Volume 244, May 2022
Nonlocal-based tensor-average-rank minimization and tensor transform-sparsity for 3D image denoising.

Zhi-Yuan Chen Xi-Le Zhao Jie Lin Yong Chen

Exploring reliable visual tracking via target embedding network.

Xuedong He Calvin Yu-Chian Chen

Deep learning based multimodal emotion recognition using model-level fusion of audio-visual modalities.

Asif Iqbal Middya Baibhav Nag Sarbani Roy

Entity understanding with hierarchical graph learning for enhanced text classification.

Chao Wang Haiyun Jiang Tao Chen Jingping Liu Menghui Wang Sihang Jiang Zhixu Li Yanghua Xiao

Data Envelopment Analysis of linguistic features and passage relevance for open-domain Question Answering.

Bahadorreza Ofoghi Mahdi Mahdiloo John Yearwood

Differentiating Crohn's disease from intestinal tuberculosis using a fusion correlation neural network.

Yinghao Chen Ying Li Minfeng Wu Fanggen Lu Muzhou Hou Yani Yin

Modeling user micro-behaviors and original interest via Adaptive Multi-Attention Network for session-based recommendation.

Jingjing Qiao Li Wang

HyCASTLE: A Hybrid ClAssification System based on Typicality, Labels and Entropy.

Michele Delli Veneri Stefano Cavuoti Roberto Abbruzzese Massimo Brescia Giancarlo Sperlì Vincenzo Moscato Giuseppe Longo

A knowledge-based automated driving approach for flexible production of individualized sheet metal parts.

Christoph Hartmann Daniel Opritescu Wolfram Volk Felix Schmiedl Michael Ritter Peter Gritzmann

TA4L: Efficient temporal abstraction of multivariate time series.

Natalia Mordvanyuk Beatriz López Albert Bifet

Fuzzy relational representation, modeling and interpretation of temporal data.

Rami Al-Hmouz Witold Pedrycz Medhat Awadallah Ahmed Al-Hmouz

Hierarchical reinforcement learning with dynamic recurrent mechanism for course recommendation.

Yuanguo Lin Fan Lin Wenhua Zeng Jianbing Xiahou Li Li Pengcheng Wu Yong Liu Chunyan Miao

Why is a document relevant? Understanding the relevance scores in cross-lingual document retrieval.

Erik Novak Luka Bizjak Dunja Mladenic Marko Grobelnik

Combining user behavioural information at the feature level to enhance continuous authentication systems.

Alejandro G. Martín Isaac Martín de Diego Alberto Fernández-Isabel Marta Beltrán Rubén R. Fernández

PMCDM: Privacy-preserving multiresolution community detection in multiplex networks.

Zengyang Shao Lijia Ma Qiuzhen Lin Jianqiang Li Maoguo Gong Asoke K. Nandi

A graph neural network-based node classification model on class-imbalanced graph data.

Zhenhua Huang Yinhao Tang Yunwen Chen

A cost-driven online auto-scaling algorithm for web applications in cloud environments.

Wen Si Li Pan Shijun Liu

Sampling scheme-based classification rule mining method using decision tree in big data environment.

Chenxia Jin Fa-Chao Li Shijie Ma Ying Wang

Graph kernels based on optimal node assignment.

Asif Salim S. S. Shiju S. Sumitra

A dynamic stochastic search algorithm for high-dimensional optimization problems and its application to feature selection.

Qi Liu Mengxue Liu Fengde Wang Wensheng Xiao

A lightweight weakly supervised learning segmentation algorithm for imbalanced image based on rotation density peaks.

Ming Yan Yewang Chen Yi Chen Guoyao Zeng Xiaoliang Hu Jixiang Du

Backpropagation Neural Network optimization and software defect estimation modelling using a hybrid Salp Swarm optimizer-based Simulated Annealing Algorithm.

Sofian Kassaymeh Mohamad Al-Laham Mohammed Azmi Al-Betar Mohammed Alweshah Salwani Abdullah Sharif Naser Makhadmeh

Intrusion detection using multi-objective evolutionary convolutional neural network for Internet of Things in Fog computing.

Yi Chen Qiuzhen Lin Wenhong Wei Junkai Ji Ka-Chun Wong Carlos A. Coello Coello

Rate-distortion optimal evolutionary algorithm for JPEG quantization with multiple rates.

Qijun Wang Ping Liu Lei Zhang Fan Cheng Jianfeng Qiu Xingyi Zhang

CatVRNN: Generating category texts via multi-task learning.

Pengsen Cheng Jinqiao Dai Jiayong Liu

Protected attribute guided representation learning for bias mitigation in limited data.

Pratik Mazumder Pravendra Singh