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Neural Computing and Applications, Volume 33
Volume 33, Number 1, January 2021
- Juan Romero, Penousal Machado:
Neural networks in art, sound and design. 1 - Jon McCormack, Andy Lomas:
Deep learning of individual aesthetics. 3-17 - Jialin Liu, Sam Snodgrass, Ahmed Khalifa, Sebastian Risi, Georgios N. Yannakakis, Julian Togelius:
Deep learning for procedural content generation. 19-37 - Jean-Pierre Briot:
From artificial neural networks to deep learning for music generation: history, concepts and trends. 39-65 - Kivanç Tatar, Daniel Bisig, Philippe Pasquier:
Latent Timbre Synthesis. 67-84 - Yifeng Ling, Kejin Wang, Xuhao Wang, Wengui Li:
Prediction of engineering properties of fly ash-based geopolymer using artificial neural networks. 85-105 - Adrián Carballal, Francisco Cedrón, Iria Santos, Antonino Santos, Juan Romero:
Minimal neural network topology optimization for aesthetic classification. 107-119 - Iria Santos, Luz Castro, Nereida Rodriguez-Fernandez, Alvaro Torrente-Patiño, Adrián Carballal:
Artificial Neural Networks and Deep Learning in the Visual Arts: a review. 121-157 - Tedy Agung Cahyadi, Zuher Syihab, Lilik Eko Widodo, Sudarto Notosiswoyo, Eman Widijanto:
Analysis of hydraulic conductivity of fractured groundwater flow media using artificial neural network back propagation. 159-179 - Devi Prasad Mishra, Durga Charan Panigrahi, Pradeep Kumar, Abhijeet Kumar, Pritam Kumar Sinha:
Assessment of relative impacts of various geo-mining factors on methane dispersion for safety in gassy underground coal mines: an artificial neural networks approach. 181-190 - Abdelhamid Bounemeur, Mohamed Chemachema:
Adaptive fuzzy fault-tolerant control using Nussbaum-type function with state-dependent actuator failures. 191-208 - Xuesong Yan, Jingyu Gong, Qinghua Wu:
Pollution source intelligent location algorithm in water quality sensor networks. 209-222 - D. Chitradevi, S. Prabha, Alex Daniel Prabhu:
Diagnosis of Alzheimer disease in MR brain images using optimization techniques. 223-237 - Jianbo Fei, Zezhou Wu, Xiaohui Sun, Dong Su, Xiaohua Bao:
Research on tunnel engineering monitoring technology based on BPNN neural network and MARS machine learning regression algorithm. 239-255 - Xue Yan, Weihan Wang, Miao Chang:
Research on financial assets transaction prediction model based on LSTM neural network. 257-270 - Ashish Kumar Bhandari, Kusuma Rahul, Syed Shahnawazuddin:
A fused contextual color image thresholding using cuttlefish algorithm. 271-299 - Ranran Li, Xueli Chen, Tomas Balezentis, Dalia Streimikiene, Zhiyong Niu:
Multi-step least squares support vector machine modeling approach for forecasting short-term electricity demand with application. 301-320 - Arsalan Mahmoodzadeh, Mokhtar Mohammadi, Ako Daraei, Hunar Farid Hama Ali, Abdulqadir Ismail Abdullah, Nawzad Kameran Al-Salihi:
Forecasting tunnel geology, construction time and costs using machine learning methods. 321-348 - Ismail Cantürk:
Fuzzy recurrence plot-based analysis of dynamic and static spiral tests of Parkinson's disease patients. 349-360 - Muhammad Fayyaz, Mussarat Yasmin, Muhammad Sharif, Mudassar Raza:
J-LDFR: joint low-level and deep neural network feature representations for pedestrian gender classification. 361-391 - Mohamed A. El-Rashidy:
A novel system for fast and accurate decisions of gold-stock markets in the short-term prediction. 393-407 - Resmi RamachandranPillai, Michael Arock:
Spiking neural firefly optimization scheme for the capacitated dynamic vehicle routing problem with time windows. 409-432 - Qi Liu, Hongguang Liu:
Criminal psychological emotion recognition based on deep learning and EEG signals. 433-447 - Samir Malakar, Ram Sarkar, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri:
An image database of handwritten Bangla words with automatic benchmarking facilities for character segmentation algorithms. 449-468 - Tej Singh, Dinesh Kumar Vishwakarma:
A deeply coupled ConvNet for human activity recognition using dynamic and RGB images. 469-485 - Basma Gh. Elkilany, A. A. Abouelsoud, Ahmed M. R. Fathelbab, Hiroyuki Ishii:
A proposed decentralized formation control algorithm for robot swarm based on an optimized potential field method. 487-499
Volume 33, Number 2, January 2021
- Chuanchao Huang, Yu-Wei Chan, Neil Y. Yen:
Special issue on data processing techniques and applications for Cyber-Physical Systems (DPTA 2019). 501-503 - Pingquan Wang, Xun Liu, Zheng Han:
Multi-parameter online optimization algorithm of BP neural network algorithm in Internet of Things service. 505-515 - Xianghong Wang, Jing Yuan, Baozhen Wang:
Prediction and analysis of PM2.5 in Fuling District of Chongqing by artificial neural network. 517-524 - Yingying Su, Haixu Mao, Xianzhao Tang:
Algorithms for solving assembly sequence planning problems. 525-534 - Sanqiang Yang, Yong Huang:
Damage identification method of prestressed concrete beam bridge based on convolutional neural network. 535-545 - Jing-hua Zhao, Da-Lin Zeng, Jiang-Tao Qin, Hong-Ming Si, Xiao-Fang Liu:
Simulation and modeling of microblog-based spread of public opinions on emergencies. 547-564 - Fujiang Chen:
Safety evaluation method of hoisting machinery based on neural network. 565-576 - Weidong Liu, Wenbo Qiao, Xin Liu:
Discovering the realistic paths towards the realization of patent valuation from technical perspectives: defense, implementation or transfer. 577-590 - Qulin Tan, Yong Huang, Jun Hu, Pinggen Zhou, Jiping Hu:
Application of artificial neural network model based on GIS in geological hazard zoning. 591-602 - Meng Wei, Zelin Wang, Xiaoyu Wang, Jialuo Peng, Yu Song:
Prediction of TBM penetration rate based on Monte Carlo-BP neural network. 603-611 - Cong Li, Pei Xu:
Application on traffic flow prediction of machine learning in intelligent transportation. 613-624 - Yuan Gao:
Forecast model of perceived demand of museum tourists based on neural network integration. 625-635 - Haitao Pu, Mingqu Fan, Hong-Bin Zhang, Bi-Zhen You, Jinjiao Lin, Chunfang Liu, Yanze Zhao, Rui Song:
Predicting academic performance of students in Chinese-foreign cooperation in running schools with graph convolutional network. 637-645 - Zhen Guo, Jun Ye:
Improved algorithm for management of outsourced database. 647-653 - Bo Yang, Meifang Yang:
Data-driven network layer security detection model and simulation for the Internet of Things based on an artificial immune system. 655-666 - Lan Liu, Cheng-Fan Li, Xian-Kun Sun, Jun-Juan Zhao:
Monitoring of volcanic ash cloud from heterogeneous data using feature fusion and convolutional neural networks-long short-term memory. 667-679 - Jinjiao Lin, Yanze Zhao, Weiyuan Huang, Chunfang Liu, Haitao Pu:
Domain knowledge graph-based research progress of knowledge representation. 681-690 - Chaoliang Han, Qiuying Wang:
Research on commercial logistics inventory forecasting system based on neural network. 691-706 - Tuojian Li, Jinhai Sun, Lei Wang:
An intelligent optimization method of motion management system based on BP neural network. 707-722 - Xiaohui Wei, Wanling Chen, Xiao Li:
Exploring the financial indicators to improve the pattern recognition of economic data based on machine learning. 723-737 - Jianli Gao:
Performance evaluation of manufacturing collaborative logistics based on BP neural network and rough set. 739-754 - Zhen Zhen, Yanqing Yao:
Optimizing deep learning and neural network to explore enterprise technology innovation model. 755-771 - Hairui Zhang, Yi Yang, Yu Zhang, Zhaoshuang He, Wei Yuan, Yong Yang, Wan Qiu, Lian Li:
A combined model based on SSA, neural networks, and LSSVM for short-term electric load and price forecasting. 773-788 - Xiangbao Yin:
Driven by machine learning to intelligent damage recognition of terminal optical components. 789-804
Volume 33, Number 3, February 2021
- Zheng Xu, Jemal H. Abawajy:
Editorial: Special issue on neural computing and applications in cyber intelligence: ATCI 2020. 805-806 - Bin Sang:
Innovation of enterprise technology alliance based on BP neural network. 807-820 - Shuhua Zhang, Jinsong Wang, Haibo Liu, Jie Tong, Zheng Sun:
Prediction of energy photovoltaic power generation based on artificial intelligence algorithm. 821-835 - Hailei Zhao:
Futures price prediction of agricultural products based on machine learning. 837-850 - Jiazhong Lu, Weisha Zhang, Ziye Deng, Shibin Zhang, Yan Chang, Xiaolei Liu:
Research on information steganography based on network data stream. 851-866 - Huahua Li, Chuanchao Huang, Lihan Gu:
Image pattern recognition in identification of financial bills risk management. 867-876 - Qili Chen, Guangyuan Pan:
A structure-self-organizing DBN for image recognition. 877-886 - Chengshun Huang, Li Zhu:
Robust evaluation method of communication network based on the combination of complex network and big data. 887-896 - Xiaheng Zhang, Jiazhong Lu, Doudou Li:
Confidential information protection method of commercial information physical system based on edge computing. 897-907 - Dayong Yu:
A new pose accuracy compensation method for parallel manipulators based on hybrid artificial neural network. 909-923 - Teng Fu, Wenhui Wang, Nan Ge, Xingguo Wang, Xinyuan Zhang:
Intelligent computing and simulation in seismic mitigation efficiency analysis for the variable friction coefficient RFPS structure system. 925-935 - Peipei Liu, Wei Ming, Bin Hu:
Sales forecasting in rapid market changes using a minimum description length neural network. 937-948 - Haibo Liang, Qi Wei, Dengyun Lu, Zhiling Li:
Application of GA-BP neural network algorithm in killing well control system. 949-960 - Wenxin Huang, Ruimin Hu, Xiao Wang, Chao Liang, Jun Chen:
Occluded suspect search via channel-guided mechanism. 961-971 - Hong Zhou, Chang Yu:
Distributed cooperative control algorithm for optimal power sharing for AC microgrids using Cournot game theory. 973-983 - Yi Zheng, Youqiang Wang, Jixin Liu, Haiyan Jiang, Qingchao Yue:
Knee joint vibration signal classification algorithm based on machine learning. 985-995 - Meng Wei, Yu Song, Xiaoyu Wang, Jialuo Peng:
Safety diagnosis of TBM for tunnel excavation and its effect on engineering. 997-1005 - Jie Chen, Shoujun Huang:
Evaluation model of green supply chain cooperation credit based on BP neural network. 1007-1015 - Xiaodan Li, Yongjia Li, Maeng Hyung Jae:
Neural network's selection of color in UI design of social software. 1017-1027
Volume 33, Number 4, February 2021
- Karrar Hameed Abdulkareem, Nureize Arbaiy, A. A. Zaidan, B. B. Zaidan, Osamah Shihab Albahri, M. A. Alsalem, Mahmood Maher Salih:
A new standardisation and selection framework for real-time image dehazing algorithms from multi-foggy scenes based on fuzzy Delphi and hybrid multi-criteria decision analysis methods. 1029-1054 - Shuai Liu, Xinyu Liu, Shuai Wang, Khan Muhammad:
Fuzzy-aided solution for out-of-view challenge in visual tracking under IoT-assisted complex environment. 1055-1065 - (Withdrawn) Optimization analysis of sport pattern driven by machine learning and multi-agent. 1067-1077
- Krzysztof Slot, Pawel Kapusta, Jacek Kucharski:
Autoencoder-based image processing framework for object appearance modifications. 1079-1090 - Kamel Goudjil, Leila Arabet:
Assessment of deflection of pile implanted on slope by artificial neural network. 1091-1101 - Muskaan Singh, Ravinder Kumar, Inderveer Chana:
Improving neural machine translation for low-resource Indian languages using rule-based feature extraction. 1103-1122 - Feng Liu, Arif Ahmed Sekh, Chai Quek, Geok See Ng, Dilip K. Prasad:
RS-HeRR: a rough set-based Hebbian rule reduction neuro-fuzzy system. 1123-1137 - Taymaz Rahkar-Farshi:
Battle royale optimization algorithm. 1139-1157 - Shuaimin Li, Jungang Xu:
A two-step abstractive summarization model with asynchronous and enriched-information decoding. 1159-1170 - Jianwei Liu, Zheng-ping Ren, Runkun Lu, Xiong-Lin Luo:
GMM discriminant analysis with noisy label for each class. 1171-1191 - Chinedu I. Ossai, Ifeanyi P. Egwutuoha:
Real-time state-of-health monitoring of lithium-ion battery with anomaly detection, Levenberg-Marquardt algorithm, and multiphase exponential regression model. 1193-1206 - Matheus Gutoski, André Eugênio Lazzaretti, Heitor Silvério Lopes:
Deep metric learning for open-set human action recognition in videos. 1207-1220 - Afef Ben Brahim:
Stable feature selection based on instance learning, redundancy elimination and efficient subsets fusion. 1221-1232 - Yang Loong Chang, Chee Seng Chan, Paolo Remagnino:
Action recognition on continuous video. 1233-1243 - Paola Zola, Paulo Cortez, Eugenio Brentari:
Twitter alloy steel disambiguation and user relevance via one-class and two-class news titles classifiers. 1245-1260 - Wei Li, Amin Kiaghadi, Clint Dawson:
High temporal resolution rainfall-runoff modeling using long-short-term-memory (LSTM) networks. 1261-1278 - V. Punitha, C. Mala:
Traffic classification in server farm using supervised learning techniques. 1279-1296 - Amar Kumar Verma, Shivika Nagpal, Aditya Desai, Radhika Sudha:
An efficient neural-network model for real-time fault detection in industrial machine. 1297-1310 - Meenakshi Garg, Gaurav Dhiman:
A novel content-based image retrieval approach for classification using GLCM features and texture fused LBP variants. 1311-1328 - Muhammad Akram, Amna Habib, José Carlos R. Alcantud:
An optimization study based on Dijkstra algorithm for a network with trapezoidal picture fuzzy numbers. 1329-1342 - Shaoxin Sun, Huaguang Zhang, Jiayue Sun, Weihua Li:
Reliable H∞ guaranteed cost control for uncertain switched fuzzy stochastic systems with multiple time-varying delays and intermittent actuator and sensor faults. 1343-1365 - Samina Naz, Hammad Majeed, Farrukh Aslam Khan:
Memory augmented hyper-heuristic framework to solve multi-disciplinary problems inspired by cognitive problem solving skills. 1367-1378 - Rajendran Senthilkumar, Premalatha Vasudevan, Prabhu Sethuramalingam:
Neural network and multi-objective optimization of confined flow characteristics on circular cylinder in standing double vortex region. 1379-1398 - Hai Liu, Kairong Hu, Fu Lee Wang, Tianyong Hao:
Correction to: Aggregating neighborhood information for negative sampling for knowledge graph embedding. 1399
Volume 33, Number 5, March 2021
- Yu Liang, Binbin Li, Bin Jiao:
A deep learning method for motor fault diagnosis based on a capsule network with gate-structure dilated convolutions. 1401-1418 - Chaoliang Han, Qi Zhang:
Optimization of supply chain efficiency management based on machine learning and neural network. 1419-1433 - Alok Kumar Mishra, Prakash K. Ray, Ranjan Kumar Mallick, Asit Mohanty, Soumya Ranjan Das:
Adaptive fuzzy controlled hybrid shunt active power filter for power quality enhancement. 1435-1452 - Hmidi Alaeddine, Malek Jihene:
Deep network in network. 1453-1465 - Ke Xiao, Kai Liu, Xincao Xu, Liang Feng, Zhou Wu, Qiangwei Zhao:
Cooperative coding and caching scheduling via binary particle swarm optimization in software-defined vehicular networks. 1467-1478 - Ammara Mehmood, Peng Shi, Muhammad Asif Zahoor Raja, Aneela Zameer, Naveed Ishtiaq Chaudhary:
Design of backtracking search heuristics for parameter estimation of power signals. 1479-1496 - Morteza Zakeri Nasrabadi, Saeed Parsa, Akram Kalaee:
Format-aware learn&fuzz: deep test data generation for efficient fuzzing. 1497-1513 - Ahmad M. Zaki, Ahmad M. El-Nagar, Mohammad El-Bardini, F. A. S. Soliman:
Deep learning controller for nonlinear system based on Lyapunov stability criterion. 1515-1531 - Junfei Zhang, Yuhang Wang:
An ensemble method to improve prediction of earthquake-induced soil liquefaction: a multi-dataset study. 1533-1546 - Alexander Buevich, Alexander Sergeev, Andrey Shichkin, Elena Baglaeva:
A two-step combined algorithm based on NARX neural network and the subsequent prediction of the residues improves prediction accuracy of the greenhouse gases concentrations. 1547-1557 - Arati Paul, Sanghamita Bhoumik, Nabendu Chaki:
SSNET: an improved deep hybrid network for hyperspectral image classification. 1575-1585 - Binghai Zhou, Xiujuan Li, Wenlong Liu:
Hybrid multi-objective opposite-learning evolutionary algorithm for integrated production and maintenance scheduling with energy consideration. 1587-1605 - Hossein Tahmasebi, Reza Ravanmehr, Rezvan Mohamadrezaei:
Social movie recommender system based on deep autoencoder network using Twitter data. 1607-1623 - Thuan Thanh Nguyen, Thang Trung Nguyen, Duong Thanh Long, Anh Viet Truong:
An effective method to solve the problem of electric distribution network reconfiguration considering distributed generations for energy loss reduction. 1625-1641 - Ruhhee Tabbussum, Abdul Qayoom Dar:
Comparison of fuzzy inference algorithms for stream flow prediction. 1643-1653 - Halil Ibrahim Akolas, Aliriza Kaleli, Kadir Bakirci:
Design and implementation of an autonomous EGR cooling system using deep neural network prediction to reduce NOx emission and fuel consumption of diesel engine. 1655-1670 - Ayat Alrosan, Waleed Alomoush, Norita Md Norwawi, Mohammed Alswaitti, Sharif Naser Makhadmeh:
An improved artificial bee colony algorithm based on mean best-guided approach for continuous optimization problems and real brain MRI images segmentation. 1671-1697 - Yang Bo, Meifang Yang:
Construction of the knowledge service model of a port supply chain enterprise in a big data environment. 1699-1710 - Boris Yatsalo, Alexander Korobov, Luis Martínez:
From MCDA to Fuzzy MCDA: violation of basic axiom and how to fix it. 1711-1732 - Sanaz Rasti, Chris J. Bleakley, Guénolé C. M. Silvestre, Nicholas M. Holden, David Langton, Gregory M. P. O'Hare:
Crop growth stage estimation prior to canopy closure using deep learning algorithms. 1733-1743 - Krzysztof Wiktorowicz, Tomasz Krzeszowski, Krzysztof Przednowek:
Correction to: Sparse regressions and particle swarm optimization in training high-order Takagi-Sugeno fuzzy systems. 1745 - Halil Ibrahim Akolas, Aliriza Kaleli, Kadir Bakirci:
Correction to: Design and implementation of an autonomous EGR cooling system using deep neural network prediction to reduce NOx emission and fuel consumption of diesel engine. 1747 - Jozef Kiselák, Ying Lu, Ján Svihra, Peter Szépe, Milan Stehlík:
Correction to: "SPOCU": scaled polynomial constant unit activation function. 1749-1750
Volume 33, Number 6, March 2021
- Subhodip Saha, V. Mukherjee:
A novel multi-objective modified symbiotic organisms search algorithm for optimal allocation of distributed generation in radial distribution system. 1751-1771 - Zhixin Li, Yaru Sun, Jianwei Zhu, Suqin Tang, Canlong Zhang, Huifang Ma:
Improve relation extraction with dual attention-guided graph convolutional networks. 1773-1784 - Sharaf AlKheder, Wasan Alkhamees, Reyouf Almutairi, Mohammad Alkhedher:
Bayesian combined neural network for traffic volume short-term forecasting at adjacent intersections. 1785-1836