Ausgabe 8/2024
Inhalt (35 Artikel)
A survey of inductive knowledge graph completion
Xinyu Liang, Guannan Si, Jianxin Li, Pengxin Tian, Zhaoliang An, Fengyu Zhou
A comprehensive evaluation of feature-based AI techniques for deepfake detection
Neha Sandotra, Bhavna Arora
GTAN: graph-based tracklet association network for multi-object tracking
Lv Jianfeng, Yu Zhongliang, Liu Yifan, Sun Guanghui
FAformer: parallel Fourier-attention architectures benefits EEG-based affective computing with enhanced spatial information
Ziheng Gao, Jiajin Huang, Jianhui Chen, Haiyan Zhou
An improved self-attention for long-sequence time-series data forecasting with missing values
Zhi-cheng Zhang, Yong Wang, Jian-jian Peng, Jun-ting Duan
AutoTGRL: an automatic text-graph representation learning framework
Raeed Al-Sabri, Jianliang Gao, Jiamin Chen, Babatounde Moctard Oloulade, Tengfei Lyu
Refiner: a general object position refinement algorithm for visual tracking
Han Wu, Bo Zhao, Guizhong Liu
Explainable empirical risk minimization
Linli Zhang, Georgios Karakasidis, Arina Odnoblyudova, Leyla Dogruel, Yu Tian, Alex Jung
AR-NET: lane detection model with feature balance concerns for autonomous driving
Guoxiang Tong, Chuanye Zu
An improved KNN classifier based on a novel weighted voting function and adaptive k-value selection
Mustafa Açıkkar, Selçuk Tokgöz
Cardiac arrhythmia classification with rejection of ECG recordings based on uncertainty estimation from deep neural networks
Wenrui Zhang, Xinxin Di, Guodong Wei, Shijia Geng, Zhaoji Fu, Shenda Hong
Semantic dependency network for lyrics generation from melody
Wei Duan, Yi Yu, Keizo Oyama
Modified deep deterministic policy gradient based on active disturbance rejection control for hypersonic vehicles
Li Xu, Ji Yuehui, Song Yu, Liu Junjie, Gao Qiang
An interpretable machine learning model for trajectory prediction based on nonlinear dynamics mechanism constraints: applications for HVs
Dengji Zhou, Dawen Huang, Yaoxin Shen, Shixi Ma, Yulin Wang
A novel structure preserving generative adversarial network for CT to MR modality translation of spine
Guangxin Dai, Junxiao Su, Menghua Zhang, Xinyu Liu, Weijie Huang
Knowledge-aware reasoning with self-supervised reinforcement learning for explainable recommendation in MOOCs
Yuanguo Lin, Wei Zhang, Fan Lin, Wenhua Zeng, Xiuze Zhou, Pengcheng Wu
IRNet-RS: image retargeting network via relative saliency
Yingchun Guo, Meng Zhang, Xiaoke Hao, Gang Yan
A new binary arithmetic optimization algorithm for uncapacitated facility location problem
Emine Baş, Gülnur Yildizdan
Gorilla troops optimization-based load frequency control in PV-thermal power system
Ozay Can, Mustafa Sinasi Ayas
Neighborhood-enhanced contrast for pre-training graph neural networks
Yichun Li, Jin Huang, Weihao Yu, Tinghua Zhang
Prediction of punching shear strength in flat slabs: ensemble learning models and practical implementation
Khuong Le Nguyen, Hoa Thi Trinh, Thong M. Pham
Multi-objective quasi-reflection learning and weight strategy-based moth flame optimization algorithm
Saroj Kumar Sahoo, M. Premkumar, Apu Kumar Saha, Essam H. Houssein, Saurabh Wanjari, Marwa M. Emam
A hybrid style transfer with whale optimization algorithm model for textual adversarial attack
Yan Kang, Jianjun Zhao, Xuekun Yang, Baochen Fan, Wentao Xie
Film-GAN: towards realistic analog film photo generation
Haoyan Gong, Jionglong Su, Kah Phooi Seng, Anh Nguyen, Ao Liu, Hongbin Liu
SleepSmart: an IoT-enabled continual learning algorithm for intelligent sleep enhancement
Samah A. Gamel, Fatma M. Talaat
Classification of skin disease using a novel hybrid flash butterfly optimization from dermoscopic images
A. M. Vidhyalakshmi, M. Kanchana
Medical image fusion based on transfer learning techniques and coupled neural P systems
Phu-Hung Dinh, Nguyen Long Giang
Spot-out fruit fly algorithm with simulated annealing optimized SVM for detecting tomato plant diseases
E. Gangadevi, R. Shoba Rani, Rajesh Kumar Dhanaraj, Anand Nayyar
Using recurrent neural networks to identify broken-cold-chain fish fillet from spectral profiles
Wilson Castro, Monica Saavedra, Jorge Castro, Adriano Rogério Bruno Tech, Tony Chuquizuta, Himer Avila-George
Combining artificial neural networks and hematological data to diagnose Covid-19 infection in Brazilian population
Tiago D. Martins, Sandra D. Martins, Silmara Montalvão, Mohamad Al Bannoud, Gabriel Y. Ottaiano, Letícia Q. Silva, Stephany C. Huber, Tassiana S. P. Diaz, Carolina Wroclawski, Cyrillo Cavalheiro Filho, Rubens Maciel-Filho, Joyce M. Annichino-Bizzacchi
Motion2language, unsupervised learning of synchronized semantic motion segmentation
Karim Radouane, Andon Tchechmedjiev, Julien Lagarde, Sylvie Ranwez
Neural network optimal control for discrete-time nonlinear systems with known internal dynamics
Pavlo Tymoshchuk
Convolutional encoder–decoder network using transfer learning for topology optimization
Gorkem Can Ates, Recep M. Gorguluarslan
Cross-domain few-shot learning based on feature adaptive distillation
Dingwei Zhang, Hui Yan, Yadang Chen, Dichao Li, Chuanyan Hao