NCA - volume 34 - 2022 论文列表 |
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Volume 34, Number 9, May 2022
Lin Zhang Yue Zhou Xiaofang Hu Fan Sun Shukai Duan
U-Net skip-connection architectures for the automated counting of microplastics.Ka Shing Lee Hui Ling Chen Yong Sin Ng Tomas Maul Chris Gibbins Kang-Nee Ting Mohammed Amer Mateus Camara
Adaptive image annotation: refining labels according to contents and relations.Fen Xiao Yuyu Chen Yiming Zhang Xue Gong Xieping Gao
A deep learning approach for insulator instance segmentation and defect detection.Eldad Antwi-Bekoe Guisong Liu Jean-Paul Ainam Guolin Sun Xiurui Xie
An adaptive multi-sensor visual attention model.Wenbai Chen Jingchen Li Haobin Shi Kao-Shing Hwang
Distributed localization for IoT with multi-agent reinforcement learning.Jie Jia Ruoying Yu Zhenjun Du Jian Chen Qinghu Wang Xingwei Wang
Generative adversarial network with hybrid attention and compromised normalization for multi-scene image conversion.Jinsheng Xiao Shuhao Zhang Yuntao Yao Zhongyuan Wang Yongqin Zhang Yuan-Fang Wang
Efficient tumor volume measurement and segmentation approach for CT image based on twin support vector machines.K. Sathish Y. V. Narayana Mahammad Shareef Mekala Rizwan Patan Suresh Kallam
A hybrid cooperative differential evolution assisted by CMA-ES with local search mechanism.Fuqing Zhao Haizhu Bao Ling Wang Xuan He Jonrinaldi
Real-time kinematic analysis of beam pumping unit: a deep learning approach.Junjiao Sun Zhiqing Huang Yue Zhu Yanxin Zhang
Collocation polynomial neural forms and domain fragmentation for solving initial value problems.Toni Schneidereit Michael Breuß
Dynamic portfolio rebalancing through reinforcement learning.Qing Yang Eddy Lim Qi Cao Chai Quek
PConv: simple yet effective convolutional layer for generative adversarial network.Seung Park Yoon-Jae Yeo Yong-Goo Shin
A fractional-order momentum optimization approach of deep neural networks.Zhongliang Yu Guanghui Sun Jianfeng Lv
Incremental deep learning for reflectivity data recognition in stomatology.Ales Procházka Jindrich Charvát Oldrich Vysata Danilo P. Mandic
Hybrid intelligence modeling for estimating shear strength of FRP reinforced concrete members.Mohammad Shah Alam Nahid Sultana S. M. Zakir Hossain Mohammad S. Islam
Swarm-based optimally selected histogram computation system for image enhancement.Ashish Kumar Bhandari Neha Singh Anurag Singh
TSK fuzzy echo state neural network: a hybrid structure for black-box nonlinear systems identification.Tarek A. Mahmoud Lamiaa M. Elshenawy
Artificial neural network-based optimization of operating parameters for minimum quantity lubrication-assisted burnishing process in terms of surface characteristics.Trung-Thanh Nguyen Truong-An Nguyen Quang-Hung Trinh Xuan-Ba Le Long-Hai Pham Xuan-Hung Le
A deep neural network-based collaborative filtering using a matrix factorization with a twofold regularization.Armielle Noulapeu Ngaffo Zièd Choukair
Classification of urban functional zones through deep learning.Stefano Izzo Edoardo Prezioso Fabio Giampaolo Valeria Mele Vittorio Di Somma Gang Mei
A cost-sensitive active learning algorithm: toward imbalanced time series forecasting. A generic and lightweight security mechanism for detecting malicious behavior in the uncertain Internet of Things using fuzzy logic- and fog-based approach.Syed Rameem Zahra Mohammad Ahsan Chishti
Mathematical formulation and two-phase optimisation methodology for the constrained double-row layout problem.Silu Liu Zeqiang Zhang Chao Guan Junqi Liu Juhua Gong Reginald Dewil
Inverse design of self-oscillatory gels through deep learning.Doruk Aksoy Silas Alben Robert D. Deegan Alex A. Gorodetsky
InstaIndoor and multi-modal deep learning for indoor scene recognition.Andreea Glavan Estefanía Talavera
Incremental learning paradigm with privileged information for random vector functional-link networks: IRVFL+.Wei Dai Yanshuang Ao Linna Zhou Ping Zhou Xuesong Wang
A multi-Markovian switching-based strategy for solving the stochastic point location problem. A novel reduced parameter s-model of estimator learning automata in the switching non-stationary environment.Ying Guo Chong Di Shenghong Li
Visual search difficulty prediction with image ROI information.Bo Xiao Xuelian Liu Chunyang Wang
Indoor positioning algorithm based on improved convolutional neural network.Taoyun Zhou Junhua Ku Bao-Wang Lian Yi Zhang
Evaluation of factors affecting dance training effects based on reinforcement learning. Application of CT coronary flow reserve fraction based on deep learning in coronary artery diagnosis of coronary heart disease complicated with diabetes mellitus.Zhaoping Wang Hongji Yin Wei Jing Hui Sun Ming Ru Suhua Zhang Yingcui Wang
Hybrid recommendation algorithm of cross-border e-commerce items based on artificial intelligence and multiview collaborative fusion. Control method of robot detour obstacle based on EEG.Qingjun Wang Zhendong Mu Ling Jin
Non-invasive quantitative diagnosis of liver fibrosis with an artificial neural network.Jiaguang Song Yuezhong Zhang Jinling Cheng Shi Wang Zhi Liu Dianmin Sun
The artistic design of user interaction experience for mobile systems based on context-awareness and machine learning. Decision response of subway evacuation signs based on brain component features. Monitoring and visualization application of smart city energy economic management based on IoT sensors.Qianyuan Li Zhiyong Jiang Feng Yuan
Crawling robot manipulator tracking based on gaussian mixture model of machine vision. Research on early warning of agricultural credit and guarantee risk based on deep learning. Image recognition algorithm based on artificial intelligence.Hong Chen Liwei Geng Hongdong Zhao Cuijie Zhao Aiyong Liu
Anesthesia depth evaluation algorithm based on permutation and combination entropy.Wenwen Zhang Hong Yu Zongsheng Duan Tingting Yu Xinbai Li
GVnet: Gaussian model with voxel-based 3D detection network for autonomous driving.Peilin Qin Chuanwei Zhang Meng Dang
Binary tree pricing method of farmland management right mortgage based on machine learning and complex network algorithm. Sudden passenger flow characteristics and congestion control based on intelligent urban rail transit network.Yulei Wang Meng Li Jian Zhou Hongyu Zheng
Video analysis of intelligent teaching based on machine learning and virtual reality technology. Transport infrastructure connectivity and conflict resolution: a machine learning analysis. Special issue on neural computing challenges and applications for industry 4.0.Volume 34, Number 8, April 2022
Aysegül Güven Miray Altinkaynak Nazan Dolu Meltem Izzetoglu Ferhat Pektas Sevgi Özmen Esra Demirci Turgay Batbat
Correction to: A hybrid deep neural network approach to estimate reference evapotranspiration using limited climate data.Gitika Sharma Ashima Singh Sushma Jain
Correction to: A deep learning-assisted mathematical model for decongestion time prediction at railroad grade crossings.Zhuocheng Jiang Feng Guo Yu Qian Yi Wang W. David Pan
Correction to: Use of GMDH-type neural network to model the mechanical behavior of a cement-treated sand.Hossein MolaAbasi Aghileh Khajeh Reza Jamshidi Chenari
Correction to: Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques.David Morales Estefanía Talavera Beatriz Remeseiro
Correction to: Classification of thermal image of clinical burn based on incremental reinforcement learning.Xianjun Wu Wendong Huang Xiaoli Wu Shenghang Wu Jinbo Huang
MEDAS: an open-source platform as a service to help break the walls between medicine and informatics.Liang Zhang Johann Li Ping Li Xiaoyuan Lu Maoguo Gong Peiyi Shen Guangming Zhu Syed Afaq Ali Shah Mohammed Bennamoun Kun Qian Björn W. Schuller
Prediction of the compressive strength of concrete using various predictive modeling techniques. Chaos synchronization using adaptive quantum neural networks and its application in secure communication and cryptography.Fatemeh Aliabadi Mohammad-Hassan Majidi Saeed Khorashadizadeh
Comparing the performance of Hebbian against backpropagation learning using convolutional neural networks.Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato
M-GCN: Brain-inspired memory graph convolutional network for multi-label image recognition.Xiao Yao Feiyang Xu Min Gu Peipei Wang
Toward an action-granularity-oriented modularization strategy for complex mechanical products using a hybrid GGA-CGA method.Liming Xiao Guangquan Huang Genbao Zhang
An efficient binary chimp optimization algorithm for feature selection in biomedical data classification. DCRS: a deep contrast reciprocal recommender system to simultaneously capture user interest and attractiveness for online dating.Linhao Luo Xiaofeng Zhang Xiaoyun Chen Kai Liu Dan Peng Xiaofei Yang
Joint extraction of entities and relations using multi-label tagging and relational alignment.Tingting Hang Jun Feng Le Yan Yunfeng Wang Jiamin Lu
Kimesurface representation and tensor linear modeling of longitudinal data.Rongqian Zhang Yupeng Zhang Yuyao Liu Yunjie Guo Yueyang Shen Daxuan Deng Yongkai Joshua Qiu Ivo D. Dinov
A background-aware correlation filter with adaptive saliency-aware regularization for visual tracking.Jianming Zhang Tingyu Yuan Yaoqi He Jin Wang
Stark spectral line broadening modeling by machine learning algorithms.Irinel Tapalaga Ivan Traparic Nora Trklja Boca Jagos Puric Ivan P. Dojcinovic
Improving question answering over incomplete knowledge graphs with relation prediction.Fen Zhao Yinguo Li Jie Hou Ling Bai
Multi-objective learner performance-based behavior algorithm with five multi-objective real-world engineering problems.Chnoor M. Rahman Tarik A. Rashid Aram Mahmood Ahmed Seyedali Mirjalili
A twin-decoder structure for incompressible laminar flow reconstruction with uncertainty estimation around 2D obstacles.J. Chen Jonathan Viquerat F. Heymes Elie Hachem
A hybrid metaheuristic approach using random forest and particle swarm optimization to study and evaluate backbreak in open-pit blasting.Yong Dai Manoj Khandelwal Yingui Qiu Jian Zhou Masoud Monjezi Peixi Yang
Short-term forecasting of the Italian load demand during the Easter Week.Alessandro Incremona Giuseppe De Nicolao
Accelerated duality-aware correlation filters for visual tracking.Libin Xu Mingliang Gao Zheng Liu Qilei Li Gwanggil Jeon
A real-time adaptive network intrusion detection for streaming data: a hybrid approach. Adaptive consensus tracking control of strict-feedback nonlinear multi-agent systems with unknown dynamic leader. "What-Where" sparse distributed invariant representations of visual patterns. A novel early warning strategy for right-turning blind zone based on vulnerable road users detection.Lei Han Peng Zheng Haobo Li Jiangfan Chen Zexi Hua Zutao Zhang
Data-driven wind turbine wake modeling via probabilistic machine learning.S. Ashwin Renganathan Romit Maulik Stefano Letizia Giacomo Valerio Iungo
Event-triggered leader-following synchronization of delayed dynamical networks with intermittent coupling. Multi-scale strip pooling feature aggregation network for cloud and cloud shadow segmentation. An improved equilibrium optimizer for optimal placement of photovoltaic systems in radial distribution power networks.Thang Trung Nguyen Thuan Thanh Nguyen Minh Quan Duong
Multi-view multi-label-based online method with threefold correlations and dynamic updating multi-region.Changming Zhu Shuaiping Guo Dujuan Cao YiTing Zhou Duoqian Miao Witold Pedrycz
RIECNN: real-time image enhanced CNN for traffic sign recognition.Reem Abdel-Salam Rana Mostafa Ahmed H. Abdel-Gawad
Open set task augmentation facilitates generalization of deep neural networks trained on small data sets.Wadhah Zai El Amri Felix Reinhart Wolfram Schenck
An advanced form-finding of tensegrity structures aided with noise-tolerant zeroing neural network.Zhongbo Sun Liming Zhao Keping Liu Long Jin Junzhi Yu Chunxu Li
Pose-invariant face recognition with multitask cascade networks.Omar Elharrouss Noor Almaadeed Somaya Al-Máadeed Fouad Khelifi
Neighbourhood component analysis and deep feature-based diagnosis model for middle ear otoscope images.Erdal Basaran Zafer Cömert Yüksel Çelik
YOLO-SLAM: A semantic SLAM system towards dynamic environment with geometric constraint.Wenxin Wu Liang Guo Hongli Gao Zhichao You Yuekai Liu Zhiqiang Chen
Utilizing deep learning models in CSI-based human activity recognition.Eman Shalaby Nada ElShennawy Amany Sarhan
NeuroVision: perceived image regeneration using cProGAN.Sanchita Khare Rajiv Nayan Choubey Loveleen Amar Venkanna Uduthalapally
Visual and language semantic hybrid enhancement and complementary for video description.Pengjie Tang Yunlan Tan Wenlang Luo
Automatic detection of outliers and the number of clusters in k-means clustering via Chebyshev-type inequalities.Peter O. Olukanmi Fulufhelo V. Nelwamondo Tshilidzi Marwala Bhekisipho Twala
Quick extreme learning machine for large-scale classification.Audi Al-Btoush Manuel Fernández Delgado Eva Cernadas Senén Barro
AM-ConvGRU: a spatio-temporal model for typhoon path prediction.Guangning Xu Di Xian Philippe Fournier-Viger Xutao Li Yunming Ye Xiuqing Hu
An adversarial model for electromechanical actuator fault diagnosis under nonideal data conditions.Chao Wang Laifa Tao Yu Ding Chen Lu Jian Ma
A new hybrid deep learning-based phishing detection system using MCS-DNN classifier. A deep learning model for behavioural credit scoring in banks.Maher Ala'raj Maysam F. Abbod Munir Majdalawieh Luay Jum'a
Review on R&D task integrated management of intelligent manufacturing equipment. Literature review: efficient deep neural networks techniques for medical image analysis.Volume 34, Number 7, April 2022
Muhammad Asif Zahoor Raja Hira Naz Muhammad Shoaib Ammara Mehmood
Response map evaluation for RGBT tracking.Yong Wang Xian Wei Xuan Tang Jingjing Wu Jiangxiong Fang
Protection of image ROI using chaos-based encryption and DCNN-based object detection.Wei Song Chong Fu Yu Zheng Lin Cao Ming Tie Chiu-Wing Sham
A novel transfer learning for recognition of overlapping nano object.Yuexing Han Yuhong Liu Bing Wang Qiaochuan Chen Leilei Song Lin Tong Chuanbin Lai Akihiko Konagaya
Tackling the muon identification in water Cherenkov detectors problem for the future Southern Wide-field Gamma-ray Observatory by means of machine learning.Borja S. González Rúben Conceição Mário Pimenta Bernardo Tomé Alberto Guillén
Deep localization of subcellular protein structures from fluorescence microscopy images.Muhammad Tahir Saeed Anwar Ajmal Mian Abdul Wahab Muzaffar
Heterogeneous information network embedding for user behavior analysis on social media.Xiaofang Zhao Zhigang Jin Yuhong Liu Yi Hu
Holistic versus segmentation-based recognition of handwritten Devanagari conjunct characters: a CNN-based experimental study. Tactical UAV path optimization under radar threat using deep reinforcement learning. Improving embedding learning by virtual attribute decoupling for text-based person search.Chengji Wang Zhiming Luo Yaojin Lin Shaozi Li
An extended MAIRCA method using intuitionistic fuzzy sets for coronavirus vaccine selection in the age of COVID-19. Hierarchical attention network for attributed community detection of joint representation.Qiqi Zhao Huifang Ma Lijun Guo Zhixin Li
Electrical consumption forecasting: a framework for high frequency data.Kevin Michell V. Werner Kristjanpoller Marcel C. Minutolo
End-to-end quantum-inspired method for vehicle classification based on video stream.Hatim Derrouz Alberto Cabri Hamd Ait Abdelali Rachid Oulad Haj Thami François Bourzeix Stefano Rovetta Francesco Masulli
Large-scale cellular traffic prediction based on graph convolutional networks with transfer learning.Xu Zhou Yong Zhang Zhao Li Xing Wang Juan Zhao Zhao Zhang
Finger knuckle biometric feature selection based on the FIS_DE optimization algorithm. An automatic plant leaf disease identification using DenseNet-121 architecture with a mutation-based henry gas solubility optimization algorithm. Efficacy prediction based on attribute and multi-source data collaborative for auxiliary medical system in developing countries. Two-phase multi-expert knowledge approach by using fuzzy clustering and rule-based system for technology evaluation of unmanned aerial vehicles.Murat Çolak Ihsan Kaya Ali Karasan Melike Erdogan
Evaluation of lubricant condition and engine health based on soft computing methods.Mohammad-Reza Pourramezan Abbas Rohani Nemat Keramat Siavash Mohammad Zarein
Stubborn state estimation for complex-valued neural networks with mixed time delays: the discrete time case. LightweightDeRain: learning a lightweight multi-scale high-order feedback network for single image de-raining.Zheng Chen Xiaojun Bi Yu Zhang Jianyu Yue Haibo Wang
Reinforcement learning-based control of improved hybrid current modulated dual active bridge AC/DC converter. Deep semantic hashing with dual attention for cross-modal retrieval.Jiagao Wu Weiwei Weng Junxia Fu Linfeng Liu Bin Hu
Gland segmentation in colorectal cancer histopathological images using U-net inspired convolutional network.Priyanka Rastogi Kavita Khanna Vijendra Singh
Highway accident number estimation in Turkey with Jaya algorithm.Mehmet Fatih Tefek Muhammed Arslan
COVID-19 diagnosis on CT images with Bayes optimization-based deep neural networks and machine learning algorithms.Murat Canayaz Sanem Sehribanoglu Recep Özdag Murat Demir
Pooling in convolutional neural networks for medical image analysis: a survey and an empirical study.Rajendran Nirthika Siyamalan Manivannan Amirthalingam Ramanan Ruixuan Wang
Nodes placement in wireless mesh networks using optimization approaches: a survey.Sylia Mekhmoukh Taleb Yassine Meraihi Asma Benmessaoud Gabis Seyedali Mirjalili Amar Ramdane-Cherif
Extreme learning machine-based field-oriented feedback linearization speed control of permanent magnetic synchronous motors.Yusai Zheng Zhenwei Cao Song Wang Zhihong Man Raymond Chuei
Control of an AUV with completely unknown dynamics and multi-asymmetric input constraints via off-policy reinforcement learning.Mehdi Mohammadi Mohammad Mehdi Arefi Navid Vafamand Okyay Kaynak
Adaptive full order sliding mode control for electronic throttle valve system with fixed time convergence using extreme learning machine.Youhao Hu Hai Wang Amir Mehdi Yazdani Zhihong Man
Control-oriented modeling and optimization for the temperature and airflow management in an air-cooled data-center.Qiu Fang Jiakang Zhou Shi Wang Yaonan Wang
Evasion guidance for air-breathing hypersonic vehicles against unknown pursuer dynamics. Precise pose and assembly detection of generic tubular joints based on partial scan data.Yan Zhi Tan Chee Khiang Pang Abdullah Al Mamun Fook Seng Wong Chee-Meng Chew
Comparative study of metaheuristic algorithms for optimal sizing of standalone microgrids in a remote area community.Mohammad Fathi Rahmat Khezri Amirmehdi Yazdani Amin Mahmoudi
A nonrepetitive fault estimation design via iterative learning scheme for nonlinear systems with iteration-dependent references.Feng Li Du Kenan Shuiqing Xu Zhang Ke Chai Yi
An improved neural network tracking control strategy for linear motor-driven inverted pendulum on a cart and experimental study.Zhaowu Ping Mengya Zhou Chenxi Liu Yunzhi Huang Ming Yu Jun-Guo Lu
Remaining useful life predictions for turbofan engine degradation based on concurrent semi-supervised model.Tiancheng Wang Di Guo Xi-Ming Sun
Path-tracking control for autonomous vehicles using double-hidden-layer output feedback neural network fast nonsingular terminal sliding mode.Zhe Sun Jiayang Zou Defeng He Wei Zhu
Adaptive NN-based finite-time trajectory tracking control of wheeled robotic systems.Xiaozheng Jin Zhi-Ye Zhao Xiaoming Wu Jing Chi Chao Deng
Neural network-based robust finite-time attitude stabilization for rigid spacecraft under angular velocity constraint.Bo Yu Haibo Du Lijian Ding Di Wu Hua Li
Finite-time lag synchronization for uncertain complex networks involving impulsive disturbances.Xueyan Yang Xiaodi Li Peiyong Duan
Fault diagnosis and prognosis of steer-by-wire system based on finite state machine and extreme learning machine.Dun Lan Ming Yu Yunzhi Huang Zhaowu Ping Jie Zhang
Deep neural network-based hierarchical learning method for dispatch control of multi-regional power grid.Hao Tang Kai Lv Birgitte Bak-Jensen Jayakrishnan Radhakrishna Pillai Zhengfeng Wang
Reinforcement learning-based nonlinear tracking control system design via LDI approach with application to trolley system.Yidong Tu Haiyang Fang Yanyan Yin Shuping He
Exploiting a fleet of UAVs for monitoring and data acquisition of a distributed sensor network.Somaiyeh Mahmoud Zadeh Amirmehdi Yazdani Atabak Elmi Amin Abbasi Pooria Ghanooni
Robust adaptive backstepping INTSM control for robotic manipulators based on ELM.Miao-Miao Gao Xiao-Zheng Jin Li-Jian Ding
Enhanced myoelectric control against arm position change with weighted recursive Gaussian process.Myong Chol Jung Rifai Chai Jinchuan Zheng Hung T. Nguyen
Special issue on computational intelligence-based modeling, control and estimation in modern mechatronic systems.Hai Wang Jinchuan Zheng Yuqian Lu Shihong Ding Hicham Chaoui
Volume 34, Number 6, March 2022
Jonathan Singh Katherine Tant Andrew Curtis Anthony J. Mulholland
Design of innovative CAPTCHA for hindi language.Mohinder Kumar Manish Kumar Jindal Munish Kumar
A new extension of FDOSM based on Pythagorean fuzzy environment for evaluating and benchmarking sign language recognition systems.Mohammed S. Al-Samarraay Mahmood Maher Salih Mohamed Aktham Ahmed A. A. Zaidan Osamah Shihab Albahri Dragan Pamucar H. A. Alsattar Abdullah Hussein Alamoodi B. B. Zaidan Kareem Abbas Dawood Ahmed Shihab Albahri
Performance enhancement and ANN prediction of R600a vapour compression refrigeration system using CuO/Sio2 hybrid nanolubricants: an energy conservation approach.A. Senthilkumar A. Anderson Saravanan Alagarsamy
Borrowing wisdom from world: modeling rich external knowledge for Chinese named entity recognition.Yu Nie Yilai Zhang Yongkang Peng Lisha Yang
Heuristic-based automatic pruning of deep neural networks.Tejalal Choudhary Vipul Kumar Mishra Anurag Goswami Jagannathan Sarangapani
Development of accurate automated language identification model using polymer pattern and tent maximum absolute pooling techniques.Türker Tuncer Sengül Dogan Erhan Akbal Abdullah Cicekli U. Rajendra Acharya
Fuzzy k-plane clustering method with local spatial information for segmentation of human brain MRI image.Puneet Kumar Dhirendra Kumar Ramesh Kumar Agrawal
Exocytotic vesicle fusion classification for early disease diagnosis using a mobile GPU microsystem.Szymon Szczesny Pawel Pietrzak
Long short term memory based functional characterization model for unknown protein sequences using ensemble of shallow and deep features.Saurabh Agrawal Dilip Singh Sisodia Naresh Kumar Nagwani
Deep learning for short-term origin-destination passenger flow prediction under partial observability in urban railway systems.Wenhua Jiang Zhenliang Ma Haris N. Koutsopoulos
A novel deep learning approach for intelligent fault diagnosis applications based on time-frequency images.Özgür Gültekin Eyup Cinar Kemal Özkan Ahmet Yazici
Deep neural network-based relation extraction: an overview.Hailin Wang Ke Qin Rufai Yusuf Zakari Guoming Lu Jin Yin
Leak detection and localization in water distribution networks by combining expert knowledge and data-driven models.Adrià Soldevila Giacomo Boracchi Manuel Roveri Sebastian Tornil-Sin Vicenç Puig
DB-NMS: improving non-maximum suppression with density-based clustering.Li Rui Xue-Song Tang Kuangrong Hao
Attentive fine-grained recognition for cross-domain few-shot classification.Liangbing Sa Chongchong Yu Xian-Qin Ma Xia Zhao Tao Xie
A deep learning-assisted mathematical model for decongestion time prediction at railroad grade crossings.Zhuocheng Jiang Feng Guo Yu Qian Yi Wang W. David Pan
Fractional-order optimal control model for the equipment management optimization problem with preventive maintenance.Yanping Gong Mingjiang Zha Zhanmei Lv
Population synthesis for urban resident modeling using deep generative models.Martin Johnsen Oliver Brandt Sergio Garrido Francisco C. Pereira
Deep long short-term memory based model for agricultural price forecasting.Ronit Jaiswal Girish K. Jha Rajeev Ranjan Kumar Kapil Choudhary
Improved extreme learning machine with AutoEncoder and particle swarm optimization for short-term wind power prediction.Dounia El Bourakadi Ali Yahyaouy Jaouad Boumhidi
Evaluation of machine learning methods for rock mass classification.Allan Erlikhman Medeiros Santos Milene Sabino Lana Tiago Martins Pereira
Graph neural network for Hamiltonian-based material property prediction.Hexin Bai Peng Chu Jeng-Yuan Tsai Nathan Wilson Xiaofeng Qian Qimin Yan Haibin Ling
Deep learning inspired intelligent embedded system for haptic rendering of facial emotions to the blind.Sumeet Saurav Anil Kumar Saini Ravi Saini Sanjay Singh
An adaptive intelligent diagnostic system to predict early stage of parkinson's disease using two-stage dimension reduction with genetically optimized lightgbm algorithm. An improved fuzzy logic control-based MPPT method to enhance the performance of PEM fuel cell system. Histogram-based fast and robust image clustering using stochastic fractal search and morphological reconstruction.Arunita Das Krishna Gopal Dhal Swarnajit Ray Jorge Gálvez
Cross-domain learning using optimized pseudo labels: toward adaptive car detection in different weather conditions and urban cities.Ke Wang Lianhua Zhang Qin Xia Liang Pu Junlan Chen
New criteria on the finite-time stability of fractional-order BAM neural networks with time delay.Xuemei Li Xinge Liu Shuailei Zhang
Stabilization of stochastic delayed networks with Markovian switching via intermittent control: an averaging technique. A dataset and benchmark for malaria life-cycle classification in thin blood smear images.Qazi Ammar Arshad Mohsen Ali Saeed-Ul Hassan Chen Chen Ayisha Imran Ghulam Rasul Waqas Sultani
Robust image features for classification and zero-shot tasks by merging visual and semantic attributes.Damares Crystina Oliveira de Resende Moacir Antonelli Ponti
Co-embedding: a semi-supervised multi-view representation learning approach.Xiaodong Jia Xiao-Yuan Jing Xiaoke Zhu Ziyun Cai Chang-Hui Hu
Feature learning via multi-action forms supervising force for face recognition.Zhengzheng Sun Lianfang Tian Qiliang Du Jameel Ahmed Bhutto Zhaolin Wang
Mining periodic patterns from spatio-temporal trajectories using FGO-based artificial neural network optimization model.Pragati Upadhyay Manoj Kumar Pandey Narendra Kohli
A MAS approach for vehicle routing problem.Mir Mohammad Alipour Hojjat Emami Mohsen Abdolhosseinzadeh
An improved medical image synthesis approach based on marine predators algorithm and maximum Gabor energy. Sparse one-dimensional convolutional neural network-based feature learning for fault detection and diagnosis in multivariable manufacturing processes.Jianbo Yu Chengyi Zhang Shijin Wang
GOWSeqStream: an integrated sequential embedding and graph-of-words for short text stream clustering. 2D fully chaotic map for image encryption constructed through a quadruple-objective optimization via artificial bee colony algorithm. Time-varying formation control with general linear multi-agent systems by distributed event-triggered mechanisms under fixed and switching topologies.Juan Zhang Huaguang Zhang Zhiyun Gao Shaoxin Sun
Observer-based adaptive control and faults estimation for T-S fuzzy singular fractional order systems.Yuqing Yan Huaguang Zhang Zhongyang Ming Yingchun Wang
An optimization model for a manufacturing-inventory system with rework process based on failure severity under multiple constraints.Ata Allah Taleizadeh Reza Askari Ioannis Konstantaras
Machine-learning-based top-view safety monitoring of ground workforce on complex industrial sites.Gelayol Golcarenarenji Ignacio Martinez-Alpiste Qi Wang Jose Maria Alcaraz Calero
FMNSICS: Fractional Meyer neuro-swarm intelligent computing solver for nonlinear fractional Lane-Emden systems.Zulqurnain Sabir Muhammad Asif Zahoor Raja Muhammad Umar Muhammad Shoaib Dumitru Baleanu
A novel hybrid approach of ABC with SCA for the parameter optimization of SVR in blind image quality assessment.Chunquan Li Yonghua He Dian Xiao Zu Luo Jinghui Fan Peter X. Liu
Improving stylized caption compatibility with image content by integrating region context. An efficient multilayer RBF neural network and its application to regression problems.Qinghua Jiang Lailai Zhu Chang Shu Vinothkumar Sekar
A differentially private indoor localization scheme with fusion of WiFi and bluetooth fingerprints in edge computing.Xuejun Zhang Fucun He Qian Chen Xinlong Jiang Junda Bao Tongwei Ren Xiaogang Du
Meta-heuristic optimization algorithms for solving real-world mechanical engineering design problems: a comprehensive survey, applications, comparative analysis, and results.Laith Mohammad Abualigah Mohamed Abd Elaziz Ahmad M. Khasawneh Mohammad Alshinwan Rehab Ali Ibrahim Mohammed Abdulaziz Aide Al-qaness Seyedali Mirjalili Putra Sumari Amir H. Gandomi
Volume 34, Number 5, March 2022
Wenying Yuan Shengli Shi Yuechao Ma
Pattern recognition techniques for classifying aeroballistic flying vehicle paths.Goncharenko Vladimir Mikhaylov Yury Kartushina Natalya
A hybrid deep neural network approach to estimate reference evapotranspiration using limited climate data.Gitika Sharma Ashima Singh Sushma Jain
A novel aspect-based sentiment classifier using whale optimized adaptive neural network. Just-in-time software defect prediction using deep temporal convolutional networks.Pasquale Ardimento Lerina Aversano Mario Luca Bernardi Marta Cimitile Martina Iammarino
Fast reinforcement learning algorithms for joint adaptive source coding and transmission control in IoT devices with renewable energy storage.Farnoosh Namjoonia Marzieh Sheikhi Vesal Hakami
Learning-based monarch butterfly optimization algorithm for solving numerical optimization problems. New ranking model with evidence theory under probabilistic hesitant fuzzy context and unknown weights.R. Krishankumaar Arunodaya Raj Mishra Xunjie Gou K. S. Ravichandran
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network.Arunabha M. Roy Rikhi Bose Jayabrata Bhaduri
Identification and prediction of phubbing behavior: a data-driven approach.Md Anisur Rahman Mirko Duradoni Andrea Guazzini
Using combined clustering algorithms and association rules for better management of the amount of water delivered to the irrigation network of Abyek Plain, Iran.Seyed Hassan Mirhashemi Farhad Mirzaei
LMSVCR: novel effective method of semi-supervised multi-classification.Zijie Dong Yimo Qin Bin Zou Jie Xu Yuan Yan Tang
Dynamic network embedding via multiple sequence learning.Weiwei Yuan Chenyang Shi Donghai Guan
Artificial neural network models to predict the response of 55NiTi shape memory alloy under stress and thermal cycles.J. S. Owusu-Danquah Abdallah Bseiso Srinivas Allena
Hachimoji DNA-based reversible blind color images hiding using Julia set and SVD.Kunshu Wang Xiangjun Wu Mengqi Liu Hang Gao Tiegang Gao
Temporal attention augmented transformer Hawkes process.Lu-ning Zhang Jian-wei Liu Zhi-yan Song Xin Zuo
Radiative and magnetohydrodynamic micropolar hybrid nanofluid flow over a shrinking sheet with Joule heating and viscous dissipation effects.Iskandar Waini Anuar Ishak Ioan Pop
End-to-end variational graph clustering with local structural preservation. Learning deep convolutional descriptor aggregation for efficient visual tracking.Xiao Ke Yuezhou Li Wenzhong Guo Yanyan Huang
Performance assessment of the two metaheuristic techniques and their Hybrid for power system stability enhancement with PV-STATCOM.Rajeev Kumar Sourav Diwania Pavan Khetrapal Sheetal Singh
Modified monarch butterfly optimization with distribution functions and its application for 3 DOF Hover flight system.Abdullah Ates Mehmet Akpamukcu
An efficient orthogonal opposition-based learning slime mould algorithm for maximum power point tracking.Essam H. Houssein Bahaa El-din Helmy Hegazy Rezk Ahmed M. Nassef
Generalization techniques of neural networks for fluid flow estimation.Masaki Morimoto Kai Fukami Kai Zhang Koji Fukagata
Robust affect analysis using committee of deep convolutional neural networks.Newlin Shebiah Russel Arivazhagan Selvaraj
Sepsis prediction in intensive care unit based on genetic feature optimization and stacked deep ensemble learning.Nora El-Rashidy Tamer AbuHmed Louai Alarabi Hazem M. El-Bakry Samir Abdelrazek Farman Ali Shaker H. Ali El-Sappagh
Improving finger vein discriminant representation using dynamic margin softmax loss.Huachuan Li Yi Lyu Guiduo Duan Ci Chen
LAANet: lightweight attention-guided asymmetric network for real-time semantic segmentation.Xiuling Zhang Bingce Du Ziyun Wu Tingbo Wan
A comprehensive review on GANs for time-series signals. Forecast of flood disaster emergency material demand based on IACO-BP algorithm.Fujiang Chen Junying Chen Jingang Liu
Neural network combining X-ray and ultrasound in breast examination.Jiaguang Song Yuezhong Zhang Shi Wang Zhi Liu Dianmin Sun
Detection and recognition of stationary vehicles and seat belts in intelligent Internet of Things traffic management system. Price Prediction of Pu'er tea based on ARIMA and BP Models.Zhi-wu Dou Mingxin Ji Man Wang Ya-nan Shao
Fast overlap removal for location-related representation elements. A joint model for entity and relation extraction based on BERT.Bo Qiao Zhuoyang Zou Yu Huang Kui Fang Xinghui Zhu Yiming Chen
Classification of thermal image of clinical burn based on incremental reinforcement learning.Xianjun Wu Wendong Huang Xiaoli Wu Shenghang Wu Jinbo Huang
Flood disaster risk assessment based on random forest algorithm. Early warning and real-time control of construction safety risk of underground engineering based on building information modeling and internet of things. Cross-domain recommendation based on latent factor alignment.Xu Yu Qiang Hu Hui Li Junwei Du Jia Gao Lijun Sun
Multi-system fusion based on deep neural network and cloud edge computing and its application in intelligent manufacturing. Condition monitoring and life prediction of the turning tool based on extreme learning machine and transfer learning.Zhan Gao Qiguo Hu Xiangyang Xu
Classification of jujube defects in small data sets based on transfer learning.Jianping Ju Hong Zheng Xiaohang Xu Zhongyuan Guo Zhaohui Zheng Mingyu Lin
Study on the intelligent identification method of formation lithology by element and gamma spectrum.He Zhang Qiuhong Chen Pengbo Ni Haibo Liang Min Mao Jialing Zou
The improved genetic and BP hybrid algorithm and neural network economic early warning system.Xinzhe Yin Jinghua Li Shoujun Huang
Interactivity of English online learning based on neural network. Aerobics posture recognition based on neural network and sensors. Considering optimization of English grammar error correction based on neural network.Liang Hu Yanling Tang Xinli Wu Jincheng Zeng
Routing optimization strategy of IoT awareness layer based on improved cat swarm algorithm. Neural network in sports cluster analysis. Special issue on multi-modal information learning and analytics on big data.Volume 34, Number 4, February 2022
Maryam Parsajoo Danial Jahed Armaghani Panagiotis G. Asteris
Endogenous growth factors and their empirical verification in the Colombian business context by applying fuzzy measurement techniques.Melva Inés Gómez-Caicedo Mercedes Gaitán-Angulo Anderson Quintero Jenny Paola Danna-Buitrago
BINGO: brain-inspired learning memory.Prabuddha Chakraborty Swarup Bhunia
Decoding neurobiological spike trains using recurrent neural networks: a case study with electrophysiological auditory cortex recordings. Multi-view dual attention network for 3D object recognition. An efficient equilibrium optimizer with support vector regression for stock market prediction.Essam H. Houssein Mahmoud Dirar Laith Mohammad Abualigah Waleed M. Mohamed
Hierarchical deep network with uncertainty-aware semi-supervised learning for vessel segmentation.Chenxin Li Wenao Ma Liyan Sun Xinghao Ding Yue Huang Guisheng Wang Yizhou Yu
A novel approach based on combining deep learning models with statistical methods for COVID-19 time series forecasting.Hossein Abbasimehr Reza Paki Aram Bahrini
SSIT: a sample selection-based incremental model training method for image recognition.Yichuan Zhang Yadi Liu Guangming Yang Jie Song
Poisoning attacks against knowledge graph-based recommendation systems using deep reinforcement learning.Zih-Wun Wu Chiao-Ting Chen Szu-Hao Huang
Video surveillance image enhancement via a convolutional neural network and stacked denoising autoencoder.Muhamad Faris Che Aminudin Shahrel Azmin Suandi
Enhancing reasoning through reduction of vagueness using fuzzy OWL-2 for representation of breast cancer ontologies.Olaide Nathaniel Oyelade Absalom E. Ezugwu Sunday A. Adewuyi
Hybrid models for suspended sediment prediction: optimized random forest and multi-layer perceptron through genetic algorithm and stochastic gradient descent methods.Saeed Samadianfard Katayoun Kargar Sadra Shadkani Sajjad Hashemi Akram Abbaspour Mir Jafar Sadegh Safari
A fuzzy WASD neuronet with application in breast cancer prediction.Theodore E. Simos Vasilios N. Katsikis Spyridon D. Mourtas
An investigation on m-polar fuzzy tolerance graph and its application.Tanmoy Mahapatra Madhumangal Pal
A novel ensemble learning approach for hourly global solar radiation forecasting.Mawloud Guermoui Said Benkaciali Kacem Gairaa Kada Bouchouicha Tayeb Boulmaiz John W. Boland
Multi-level shared-weight encoding for abstractive sentence summarization.Daisy Monika Lal Krishna Pratap Singh Uma Shanker Tiwary
Dual attention granularity network for vehicle re-identification.Jianhua Zhang Jingbo Chen Jiewei Cao Ruyu Liu Linjie Bian Shengyong Chen
Deep learning approach to obtain collaborative filtering neighborhoods.Jesús Bobadilla Ángel González-Prieto Fernando Ortega Raúl Lara-Cabrera
Macaque neuron instance segmentation only with point annotations based on multiscale fully convolutional regression neural network.Zhenzhen You Ming Jiang Zhenghao Shi Cheng Shi Shuangli Du Jimin Liang Anne-Sophie Hérard Caroline Jan Nicolas Souedet Thierry Delzescaux
Novel global polynomial stability criteria of impulsive complex-valued neural networks with multi-proportional delays. An improved Rao algorithm for frequency stability enhancement of nonlinear power system interconnected by AC/DC links with high renewables penetration.Mohamed Khamies Gaber Magdy Ali Selim Salah Kamel
Optimization of vector convolutional deep neural network using binary real cumulative incarnation for detection of distributed denial of service attacks.N. G. Bhuvaneswari Amma S. Selvakumar
A human-centred deep learning approach facilitating design pedagogues to frame creative questions.Nandita Bhanja Chaudhuri Debayan Dhar Pradeep G. Yammiyavar
Firefighting robot with deep learning and machine vision.Amit Dhiman Neel Shah Pranali Adhikari Sayali Kumbhar Inderjit Singh Dhanjal Ninad Dileep Mehendale
Triple-layer attention mechanism-based network embedding approach for anchor link identification across social networks.Yao Li Huiyuan Cui Huilin Liu Xiaoou Li
DF classification algorithm for constructing a small sample size of data-oriented DF regression model.Heng Xia Jian Tang Junfei Qiao Jian Zhang Wen Yu
Recent progress in leveraging deep learning methods for question answering.Tianyong Hao Xinxin Li Yulan He Fu Lee Wang Yingying Qu
Material analysis and big data monitoring of sports training equipment based on machine learning algorithm. Traditional Chinese medicine entity relation extraction based on CNN with segment attention.Tian Bai Haotian Guan Shang Wang Ye Wang Lan Huang
Weighted naïve Bayes text classification algorithm based on improved distance correlation coefficient.Shufen Ruan Baozhou Chen Kunfang Song Hongwei Li
Innovative research on the visual performance of image two-dimensional animation film based on deep neural network.Ping Xu Yufang Zhu Shaoshuo Cai
Design and implementation of video processing controller for pipeline robot based on embedded machine vision.Zenglu Song Jin Yao Huadong Hao
Recognition and extraction of high-resolution satellite remote sensing image buildings based on deep learning. Joint access point fuzzy rough set reduction and multisource information fusion for indoor Wi-Fi positioning.Wei Nie Zhu Liu Mu Zhou Xiaolong Yang Wei He
Prediction model of the impact of innovation and entrepreneurship on China's digital economy based on neural network integration systems. Prediction of rockburst hazard based on particle swarm algorithm and neural network. Application of processing technology based on skyline query in computer network.Yifu Zeng ZhiBang Yang Wei Zhang Chuang Li
Research on computer vision enhancement in intelligent robot based on machine learning and deep learning.Yuhan Ding Lisha Hua Shunlei Li
Research on nonlinear forecast and influencing factors of foreign trade export based on support vector neural network.Zhao'an Han Zijiang Zhu Shajunyi Zhao Weihuang Dai
Using machine learning method on calculation of boundary layer height. Exploring online intelligent teaching method with machine learning and SVM algorithm. Research on enterprise risk knowledge graph based on multi-source data fusion. An approach for discovery and scheduling replaceable service on edge environment.Zihao Wu Zeming Yan Dongyi Huang Jiayi Kuang
Research on the effectiveness of English online learning based on neural network. Optimization analysis of football match prediction model based on neural network. Loss prediction of mountain flood disaster in villages and towns based on rough set RBF neural network. A model-based collaborate filtering algorithm based on stacked AutoEncoder. Special issue on cognitive-inspired computing and applications.Volume 34, Number 3, February 2022
Mariem Ben Abdallah Ahmad Taher Azar Hichem Guedri Jihene Malek Hafedh Belmabrouk
Correction to: Multi-objective hybrid genetic algorithm for task scheduling problem in cloud computing.Poria Pirozmand Ali Asghar Rahmani Hosseinabadi Maedeh Farrokhzad Mehdi Sadeghilalimi Seyed Saeid Mirkamali Adam Slowik
Correction to: 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
Automatic and intelligent content visualization system based on deep learning and genetic algorithm. A modified firefly algorithm applying on multi-objective radial-based function for blasting.Abbas Abbaszadeh Shahri Mohammad Khorsand Zak Hossein Abbaszadeh Shahri
KRR-CNN: kernels redundancy reduction in convolutional neural networks.El houssaine Hssayni Nour-eddine Joudar Mohamed Ettaouil
Drought modelling by standard precipitation index (SPI) in a semi-arid climate using deep learning method: long short-term memory.Alireza Docheshmeh Gorgij Meysam Alizamir Ozgur Kisi Ahmed Elshafie
(2+1)D-SLR: an efficient network for video sign language recognition.Fei Wang Yuxuan Du Guorui Wang Zhen Zeng Lihong Zhao
Fuzzy-based modeling of thermohydraulic aspect of solar air heater roughened with inclined broken roughness.H. Rahmati Aidinlou A. M. Nikbakht
Fault location in distribution networks based on SVM and impedance-based method using online databank generation.Ahmad Keshavarz Rahman Dashti Maryam Deljoo Hamid Reza Shaker
NucNormZSL: nuclear norm-based domain adaptation in zero-shot learning.Upendra Pratap Singh Krishna Pratap Singh Manoj Thakur
Emotionally charged text classification with deep learning and sentiment semantic.Jeow Li Huan Arif Ahmed Sekh Chai Quek Dilip K. Prasad
Non-fragile sliding mode control for H∞/passive synchronization of master-slave Markovian jump complex dynamical networks with time-varying delays. GSTA: gated spatial-temporal attention approach for travel time prediction.Alkilane Khaled Alfateh M. Tag Elsir Yanming Shen
A Gray Code model for the encoding of grid cells in the Entorhinal Cortex.Jânio M. Monteiro André S. Pedro António Silva
AFP-SRC: identification of antifreeze proteins using sparse representation classifier.Muhammad Usman Shujaat Khan Seongyong Park Abdul Wahab
Hybridizing multi-objective, clustering and particle swarm optimization for multimodal optimization.Tianzi Zheng Jianchang Liu Yuanchao Liu Shubin Tan
A real-time and high-precision method for small traffic-signs recognition.Junzhou Chen Kunkun Jia Wenquan Chen Zhihan Lv Ronghui Zhang
AURORA: an autonomous agent-oriented hybrid trading service.Renato A. Nobre Khalil C. do Nascimento Patrícia A. Vargas Alan Demétrius Baria Valejo Gustavo Pessin Leandro A. Villas Geraldo P. Rocha Filho
A topic-based multi-channel attention model under hybrid mode for image caption. A fog-based Traffic Light Management Strategy (TLMS) based on fuzzy inference engine.Samah A. Gamel Ahmed I. Saleh Hesham A. Ali
A variable memory state feedback and its application to robust control of uncertain singular time-delay systems. CN-waterfall: a deep convolutional neural network for multimodal physiological affect detection.Nazanin Fouladgar Marjan Alirezaie Kary Främling
Long-term analysis of HIV infection therapy with cubature Kalman filtering-based predictive control. Further improved global exponential stability result for neural networks with time-varying delay. Multivariate regression and genetic programming for prediction of backbreak in open-pit blasting.Mukul Sharma Hemant Agrawal B. S. Choudhary
Incremental learning model based on an improved CKS-PFNN for aluminium electrolysis manufacturing.Wei Ding Lizhong Yao Yanyan Li Wei Long Jun Yi
Classification of hyperspectral imagery using spectrally partitioned HyperUnet. Domain and writer adaptation of offline Arabic handwriting recognition using deep neural networks.Sana Khamekhem Jemni Sourour Ammar Yousri Kessentini
Performance assessment of meta-heuristics for composite layup optimisation.Shahin Jalili Reza Khani Alireza Maheri Yousef Hosseinzadeh
Self-adaptive mobile web service discovery approach based on modified negative selection algorithm.Salisu Garba Radziah Mohamad Nor Azizah Saadon
GUASOM: an adaptive visualization tool for unsupervised clustering in spectrophotometric astronomical surveys.Marco Antonio Álvarez Carlos Dafonte Minia Manteiga Daniel Garabato Raúl Santoveña
A fault classification method using dynamic centered one-dimensional local angular binary pattern for a PMSM and drive system. Modified job shop scheduling via Taguchi method and genetic algorithm.Suhaila Saidat Ahmad Kadri Junoh Wan Zuki Azman Wan Muhamad Zainab Yahya
Modeling path information for knowledge graph completion. Causal discovery from multi-domain data using the independence of modularities.Jie Qiao Yiming Bai Ruichu Cai Zhifeng Hao
A classification and quantification approach to generate features in soundscape ecology using neural networks.Fábio Felix Dias Moacir Antonelli Ponti Rosane Minghim
CWI: A multimodal deep learning approach for named entity recognition from social media using character, word and image features.Meysam Asgari-Chenaghlu Mohammad-Reza Feizi-Derakhshi Leili Farzinvash M. A. Balafar Cina Motamed
The novel VIKOR methods for generalized Pythagorean fuzzy soft sets and its application to children of early childhood in COVID-19 quarantine.Murat Kirisci Ibrahim Demir Necip Simsek Nihat Topaç Musa Bardak
A comprehensive review of deep neuro-fuzzy system architectures and their optimization methods.Noureen Talpur Said Jadid Abdulkadir Hitham Alhussian Mohd Hilmi Hasan Norshakirah Aziz Alwi Bamhdi
Deep convolutional neural networks for computer-aided breast cancer diagnostic: a survey.Parita Oza Paawan Sharma Samir Patel Pankaj Kumar
Value targets in off-policy AlphaZero: a new greedy backup.Daniel Willemsen Hendrik Baier Michael Kaisers
The impact of environmental stochasticity on value-based multiobjective reinforcement learning.Peter Vamplew Cameron Foale Richard Dazeley
Opponent learning awareness and modelling in multi-objective normal form games.Roxana Radulescu Timothy Verstraeten Yijie Zhang Patrick Mannion Diederik M. Roijers Ann Nowé
Scalable multi-product inventory control with lead time constraints using reinforcement learning.Hardik Meisheri Nazneen N. Sultana Mayank Baranwal Vinita Baniwal Somjit Nath Satyam Verma Balaraman Ravindran Harshad Khadilkar
Discrete-to-deep reinforcement learning methods.Budi Kurniawan Peter Vamplew Michael Papasimeon Richard Dazeley Cameron Foale
Lucid dreaming for experience replay: refreshing past states with the current policy.Yunshu Du Garrett Warnell Assefaw H. Gebremedhin Peter Stone Matthew E. Taylor
Policy invariant explicit shaping: an efficient alternative to reward shaping.Paniz Behboudian Yash Satsangi Matthew E. Taylor Anna Harutyunyan Michael Bowling
Dynamical systems as a level of cognitive analysis of multi-agent learning. Special issue on adaptive and learning agents 2020.Felipe Leno da Silva Patrick MacAlpine Roxana Radulescu Fernando P. Santos Patrick Mannion
Volume 34, Number 2, January 2022
Noor ul Sehr Zia Muhammad Ferjad Naeem Syed Muhammad Kumail Raza Muhammad Mubasher Khan Adnan Ul-Hasan Faisal Shafait
Multi-features guidance network for partial-to-partial point cloud registration.Hongyuan Wang Xiang Liu Wen Kang Zhiqiang Yan Bingwen Wang Qianhao Ning
A weighted ensemble classifier based on WOA for classification of diabetes.Fatemeh Khademi Mohsen Rabbani Homayun Motameni Ebrahim Akbari
NER2QUES: combining named entity recognition and sequence to sequence to automatically generating Vietnamese questions. Adaptive kernel selection network with attention constraint for surgical instrument classification.Yaqing Hou Wenkai Zhang Qian Liu Hongwei Ge Jun Meng Qiang Zhang Xiaopeng Wei
A parallel NAW-DBLSTM algorithm on Spark for traffic flow forecasting.Dawen Xia Nan Yang Shunying Jiang Yang Hu Yantao Li Huaqing Li Lin Wang
Failure assessment of defected pipe under strike-slip fault with data-driven models accounting for the model uncertainty. An unbiased Monte Carlo method to solve linear Volterra equations of the second kind.Ivan Dimov Sylvain Maire Venelin Todorov
A simple and efficient rainfall-runoff model based on supervised brain emotional learning.Sara Parvinizadeh Mohammad Zakermoshfegh Maryam Shakiba
Contextual anomaly detection on time series: a case study of metro ridership analysis.Kévin Pasini Mostepha Khouadjia Allou Samé Martin Trépanier Latifa Oukhellou
A dual-stream fused neural network for fall detection in multi-camera and $360^{\circ }$ videos.Sumeet Saurav Ravi Saini Sanjay Singh
Parkinson's disease diagnosis using convolutional neural networks and figure-copying tasks.Mohamad Alissa Michael A. Lones Jeremy Cosgrove Jane E. Alty Stuart Jamieson Stephen L. Smith Marta Vallejo
Detection of invisible cracks in ceramic materials using by pre-trained deep convolutional neural network.Hidir Selcuk Nogay Tahir Cetin Akinci Musa Yilmaz
Deeper multi-column dilated convolutional network for congested crowd understanding.Leilei Yan Li Zhang Xiaohan Zheng Fanzhang Li
Improved sine cosine algorithm with simulated annealing and singer chaotic map for Hadith classification.Mohammad Tubishat Salinah Ja'afar Norisma Idris Mohammed Azmi Al-Betar Mohammed Alswaitti Hazim Jarrah Maizatul Akmar Ismail Mardian Shah Omar
A fuzzy decision-making approach to analyze the design principles for green ergonomics.Aylin Adem Erman Çakit Metin Dagdeviren
Multiple classifier for concatenate-designed neural network. Multi-objective Lyapunov-based controller design for nonlinear systems via genetic programming.Mir Masoud Ale Ali Ali Jamali A. Asgharnia R. Ansari Rammohan Mallipeddi
A gradient-based neural network accelerated for vision-based control of an RCM-constrained surgical endoscope robot.Weibing Li Luyang Han Xiao Xiao Bolin Liao Chen Peng
Deep convolutional neural network for diabetes mellitus prediction.Suja A. Alex J. Jesu Vedha Nayahi H. Shine Vaisshalli Gopirekha
Deep non-negative tensor factorization with multi-way EMG data. Automated fruit grading using optimal feature selection and hybrid classification by self-adaptive chicken swarm optimization: grading of mango.Neeraj Kumari Rakesh Kr. Dwivedi Ashutosh Kr. Bhatt Rajendra Belwal
Saliency: a new selection criterion of important architectures in neural architecture search.Jie Hao Zhiling Cai Ruijia Li William Zhu
An efficient cybersecurity framework for facial video forensics detection based on multimodal deep learning.Ahmed Sedik Osama S. Faragallah Hala S. El-sayed Ghada M. El Banby Fathi E. Abd El-Samie Ashraf A. M. Khalaf Walid El Shafai
Tensor pooling-driven instance segmentation framework for baggage threat recognition.Taimur Hassan Samet Akçay Mohammed Bennamoun Salman H. Khan Naoufel Werghi
A hybrid machine learning model for classifying time series. Feasibility assessment of Kian-I mobile robot for autonomous navigation.Amin Abbasi Somaiyeh Mahmoud Zadeh Amirmehdi Yazdani Ata Jahangir Moshayedi
Human ethnics prediction using facial features and optimized convolutional neural network. Multilevel thresholding segmentation of color plant disease images using metaheuristic optimization algorithms.Rustu Akay Radhwan A. A. Saleh Shawqi M. O. Farea Muzaffer Kanaan
Arabic text classification: the need for multi-labeling systems.Hozayfa El Rifai Leen Al Qadi Ashraf Elnagar
The Hodgkin-Huxley neuron model for motion detection in image sequences.Hayat Yedjour Boudjelal Meftah Dounia Yedjour Olivier Lézoray
An algorithm to compute the strength of competing interactions in the Bering Sea based on pythagorean fuzzy hypergraphs.Hafiza Saba Nawaz Muhammad Akram José Carlos R. Alcantud
Modeling and experimental validation of dry-type transformers with multiobjective swarm intelligence-based optimization algorithms for industrial application.Tugce Demirdelen Burak Esenboga Inayet Ozge Aksu Alican Ozdogan Abdurrahman Yavuzdeger Firat Ekinci Mehmet Tümay
RDPOD: an unsupervised approach for outlier detection.Abhaya Abhaya Bidyut Kr. Patra
Toward deep MRI segmentation for Alzheimer's disease detection.Hadeer A. Helaly Mahmoud Mohammed Badawy Amira Y. Haikal
EFLDet: enhanced feature learning for object detection.Yongwei Liao Guipeng Zhang Zhenguo Yang Wenyin Liu
Applications of deep learning for mobile malware detection: A systematic literature review.Cagatay Catal Görkem Giray Bedir Tekinerdogan
Face clustering using a weighted combination of deep representations.Dafni Skiadopoulou Aristidis Likas
Performance improvement for metro passenger flow forecast using spatio-temporal deep neural network.Jaison Paul Mulerikkal Sajanraj Thandassery Vinith Rejathalal Deepa Merlin Dixon Kunnamkody
Deep learning for fake news detection on Twitter regarding the 2019 Hong Kong protests.Alexandros Dimitrios Zervopoulos Aikaterini Georgia Alvanou Konstantinos Bezas Asterios Papamichail Manolis Maragoudakis Katia Kermanidis
On unifying deep learning and edge computing for human motion analysis in exergames development.Antonis Pardos Andreas Menychtas Ilias Maglogiannis
Thesaurus-based word embeddings for automated biomedical literature classification.Dimitrios A. Koutsomitropoulos Andreas D. Andriopoulos
Discriminative attention-augmented feature learning for facial expression recognition in the wild.Linyi Zhou Xijian Fan Tardi Tjahjadi Sruti Das Choudhury
A Deep Learning-based approach for forecasting off-gas production and consumption in the blast furnace.Stefano Dettori Ismael Matino Valentina Colla Ramon Speets
Evolving graph convolutional networks for neural architecture search.George Kyriakides Konstantinos G. Margaritis
iBuilding: artificial intelligence in intelligent buildings. The random neural network in price predictions. λ-DNNs and their implementation in conjugate heat transfer shape optimization.Marina Kontou Dimitrios Kapsoulis Ioannis Baklagis Xenofon Trompoukis Kyriakos C. Giannakoglou
Smart city infrastructure protection: real-time threat detection employing online reservoir computing architecture. A novel energy-based online sequential extreme learning machine to detect anomalies over real-time data streams.Volume 34, Number 1, January 2022
Qien Yu Muthu Subash Kavitha Takio Kurita
Correction to: Innovative deep learning models for EEG-based vigilance detection.Souhir Khessiba Ahmed Ghazi Blaiech Khaled Ben Khalifa Asma Ben Abdallah Mohamed Hédi Bedoui
Correction to: Linking place records using multi-view encoders.Vinícius M. R. Cousseau Luciano Barbosa
Correction to: Fault detection in distillation column using NARX neural network.Syed Ali Ammar Taqvi Lemma Dendena Tufa Haslinda Zabiri Abdulhalim Shah Maulud Fahim Uddin
Correction to: Building an efficient OCR system for historical documents with little training data.Jirí Martínek Ladislav Lenc Pavel Král
A new insight to the wind speed forecasting: robust multi-stage ensemble soft computing approach based on pre-processing uncertainty assessment.Eyyup Ensar Basakin Ömer Ekmekcioglu Hatice Citakoglu Mehmet Özger
AENeT: an attention-enabled neural architecture for fake news detection using contextual features.Vidit Jain Rohit Kumar Kaliyar Anurag Goswami Pratik Narang Yashvardhan Sharma
EPMC: efficient parallel memory compression in deep neural network training.Zailong Chen Shenghong Yang Chubo Liu Yikun Hu Kenli Li Keqin Li
A novel concept of domination in m-polar interval-valued fuzzy graph and its application. Deep learning for prediction of depressive symptoms in a large textual dataset.Md. Zia Uddin Kim Kristoffer Dysthe Asbjørn Følstad Petter Bae Brandtzaeg
Ensemble deep transfer learning model for Arabic (Indian) handwritten digit recognition.Rami S. Alkhawaldeh Moatsum Alawida Nawaf Farhan Funkur Alshdaifat Wafa' Za'al Alma'aitah Ammar Almasri
A hybrid moth flame optimization and variable neighbourhood search technique for optimal design of IIR filters. SSPSNet: a single shot panoptic segmentation network for accurate scene parsing.Qi Wang Yuanshuai Wang Yuan Zhou Jing Wang Wuming Jiang Xiangde Zhang
UQSCM-RFD: A query-knowledge interfacing approach for diversified query recommendation in semantic search based on river flow dynamics and dynamic user interaction.Gerard Deepak A. Santhanavijayan
Detection of surface defects on pharmaceutical solid oral dosage forms with convolutional neural networks.Domen Racki Dejan Tomazevic Danijel Skocaj
Adaptive NN prescribed performance control design for uncertain switching nonlinear systems with periodically time-varying parameters.Xiaoli Yang Jing Li Shuiyan Wu Xiaobo Li
A neural network training algorithm for singular perturbation boundary value problems.T. E. Simos Ioannis Th. Famelis
Context-guided feature enhancement network for automatic check-out.Yihan Sun Tiejian Luo Zhen Zuo
Effective forecasting of stock market price by using extreme learning machine optimized by PSO-based group oriented crow search algorithm.Sudeepa Das Tirath Prasad Sahu Rekh Ram Janghel Binod Kumar Sahu
A conjugate gradient algorithm based on double parameter scaled Broyden-Fletcher-Goldfarb-Shanno update for optimization problems and image restoration.Dan Luo Yong Li Junyu Lu Gonglin Yuan
Integration of extreme gradient boosting feature selection approach with machine learning models: application of weather relative humidity prediction.Hai Tao Salih Muhammad Awadh Sinan Q. Salih Shafik S. Shafik Zaher Mundher Yaseen
Asset criticality and risk prediction for an effective cybersecurity risk management of cyber-physical system.Halima Ibrahim Kure Shareeful Islam Mustansar Ghazanfar Asad Raza Maruf Pasha
An adaptive backpropagation algorithm for long-term electricity load forecasting.Nooriya A. Mohammed Ammar Al-Bazi
Decision-making in machine learning using novel picture fuzzy divergence measure.Adeeba Umar Ram Naresh Saraswat
A novel meta-heuristic algorithm for solving numerical optimization problems: Ali Baba and the forty thieves.Malik Braik Mohammad Hashem Ryalat Hussein Al-Zoubi
Robust penalized extreme learning machine regression with applications in wind speed forecasting.Yang Yang Hu Zhou Yuchao Gao Jinran Wu You-Gan Wang Liya Fu
Infinite impulse response system identification using average differential evolution algorithm with local search. An integration framework of topology method, enhanced adaptive neuro-fuzzy inference system, water cycle algorithm with evaporation rate for design optimization for a flexure gripper.Van Bang Dinh Ngoc Thoai Tran Thanh-Phong Dao
Thermal-based early breast cancer detection using inception V3, inception V4 and modified inception MV4.Mohammed Abdulla Salim Al Husaini Mohamed Hadi Habaebi Teddy Surya Gunawan Md. Rafiqul Islam Elfatih Abdelrahman Ahmed Elsheikh F. M. Suliman
Memristor-based circuit implementation of Competitive Neural Network based on online unsupervised Hebbian learning rule for pattern recognition.Mian Li Qinghui Hong Xiaoping Wang
A novel nature-inspired maximum power point tracking (MPPT) controller based on ACO-ANN algorithm for photovoltaic (PV) system fed arc welding machines.Badreddine Babes Amar Boutaghane Noureddine Hamouda
Multidomain image-to-image translation model based on hidden space sharing. Artificial neural network for prediction of thermal conductivity of rGO-metal oxide nanocomposite-based nanofluids.Divya P. Barai Bharat A. Bhanvase Shekhar L. Pandharipande
A bi-directional facial attribute transfer framework: transfer your single facial attribute to a portrait illustration.Rong-xiao Shi Dongyi Ye Zhaojiong Chen
Inverse optimal synchronization control of competitive neural networks with constant time delays.Xiaomin Liu Chunyu Yang Song Zhu
Longitudinal wind field prediction based on DDPG.Zhenping Yu Pan-Long Tan Qinglin Sun Hao Sun Zengqiang Chen
Glioma segmentation of optimized 3D U-net and prediction of multi-modal survival time.Qihong Liu Kai Liu Antonio Bolufé Röhler Jing Cai Ling He
A state-of-the-art review on shading mitigation techniques in solar photovoltaics via meta-heuristic approach.Pawan Kumar Pathak Anil Kumar Yadav P. A. Alvi
A review of artificial intelligence applied to path planning in UAV swarms.Alejandro Puente-Castro Daniel Rivero Alejandro Pazos Enrique Fernández-Blanco
Continually trained life-long classification.Rudolf J. Szadkowski Jan Drchal Jan Faigl
Automatic identification of the number of clusters in hierarchical clustering. Supervised learning in the presence of concept drift: a modelling framework.Michiel Straat Fthi Abadi Zhuoyun Kan Christina Göpfert Barbara Hammer Michael Biehl
Passive concept drift handling via variations of learning vector quantization.Moritz Heusinger Christoph Raab Frank-Michael Schleif
Quantum-inspired learning vector quantizers for prototype-based classification.Thomas Villmann Alexander Engelsberger Jensun Ravichandran Andrea Villmann Marika Kaden
Learning vector quantization as an interpretable classifier for the detection of SARS-CoV-2 types based on their RNA sequences.Marika Kaden Katrin Sophie Bohnsack Mirko Weber Mateusz Kudla Kaja Gutowska Jacek Blazewicz Thomas Villmann
Topographic mapping for quality inspection and intelligent filtering of smart-bracelet data.Davide Bacciu Gioele Bertoncini Davide Morelli
Self-organizing mappings on the flag manifold with applications to hyper-spectral image data analysis.Xiaofeng Ma Michael Kirby Chris Peterson
DM-pruning CADJ graphs for SOM clustering.Joshua Taylor Erzsébet Merényi
SOM-based aggregation for graph convolutional neural networks. A self-organizing world: special issue of the 13th edition of the workshop on self-organizing maps and learning vector quantization, clustering and data visualization, WSOM + 2019.