Ausgabe 17/2021
Special Issue on Hybridization of Neural Computing with Nature Inspired Algorithms (pp.10617/10880)
Inhalt (50 Artikel)
S. I: hybridization of neural computing with nature-inspired algorithms
Hari Mohan Pandey, Nik Bessis, Neeraj Kumar, Ankit Chaudhary
RETRACTED ARTICLE: Comparative analysis of time series model and machine testing systems for crime forecasting
Sudan Jha, Eunmok Yang, Alaa Omran Almagrabi, Ali Kashif Bashir, Gyanendra Prasad Joshi
Nature-inspired algorithm-based secure data dissemination framework for smart city networks
Kashif Naseer Qureshi, Awais Ahmad, Francesco Piccialli, Giampaolo Casolla, Gwanggil Jeon
Deep Q-network-based multi-criteria decision-making framework for virtual simulation environment
Hyeonjun Jang, Shujia Hao, Phuong Minh Chu, Pradip Kumar Sharma, Yunsick Sung, Kyungeun Cho
VNE strategy based on chaos hybrid flower pollination algorithm considering multi-criteria decision making
Peiying Zhang, Fanglin Liu, Gagangeet Singh Aujla, Sahil Vashisht
A novel equilibrium optimization algorithm for multi-thresholding image segmentation problems
Mohamed Abdel-Basset, Victor Chang, Reda Mohamed
A deep learning-based hybrid model for recommendation generation and ranking
N. Sivaramakrishnan, V. Subramaniyaswamy, Amelec Viloria, V. Vijayakumar, N. Senthilselvan
Lung nodules detection using semantic segmentation and classification with optimal features
Talha Meraj, Hafiz Tayyab Rauf, Saliha Zahoor, Arslan Hassan, M. IkramUllah Lali, Liaqat Ali, Syed Ahmad Chan Bukhari, Umar Shoaib
Synergetic fusion of energy optimization and waste heat reutilization using nature-inspired algorithms: a case study of Kraft recovery process
Smitarani Pati, Drishti Yadav, Om Prakash Verma
Investigation of multiple heterogeneous relationships using a q-rung orthopair fuzzy multi-criteria decision algorithm
Zaoli Yang, Harish Garg, Jinqiu Li, Gautam Srivastava, Zehong Cao
Neural image reconstruction using a heuristic validation mechanism
Dawid Połap, Gautam Srivastava
Detection of abnormal brain in MRI via improved AlexNet and ELM optimized by chaotic bat algorithm
Siyuan Lu, Shui-Hua Wang, Yu-Dong Zhang
A hybrid approach for search and rescue using 3DCNN and PSO
Balmukund Mishra, Deepak Garg, Pratik Narang, Vipul Mishra
A fuzzy compromise approach for solving multi-objective stratified sampling design
Shazia Ghufran, Srikant Gupta, Aquil Ahmed
An adaptive hybrid differential evolution algorithm for continuous optimization and classification problems
Hafiz Tayyab Rauf, Waqas Haider Khan Bangyal, M. Ikramullah Lali
Classification of immature white blood cells in acute lymphoblastic leukemia L1 using neural networks particle swarm optimization
Rosi Indah Agustin, Agus Arif, Usi Sukorini
Machine learning for landslides prevention: a survey
Zhengjing Ma, Gang Mei, Francesco Piccialli
Feature learning using convolutional denoising autoencoder for activity recognition
Mohd Halim Mohd Noor
Effective offline handwritten text recognition model based on a sequence-to-sequence approach with CNN–RNN networks
R. Geetha, T. Thilagam, T. Padmavathy
A queuing network simulation optimization method for coordination control of passenger flow in urban rail transit stations
Jun Liu, Lu Hu, Xinpei Xu, Jiayuan Wu
Astute, fine and fast method of iris segmentation in unlimited circumstances
Mohammad Mahdi Samsami, Seyed Mohammad Salar Zaheryani, Mehran Yazdi
MOORA models based on new score function of interval-valued intuitionistic sets and apply to select materials for mushroom cultivation
Nguyen Xuan Thao
A multidisciplinary ensemble algorithm for clustering heterogeneous datasets
Bryar A. Hassan, Tarik A. Rashid
A multi-objective Monarch Butterfly Algorithm for virtual machine placement in cloud computing
Mohamed Ghetas
S-shaped versus V-shaped transfer functions for binary Manta ray foraging optimization in feature selection problem
Kushal Kanti Ghosh, Ritam Guha, Suman Kumar Bera, Neeraj Kumar, Ram Sarkar
Black-, gray-, and white-box modeling of biogas production rate from a real-scale anaerobic sludge digestion system in a biological and advanced biological treatment plant
Kaan Yetilmezsoy, Kevser Karakaya, Majid Bahramian, Sabah Ahmed Abdul-Wahab, Bülent İlhan Goncaloğlu
A novel context-aware recommender system based on a deep sequential learning approach (CReS)
Tipajin Thaipisutikul, Timothy K. Shih
Attentive Hybrid Recurrent Neural Networks for sequential recommendation
Lixiang Zhang, Peisen Wang, Jingchen Li, Zhiwei Xiao, Haobin Shi
Graph convolutional networks with attention for multi-label weather recognition
Kezhen Xie, Zhiqiang Wei, Lei Huang, Qibing Qin, Wenfeng Zhang
Optimization of decoupling point position using metaheuristic evolutionary algorithms for smart mass customization manufacturing
C. D. James, Sandeep Mondal
Learning knowledge graph embedding with a bi-directional relation encoding network and a convolutional autoencoder decoding network
Kairong Hu, Hai Liu, Choujun Zhan, Yong Tang, Tianyong Hao
LSTM training set analysis and clustering model development for short-term traffic flow prediction
Erdem Doğan
Pricing policy on a dual competitive channel for a green product under fuzzy conditions
Mohammad-Bagher Jamali, Mohammad-Ali Gorji, Mehdi Iranpoor
Evolutionary synthetic oversampling technique and cocktail ensemble model for warfarin dose prediction with imbalanced data
Yanyun Tao, Bin Jiang, Ling Xue, Cheng Xie, Yuzhen Zhang
A robust model for domain recognition of acoustic communication using Bidirectional LSTM and deep neural network.
Sandeep Rathor, Sanket Agrawal
A novel ensemble method for classification in imbalanced datasets using split balancing technique based on instance hardness (sBal_IH)
Halimu Chongomweru, Asem Kasem
Kernel ridge regression model for sediment transport in open channel flow
Mir Jafar Sadegh Safari, Shervin Rahimzadeh Arashloo
DENet: a deep architecture for audio surveillance applications
Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento
Viscous dissipation and MHD hybrid nanofluid flow towards an exponentially stretching/shrinking surface
N. A. Zainal, R. Nazar, K. Naganthran, I. Pop
A dual deep neural network with phrase structure and attention mechanism for sentiment analysis
Dongning Rao, Sihong Huang, Zhihua Jiang, Ganesh Gopal Deverajan, Rizwan Patan
Designing mm-wave electromagnetic engineered surfaces using generative adversarial networks
Sanaz Mohammadjafari, Ozan Ozyegen, Mucahit Cevik, Emir Kavurmacioglu, Jonathan Ethier, Ayse Basar
ESRE: handling repeated entities in distant supervised relation extraction
Xin Sun, Jinghu Jiang, Yuming Shang
A hybrid rolling grey framework for short time series modelling
Zhesen Cui, Jinran Wu, Zhe Ding, Qibin Duan, Wei Lian, Yang Yang, Taoyun Cao
A multi-objective particle swarm for constraint and unconstrained problems
Robert Nshimirimana, Ajith Abraham, Gawie Nothnagel
Granular multiple kernel learning for identifying RNA-binding protein residues via integrating sequence and structure information
Chao Yang, Yijie Ding, Qiaozhen Meng, Jijun Tang, Fei Guo
An adaptive task-oriented RBF network for key water quality parameters prediction in wastewater treatment process
Xi Meng, Yin Zhang, Junfei Qiao
Predator–prey optimization based clustering algorithm for wireless sensor networks
Tripatjot Singh Panag, J. S. Dhillon
The multi-fuzzy N-soft set and its applications to decision-making
Fatia Fatimah, José Carlos R. Alcantud
ATPS: an adaptive trajectory prediction system based on semantic information for dynamic objects
Jing Zhang, Zhenqiang Mi, Yu Guo, Mohammad S. Obaidat
Hybrid convolutional neural network architecture driven by residual features for steganalysis of spatial steganographic algorithms
S. Arivazhagan, E. Amrutha, W. Sylvia Lilly Jebarani, S. T. Veena