Issue 2/2024
Content (26 Articles)
A review and evaluation of elastic distance functions for time series clustering
Christopher Holder, Matthew Middlehurst, Anthony Bagnall
Visualizations for universal deep-feature representations: survey and taxonomy
Tomáš Skopal, Ladislav Peška, David Hoksza, Ivana Sixtová, David Bernhauer
Multilabel classification using crowdsourcing under budget constraints
Himanshu Suyal, Avtar Singh
Big data analytics enabled deep convolutional neural network for the diagnosis of cancer
Joseph Bamidele Awotunde, Ranjit Panigrahi, Shubham Shukla, Baidyanath Panda, Akash Kumar Bhoi
Binarized spiking neural networks optimized with Nomadic People Optimization-based sentiment analysis for social product recommendation
Gaurav Agarwal, Shail Kumar Dinkar, Ajay Agarwal
A new ontology-based similarity approach for measuring caching coverages provided by mediation systems
Ouafa Ajarroud, Ahmed Zellou, Ali Idri
Directed dynamic attribute graph anomaly detection based on evolved graph attention for blockchain
Chenlei Liu, Yuhua Xu, Zhixin Sun
Identifying influential nodes based on new layer metrics and layer weighting in multiplex networks
Asgarali Bouyer, Moslem Mohammadi, Bahman Arasteh
SS-WDRN: sparrow search optimization-based weighted dual recurrent network for software fault prediction
J. Brundha Elci, S. Nandagopalan
Tuning parameters of Apache Spark with Gauss–Pareto-based multi-objective optimization
M. Maruf Öztürk
Online influence maximization under continuous independent cascade model with node-edge-level feedback
Chao Liu, Haichao Xu, Xiaoyang Liu
SR-HetGNN: session-based recommendation with heterogeneous graph neural network
Jinpeng Chen, Haiyang Li, Xudong Zhang, Fan Zhang, Senzhang Wang, Kaimin Wei, Jiaqi Ji
Enumerating all multi-constrained s-t paths on temporal graph
Yue Jin, Zijun Chen, Wenyuan Liu
Few-shot partial multi-label learning with synthetic features network
Yifan Sun, Yunfeng Zhao, Guoxian Yu, Zhongmin Yan, Carlotta Domeniconi
Generalized few-shot node classification: toward an uncertainty-based solution
Zhe Xu, Kaize Ding, Yu-Xiong Wang, Huan Liu, Hanghang Tong
Online log parsing using evolving research tree
Arthur Vervaet, Mar Callau-Zori, Yousra Chabchoub, Raja Chiky
Cyclic Action Graphs for goal recognition problems with inaccurately initialised fluents
Helen Harman, Pieter Simoens
Adversarial enhanced attributed network embedding
Lei Chen, Yuan Li, Xingye Deng, Canwei Liu, Tingqin He, Ruifeng Xiao
Next-generation antivirus for JavaScript malware detection based on dynamic features
Sidney M. L. de Lima, Danilo M. Souza, Ricardo P. Pinheiro, Sthéfano H. M. T. Silva, Petrônio G. Lopes, Rafael D. T. de Lima, Jemerson R. de Oliveira, Thyago de A. Monteiro, Sérgio M. M. Fernandes, Edison de Q. Albuquerque, Washington W. A. da Silva, Wellington P. dos Santos
Ontology-based soft computing and machine learning model for efficient retrieval
Sanjay Kumar Anand, Suresh Kumar
Microaneurysms detection in fundus images using local Fourier transform and neighbourhood analysis
T. Sudarson Rama Perumal, A. Jayachandran, S. Ratheesh Kumar
Top-k approximate selection for typicality query results over spatio-textual data
Xiangfu Meng, Xiaoyan Zhang, Hongjin Huo, Qiangkui Leng
A semantics-enabled approach for personalised Data Lake exploration
Devis Bianchini, Valeria De Antonellis, Massimiliano Garda
Text-based paper-level classification procedure for non-traditional sciences using a machine learning approach
Daniela Moctezuma, Carlos López-Vázquez, Lucas Lopes, Norton Trevisan, José Pérez
Correction: Estimating time series averages from latent space of multi-tasking neural networks
Tsegamlak Terefe Debella, Maxime Devanne, Jonathan Weber, Dereje Hailemariam Woldegebreal, Germain Forestier