Ausgabe 2/2022
Inhalt (35 Artikel)
WakaVT: A Sequential Variational Transformer for Waka Generation
Yuka Takeishi, Mingxuan Niu, Jing Luo, Zhong Jin, Xinyu Yang
A Hybrid Approach using the Fuzzy Logic System and the Modified Genetic Algorithm for Prediction of Skin Cancer
Saurabh Jha, Ashok Kumar Mehta
Synchronization of Quaternion Valued Neural Networks with Mixed Time Delays Using Lyapunov Function Method
Sunny Singh, Umesh Kumar, Subir Das, F. Alsaadi, Jinde Cao
An Adaptive Learning Rate Schedule for SIGNSGD Optimizer in Neural Networks
Kang Wang, Tao Sun, Yong Dou
High Parameter Frequency Resolution Encoding Scheme for Spatial Audio Objects Using Stacked Sparse Autoencoder
Yulin Wu, Ruimin Hu, Xiaochen Wang, Chenhao Hu, Shanfa Ke
MixNet: A Robust Mixture of Convolutional Neural Networks as Feature Extractors to Detect Stego Images Created by Content-Adaptive Steganography
E. Amrutha, S. Arivazhagan, W. Sylvia Lilly Jebarani
Application of Supervised Machine Learning Methods on the Multidimensional Knapsack Problem
Abdellah Rezoug, Mohamed Bader-el-den, Dalila Boughaci
Classification Algorithm Using Branches Importance
Youness Manzali, Mohamed Chahhou, Mohammed El Mohajir
An Effective Feature Extraction Approach Based on Spectral-Gabor Space Discriminant Analysis for Hyperspectral Image
Li Li, Jianqiang Gao, Hongwei Ge, Yixin Zhang, Jieming Yang
Exploring Complex Dependencies for Multi-modal Semantic Trajectory Prediction
Jie Liu, Lei Zhang, Shaojie Zhu, Bailong Liu, Zhizheng Liang, Susong Yang
Prediction of Heart Attacks Using Biological Signals Based on Recurrent GMDH Neural Network
Alireza Mehrankia, Mohammad Reza Mollakhalili Meybodi, Kamal Mirzaie
Syncretic Feature Selection for Machine Learning-Aided Prognostics of Hepatitis
Luca Parisi, Narrendar RaviChandran
High-Accuracy Spiking Neural Network for Objective Recognition Based on Proportional Attenuating Neuron
Li-Ye Niu, Ying Wei, Jun-Yu Long, Wen-Bo Liu
An Efficient Dataflow Mapping Method for Convolutional Neural Networks
Zhuangzhuang Liu, Huaxi Gu, Bowen Zhang, Canran Shi
Density Weighted Twin Support Vector Machines for Binary Class Imbalance Learning
Barenya Bikash Hazarika, Deepak Gupta
Emotional Neural Network Based on Improved CLPSO Algorithm For Time Series Prediction
Hongye Zhang, Cuili Yang, Junfei Qiao
3D Point Convolutional Network for Dense Scene Flow Estimation
Xuezhi Xiang, Rokia Abdein, Mingliang Zhai, Ning Lv
Financial Distress Prediction with a Novel Diversity-Considered GA-MLP Ensemble Algorithm
Rui Zhang, Zuoquan Zhang, Di Wang, Marui Du
A Dynamically Stabilized Recurrent Neural Network
Samer Saab Jr., Yiwei Fu, Asok Ray, Michael Hauser
Deep Recurrent Neural Network Architecture of High Order Indirect Integration Method
Zhengrong Xie, Yibo Ai, Jia Chen, Fan Wang, Weidong Zhang
BS4NN: Binarized Spiking Neural Networks with Temporal Coding and Learning
Saeed Reza Kheradpisheh, Maryam Mirsadeghi, Timothée Masquelier
A One-Layer Recurrent Neural Network for Interval-Valued Optimization Problem with Linear Constraints
Yueqiu Li, Chunna Zeng, Bing Li, Jin Hu
Continuous Recurrent Neural Networks Based on Function Satlins
Yue Huang, Jiali Yu, Jinsong Leng, Bisen Liu, Zhang Yi
DMH-FSL: Dual-Modal Hypergraph for Few-Shot Learning
Rui Xu, Baodi Liu, Xiaoping Lu, Kai Zhang, Weifeng Liu
LMI Conditions for Fractional Exponential Stability and Passivity Analysis of Uncertain Hopfield Conformable Fractional-Order Neural Networks
Nguyen Thi Thanh Huyen, Nguyen Huu Sau, Mai Viet Thuan
Lagrange Stability of BAM Quaternion-Valued Inertial Neural Networks via Auxiliary Function-Based Integral Inequalities
Rui Zhao, Baoxian Wang, Jigui Jian
A Novel Multi-scale Deep Neural Framework for Script Invariant Text Detection
Tauseef Khan, Ayatullah Faruk Mollah
Continuous Positioning with Recurrent Auto-Regressive Neural Network for Unmanned Surface Vehicles in GPS Outages
Yu-ting Bai, Zhi-yao Zhao, Xiao-yi Wang, Xue-bo Jin, Bai-hai Zhang
Research on Visual Question Answering Based on GAT Relational Reasoning
Yalin Miao, Wenfang Cheng, Shuyun He, Hui Jiang
A Entity Relation Extraction Model with Enhanced Position Attention in Food Domain
Qingbang Wang, Qingchuan Zhang, Min Zuo, Siyu He, Baoyu Zhang