city name word recognition using CNN-based transfer learning and FCN
Rahul Pramanik, Soumen Bag
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
Speech synthesis using generative adversarial network for improving readability of Hindi words to recuperate from dyslexia
Geeta Atkar, Priyadarshini Jayaraju
Optimal tracking control of switched systems applied in grid-connected hybrid generation using reinforcement learning
Jiayue Sun, Huaguang Zhang, Yingchun Wang, Mingrui Fu
DM-CTSA: a discriminative multi-focused and complementary temporal/spatial attention framework for action recognition
Ming Tong, Kaibo Yan, Lei Jin, Xing Yue, Mingyang Li
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
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
Optimizing a two-level closed-loop supply chain under the vendor managed inventory contract and learning: Fibonacci, GA, IWO, MFO algorithms
Fatemeh Keshavarz-Ghorbani, Seyed Hamid Reza Pasandideh
AutoFM: an efficient factorization machine model via probabilistic auto-encoders
Tianlin Huang, Lvqing Bi, Ning Wang, Defu Zhang
Hardware implementation of radial-basis neural networks with Gaussian activation functions on FPGA
Volodymyr Shymkovych, Sergii Telenyk, Petro Kravets
Similarity measures for type-2 fuzzy sets and application in MCDM
Wen Jiang, Yu Zhong, Xinyang Deng
An adaptive regeneration framework based on search space adjustment for differential evolution
Gaoji Sun, Chunlei Li, Libao Deng
Neural adaptive appointed-time control for flexible air-breathing hypersonic vehicles: an event-triggered case
Yi Shi, Xingling Shao
Design optimization for a compliant mechanism based on computational intelligence method
Ngoc Le Chau, Ngoc Thoai Tran, Thanh-Phong Dao
FDPPGAN: remote sensing image fusion based on deep perceptual patchGAN
Yue Pan, Dechang Pi, Junfu Chen, Han Meng
ADINOF: adaptive density summarizing incremental natural outlier detection in data stream
Manmohan Singh, Rajendra Pamula
Efficient and effective training of sparse recurrent neural networks
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
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
Abdelghani Harrag, Hegazy Rezk
HPWO-LS-based deep learning approach with S-ROA-optimized optic cup segmentation for fundus image classification
J. Ramya, M. P. Rajakumar, B. Uma Maheswari
Single class detection-based deep learning approach for identification of road safety attributes
Pubudu Sanjeewani, Brijesh Verma
Signals classification based on IA-optimal CNN
Yalun Zhang, Wenjing Yu, Lin He, Lilin Cui, Guo Cheng
Self-guided deep deterministic policy gradient with multi-actor
Hongming Chen, Quan Liu, Shan Zhong
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
A deep embedding model for knowledge graph completion based on attention mechanism
Jin Huang, TingHua Zhang, Jia Zhu, Weihao Yu, Yong Tang, Yang He
BiLSTM and dynamic fuzzy AHP-GA method for procedural game level generation
Murat İnce
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