Ausgabe 1/2024
Inhalt (26 Artikel)
A review on preprocessing algorithm selection with meta-learning
Pedro B. Pio, Adriano Rivolli, André C. P. L. F. de Carvalho, Luís P. F. Garcia
Graph neural architecture prediction
Jianliang Gao, Babatounde Moctard Oloulade, Raeed Al-Sabri, Jiamin Chen, Tengfei Lyu, zhenpeng Wu
Novelets: a new primitive that allows online detection of emerging behaviors in time series
Ryan Mercer, Eamonn Keogh
AutoAssign+: Automatic Shared Embedding Assignment in streaming recommendation
Ziru Liu, Kecheng Chen, Fengyi Song, Bo Chen, Xiangyu Zhao, Huifeng Guo, Ruiming Tang
Hi-GNN: hierarchical interactive graph neural networks for auxiliary information-enhanced recommendation
Xiongtao Zhang, Mingxin Gan
Collab-RS: semantic recommendation of external collaborators for projects in software ecosystems
Márcio Oliveira, Regina Braga, Gleiph Ghiotto, José Maria N. David, Fernanda Campos, Victor Ströele
Mining parallel sentences from internet with multi-view knowledge distillation for low-resource language pairs
Shaolin Zhu, Shiwei Gu, Shangjie Li, Lin Xu, Deyi Xiong
A residual utility-based concept for high-utility itemset mining
Pushp Sra, Satish Chand
Property graph representation learning for node classification
Shu Li, Nayyar A. Zaidi, Meijie Du, Zhou Zhou, Hongfei Zhang, Gang Li
Advanced ambient air quality prediction through weighted feature selection and improved reptile search ensemble learning
M. Lakshmipathy, M. J. Shanthi Prasad, G. N. Kodandaramaiah
A linear primal–dual multi-instance SVM for big data classifications
Lodewijk Brand, Hoon Seo, Lauren Zoe Baker, Carla Ellefsen, Jackson Sargent, Hua Wang
Normalizing flows for conditional independence testing
Bao Duong, Thin Nguyen
Compressed and queryable self-indexes for RDF archives
Ana Cerdeira-Pena, Guillermo de Bernardo, Antonio Fariña, Javier D. Fernández, Miguel A. Martínez-Prieto
Understanding stance classification of BERT models: an attention-based framework
Carlos Abel Córdova Sáenz, Karin Becker
A template-based approach for question answering over knowledge bases
Anna Formica, Ida Mele, Francesco Taglino
Merkle tree-blockchain-assisted privacy preservation of electronic medical records on offering medical data protection through hybrid heuristic algorithm
M. Lakshmanan, G. S. Anandha Mala
Feature importance measure of a multilayer perceptron based on the presingle-connection layer
Wenyi Zhang, Xiaohua Shen, Haoran Zhang, Zhaohui Yin, Jiayu Sun, Xisheng Zhang, Lejun Zou
Trilingual conversational intent decoding for response retrieval
Julius Femi Godslove, Ajit Kumar Nayak
A novel image denoising algorithm combining attention mechanism and residual UNet network
Shifei Ding, Qidong Wang, Lili Guo, Jian Zhang, Ling Ding
Long-term prediction of daily solar irradiance using Bayesian deep learning and climate simulation data
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
Enhanced autoencoder-based fraud detection: a novel approach with noise factor encoding and SMOTE
Mert Yılmaz Çakır, Yahya Şirin
SEHP: stacking-based ensemble learning on novel features for review helpfulness prediction
Muhammad Shahid Iqbal Malik, Aftab Nawaz
Query-based denormalization using hypergraph (QBDNH): a schema transformation model for migrating relational to NoSQL databases
Neha Bansal, Shelly Sachdeva, Lalit K. Awasthi
Evaluating the impact of drift detection mechanisms on stock market forecasting
Luis Fernando Panicachi Cocovilo Filho, Guilherme Palermo Coelho