Issue 4/2024
Content (35 Articles)
Multidimensional relational knowledge embedding for coreference resolution
Kai Li, Shuquan Zhang, Zhenlei Zhao
Hyperparameter optimization of pre-trained convolutional neural networks using adolescent identity search algorithm
Ebubekir Akkuş, Ufuk Bal, Fatma Önay Koçoğlu, Selami Beyhan
Prediction and classification of minerals using deep residual neural network
Prasannavenkatesan Theerthagiri, A. Usha Ruby, J. George Chellin Chandran
Accelerated fuzzy min–max neural network and arithmetic optimization algorithm for optimizing hyper-boxes and feature selection
Malek Alzaqebah, Eman A. E. Ahmed
Unsupervised character recognition with graphene memristive synapses
Ben Walters, Corey Lammie, Shuangming Yang, Mohan V Jacob, Mostafa Rahimi Azghadi
Bladder cancer gene expression prediction with explainable algorithms
Kevser Kübra Kırboğa
Classification of microscopic peripheral blood cell images using multibranch lightweight CNN-based model
Hüseyin Fırat
A classification study for Turkish folk music makam recognition using machine learning with data augmentation techniques
Alper Börekci, Onur Sevli
Proposed methodology for gait recognition using generative adversarial network with different feature selectors
Reem N. Yousef, Abeer T. Khalil, Ahmed S. Samra, Mohamed Maher Ata
A new framework for early diagnosis of breast cancer using mammography images
Samet Aymaz
Hybridized intelligent multi-class classifiers for rockburst risk assessment in deep underground mines
Roohollah Shirani Faradonbeh, Will Vaisey, Mostafa Sharifzadeh, Jian Zhou
Mitigate the scale imbalance via multi-scale information interaction in small object detection
Enhui Chai, Li Chen, Xingxing Hao, Wei Zhou
A syntactic multi-level interaction network for rumor detection
Zhendong Chen, Fuzhen Zhuang, Lejian Liao, Meihuizi Jia, Jiaqi Li, Heyan Huang
Robot arm damage detection using vibration data and deep learning
Getachew Ambaye, Enkhsaikhan Boldsaikhan, Krishna Krishnan
Fault distance estimation for transmission lines with dynamic regressor selection
Leandro A. Ensina, Luiz E. S. de Oliveira, Rafael M. O. Cruz, George D. C. Cavalcanti
Genetic algorithm optimized a deep learning method with attention mechanism for soil moisture prediction
Ahmet Kara, Engin Pekel, Erdener Ozcetin, Gazi Bilal Yıldız
Impact of datasets on the effectiveness of MobileNet for beans leaf disease detection
Elhoucine Elfatimi, Recep Eryiğit, Harisu Abdullahi Shehu
A hybrid deep convolutional neural network model for improved diagnosis of pneumonia
Palvinder Singh Mann, Shailesh D. Panchal, Satvir Singh, Guramritpal Singh Saggu, Keshav Gupta
Faster and efficient tetrahedral mesh generation using generator neural networks for 2D and 3D geometries
Sumedh Soman, Ninad Mehendale
SSR-TA: Sequence-to-Sequence-based expert recurrent recommendation for ticket automation
Chenhan Cao, Xiaoyu Fang, Bingqing Luo, Bin Xia
A new approach to multi-objective optimization of a tapered matrix distributed amplifier for UWB applications
Abolfazl Bijari, Salman Zandian, Mohammad Soruri, Somayye Abbasi Avval, Mehrdad Harifi-Mood
SMP-DL: a novel stock market prediction approach based on deep learning for effective trend forecasting
Warda M. Shaban, Eman Ashraf, Ahmed Elsaid Slama
A network analysis-based framework to understand the representation dynamics of graph neural networks
Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Domenico Ursino, Luca Virgili
A deep learning approach for early detection of drought stress in maize using proximal scale digital images
Pooja Goyal, Rakesh Sharda, Mukesh Saini, Mukesh Siag
Multilingual mixture attention interaction framework with adversarial training for cross-lingual SLU
Qichen Zhang, Shuai Wang, Jingmei Li
Lightweight transformer and multi-head prediction network for no-reference image quality assessment
Zhenjun Tang, Yihua Chen, Zhiyuan Chen, Xiaoping Liang, Xianquan Zhang
1D-convolutional transformer for Parkinson disease diagnosis from gait
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau
A WSFA-based adaptive feature extraction method for multivariate time series prediction
Shuang Yang, Wenjing Li, Junfei Qiao
Machine learning modelling of dew point pressure in gas condensate reservoirs: application of decision tree-based models
Zohre Esmaeili-Jaghdan, Afshin Tatar, Amin Shokrollahi, Jan Bon, Abbas Zeinijahromi
Design of gender recognition system using quantum-based deep learning
Hande Çavşi Zaim, Metin Yılmaz, Esra Nergis Yolaçan
Reinforcement learning from constraints and focal entity shifting in conversational KGQA
Xirong Xu, Tao Xu, Ziming Wang, Haochen Li, Li Zhu, Xiaopeng Wei
An intelligent machine learning-enabled cattle reclining risk mitigation technique using surveillance videos
Munish Saini, Harpreet Singh, Eshan Sengupta, Ashutosh Aggarwal, Harnoor Singh, Neeraj Kumar
Discriminative latent subspace learning with adaptive metric learning
Jiajun Ma, Yuan Yan Tang, Zhaowei Shang
An integrated convolutional neural network with attention guidance for improved performance of medical image classification
Coşku Öksüz, Oğuzhan Urhan, Mehmet Kemal Güllü
Breast lesion classification from mammograms using deep neural network and test-time augmentation
Parita Oza, Paawan Sharma, Samir Patel