Ausgabe 4/2023
Inhalt (68 Artikel)
Multi-objective rain optimization algorithm with WELM model for customer churn prediction in telecommunication sector
Irina V. Pustokhina, Denis A. Pustokhin, Phong Thanh Nguyen, Mohamed Elhoseny, K. Shankar
Feature selection algorithm for usability engineering: a nature inspired approach
Rajat Jain, Tania Joseph, Anvita Saxena, Deepak Gupta, Ashish Khanna, Kalpna Sagar, Anil K. Ahlawat
Deep learning framework for handling concept drift and class imbalanced complex decision-making on streaming data
S. Priya, R. Annie Uthra
Design and analysis of an efficient machine learning based hybrid recommendation system with enhanced density-based spatial clustering for digital e-learning applications
S. Bhaskaran, Raja Marappan
Intelligent system for human activity recognition in IoT environment
Hassan Khaled, Osama Abu-Elnasr, Samir Elmougy, A. S. Tolba
Evaluation of regional industrial cluster innovation capability based on particle swarm clustering algorithm and multi-objective optimization
Yongcai Yan, Mengxue He, Lifang Song
Combining weighted SMOTE with ensemble learning for the class-imbalanced prediction of small business credit risk
Mohammad Zoynul Abedin, Chi Guotai, Petr Hajek, Tong Zhang
An integrated fuzzy credit rating model using fuzzy-BWM and new fuzzy-TOPSIS-Sort-C
Pranith K. Roy, Krishnendu Shaw
Lane detection under artificial colored light in tunnels and on highways: an IoT-based framework for smart city infrastructure
Safwan Ghanem, Priyadarshi Kanungo, Ganapati Panda, Suresh Chandra Satapathy, Rohit Sharma
An infrastructure-assisted job scheduling and task coordination in volunteer computing-based VANET
Abdul Waheed, Munam Ali Shah, Abid Khan, Gwanggil Jeon
IHWC: intelligent hidden web crawler for harvesting data in urban domains
Sawroop Kaur, Aman Singh, G. Geetha, Xiaochun Cheng
A noise-based privacy preserving model for Internet of Things
Shelendra Kumar Jain, Nishtha Kesswani
Integration and classification approach based on probabilistic semantic association for big data
Vishnu VandanaKolisetty, Dharmendra Singh Rajput
A hybrid data-driven online solar energy disaggregation system from the grid supply point
Xiao-Yu Zhang, Stefanie Kuenzel, Peiqian Guo, Lei Yin, Chris Watkins
Dual-filtering (DF) schemes for learning systems to prevent adversarial attacks
Dipankar Dasgupta, Kishor Datta Gupta
Uncertainty as a Swiss army knife: new adversarial attack and defense ideas based on epistemic uncertainty
Omer Faruk Tuna, Ferhat Ozgur Catak, M. Taner Eskil
A systematic review of homomorphic encryption and its contributions in healthcare industry
Kundan Munjal, Rekha Bhatia
Multi-layer stacking ensemble learners for low footprint network intrusion detection
Saeed Shafieian, Mohammad Zulkernine
Quantifying safety risks of deep neural networks
Peipei Xu, Wenjie Ruan, Xiaowei Huang
Unexpected interest recommender system with graph neural network
Hongbin Xia, Kai Huang, Yuan Liu
BugPre: an intelligent software version-to-version bug prediction system using graph convolutional neural networks
Zixu Wang, Weiyuan Tong, Peng Li, Guixin Ye, Hao Chen, Xiaoqing Gong, Zhanyong Tang
Graph neural networks and cross-protocol analysis for detecting malicious IP addresses
Yonghong Huang, Joanna Negrete, John Wagener, Celeste Fralick, Armando Rodriguez, Eric Peterson, Adam Wosotowsky
Wind speed and global radiation forecasting based on differential, deep and stochastic machine learning of patterns in 2-level historical meteo-quantity sets
Ladislav Zjavka
Variable surrogate model-based particle swarm optimization for high-dimensional expensive problems
Jie Tian, Mingdong Hou, Hongli Bian, Junqing Li
Does the one-size-fits-all setting meet the demand? Assessment of setting EV–charging-capable parking spaces in public parking lots based on agent simulation
Zhenyu Mei, Wei Tang, Chi Feng, Lihui Zhang, Dianhai Wang
A hybrid algorithm based on state-adaptive slime mold model and fractional-order ant system for the travelling salesman problem
Xiaoling Gong, Ziheng Rong, Jian Wang, Kai Zhang, Shengxiang Yang
HS-Gen: a hypersphere-constrained generation mechanism to improve synthetic minority oversampling for imbalanced classification
Zuowei He, Jiaqing Tao, Qiangkui Leng, Junchang Zhai, Changzhong Wang
Attention-guided video super-resolution with recurrent multi-scale spatial–temporal transformer
Wei Sun, Xianguang Kong, Yanning Zhang
Modeling multiple latent information graph structures via graph convolutional network for aspect-based sentiment analysis
Jiajun Wang, Xiaoge Li, Xiaochun An
Study on non-iterative algorithms for center-of-sets type-reduction of Takagi–Sugeno–Kang type general type-2 fuzzy logic systems
Yang Chen
Assessment of regional economic restorability under the stress of COVID-19 using the new interval type-2 fuzzy ORESTE method
Hui Zhang, Hui Gao, Peide Liu
LTF-NSI: a novel local transfer function based on neighborhood similarity index for medical image enhancement
Idowu Paul Okuwobi, Zhixiang Ding, Jifeng Wan, Jiajia Jiang, Shuxue Ding
Surrogated-assisted multimodal multi-objective optimization for hybrid renewable energy system
Tao Zhang, Wenhua Li, Rui Wang
Data-driven Harris Hawks constrained optimization for computationally expensive constrained problems
Chongbo Fu, Huachao Dong, Peng Wang, Yihong Li
Multi-feature contrastive learning for unpaired image-to-image translation
Yao Gou, Min Li, Yu Song, Yujie He, Litao Wang
A hybrid differential evolution algorithm for a location-inventory problem in a closed-loop supply chain with product recovery
Hao Guo, Gang Liu, Ying Zhang, Chunnan Zhang, Chuanhui Xiong, Wenli Li
Analysis of Hamming and Hausdorff 3D distance measures for complex pythagorean fuzzy sets and their applications in pattern recognition and medical diagnosis
Dong-Lun Wu, Zhiyi Zhu, Kifayat Ullah, Lantian Liu, Xinxing Wu, Xu Zhang
Resonance algorithm: an intuitive algorithm to find all shortest paths between two nodes
Yu Liu, Qiguang Lin, Binbin Hong, Yunru Peng, Daniel Hjerpe, Xiaofeng Liu
Can financial stress be anticipated and explained? Uncovering the hidden pattern using EEMD-LSTM, EEMD-prophet, and XAI methodologies
Indranil Ghosh, Pamucar Dragan
Discrete matrix factorization cross-modal hashing with multi-similarity consistency
Yiru Li, Peiwen Hu, Ying Li, Shouyong Peng, Xiaofeng Zhang, Jun Yue, Tao Yao
Robust neural dynamics with adaptive coefficient applied to solve the dynamic matrix square root
Chengze Jiang, Chaomin Wu, Xiuchun Xiao, Cong Lin
A cross-domain fruit classification method based on lightweight attention networks and unsupervised domain adaptation
Jin Wang, Cheng Zhang, Ting Yan, Jingru Yang, Xiaohui Lu, Guodong Lu, Bincheng Huang
A hybrid temporal convolutional network and Prophet model for power load forecasting
Jinyuan Mo, Rui Wang, Mengda Cao, Kang Yang, Xu Yang, Tao Zhang
A multiscale convolution neural network for bearing fault diagnosis based on frequency division denoising under complex noise conditions
Youming Wang, Gongqing Cao
DM-DQN: Dueling Munchausen deep Q network for robot path planning
Yuwan Gu, Zhitao Zhu, Jidong Lv, Lin Shi, Zhenjie Hou, Shoukun Xu
A bidirectional trajectory contrastive learning model for driving intention prediction
Yi Zhou, Huxiao Wang, Nianwen Ning, Zhangyun Wang, Yanyu Zhang, Fuqiang Liu
DAACO: adaptive dynamic quantity of ant ACO algorithm to solve the traveling salesman problem
Huijun Liu, Ao Lee, Wenshi Lee, Ping Guo
NCT:noise-control multi-object tracking
Kai Zeng, Yujie You, Tao Shen, Qingwang Wang, Zhimin Tao, Zhifeng Wang, Quanjun Liu
CenterLoc3D: monocular 3D vehicle localization network for roadside surveillance cameras
Xinyao Tang, Wei Wang, Huansheng Song, Chunhui Zhao
Multiple sparse detection-based evolutionary algorithm for large-scale sparse multiobjective optimization problems
Jin Ren, Feiyue Qiu, Huizhen Hu
Multi-order hypergraph convolutional networks integrated with self-supervised learning
Jiahao Huang, Fangyuan Lei, Jianjian Jiang, Xi Zeng, Ruijun Ma, Qingyun Dai
DBCC2: an improved difficulty-based cooperative co-evolution for many-modal optimization
Yingying Qiao, Wenjian Luo, Xin Lin, Peilan Xu, Mike Preuss
An explainable deepfake detection framework on a novel unconstrained dataset
Sherin Mathews, Shivangee Trivedi, Amanda House, Steve Povolny, Celeste Fralick
Cooperative coevolutionary differential evolution with linkage measurement minimization for large-scale optimization problems in noisy environments
Rui Zhong, Enzhi Zhang, Masaharu Munetomo
A hybrid recommender system using topic modeling and prefixspan algorithm in social media
Ali Akbar Noorian Avval, Ali Harounabadi
Incomplete linguistic q-rung orthopair fuzzy preference relations and their application to multi-criteria decision making
Tao Li, Liyuan Zhang, Zhenglong Zhang
DPC-MSGATNet: dual-path chain multi-scale gated axial-transformer network for four-chamber view segmentation in fetal echocardiography
Sibo Qiao, Shanchen Pang, Gang Luo, Yi Sun, Wenjing Yin, Silin Pan, Zhihan Lv
An integrated group decision-making method for the evaluation of hypertension follow-up systems using interval-valued q-rung orthopair fuzzy sets
Benting Wan, Zhaopeng Hu, Harish Garg, Youyu Cheng, Mengjie Han
Inpainting larger missing regions via progressive guidance decoding network
Xiucheng Dong, Jinyang Jiang, Shuang Hou, Chencheng Yang
Jamming-aware optimization for UAV trajectory design and internet of things devices clustering
Abdullah Almasoud
A new approach to investigate the effects of artificial neural networks based on bipolar complex spherical fuzzy information
Jeonghwan Gwak, Harish Garg, Naeem Jan, Bushra Akram
A two-stage adaptive penalty method based on co-evolution for constrained evolutionary optimization
Bing-Chuan Wang, Jing-Jing Guo, Pei-Qiu Huang, Xian-Bing Meng
Automatic multi-documents text summarization by a large-scale sparse multi-objective optimization algorithm
H. Abo-Bakr, S. A. Mohamed
Spatial–temporal transformer for end-to-end sign language recognition
Zhenchao Cui, Wenbo Zhang, Zhaoxin Li, Zhaoqi Wang
RaiseAuth: a novel bio-behavioral authentication method based on ultra-low-complexity movement
Shuo Zhao, Zhongwen Guo, Xu Cheng, Sining Jiang, Hao Wang
Bi-indicator driven surrogate-assisted multi-objective evolutionary algorithms for computationally expensive problems
Wenxin Wang, Huachao Dong, Peng Wang, Jiangtao Shen
Systematic review of MCDM approach applied to the medical case studies of COVID-19: trends, bibliographic analysis, challenges, motivations, recommendations, and future directions
A. H. Alamoodi, B. B. Zaidan, O. S. Albahri, Salem Garfan, Ibraheem Y. Y. Ahmaro, R. T. Mohammed, A. A. Zaidan, Amelia Ritahani Ismail, A. S. Albahri, Fayiz Momani, Mohammed S. Al-Samarraay, Ali Najm Jasim, R.Q.Malik
Correction to: Manifold learning for novelty detection and its application in gesture recognition
Yang Luo, Yibiao Yuan, Wei Zheng, Xiaohui Mo