Issue 25/2023
Special Issue on LatinX in AI Research (pp.18097-18230)/ Regular papers (pp.18231-18828)
Content (43 Articles)
Source tasks selection for transfer deep reinforcement learning: a case of study on Atari games
Jesús García-Ramírez, Eduardo F. Morales, Hugo Jair Escalante
Explainable robotic systems: understanding goal-driven actions in a reinforcement learning scenario
Francisco Cruz, Richard Dazeley, Peter Vamplew, Ithan Moreira
Multi-branch deep radial basis function networks for facial emotion recognition
Fernanda Hernández-Luquin, Hugo Jair Escalante
Learning a causal structure: a Bayesian random graph approach
Mauricio Gonzalez-Soto, Ivan Feliciano-Avelino, L. Enrique Sucar, Hugo Jair Escalante
Using weak supervision to generate training datasets from social media data: a proof of concept to identify drug mentions
Ramya Tekumalla, Juan M. Banda
Transformers analyzing poetry: multilingual metrical pattern prediction with transfomer-based language models
Javier de la Rosa, Álvaro Pérez, Mirella de Sisto, Laura Hernández, Aitor Díaz, Salvador Ros, Elena González-Blanco
Triplet loss-based embeddings for forensic speaker identification in Spanish
Emmanuel Maqueda, Javier Alvarez-Jimenez, Carlos Mena, Ivan Meza
Effective sample size, dimensionality, and generalization in covariate shift adaptation
Felipe Maia Polo, Renato Vicente
FIRe-GAN: a novel deep learning-based infrared-visible fusion method for wildfire imagery
J. F. Ciprián-Sánchez, G. Ochoa-Ruiz, M. Gonzalez-Mendoza, L. Rossi
Human engagement providing evaluative and informative advice for interactive reinforcement learning
Adam Bignold, Francisco Cruz, Richard Dazeley, Peter Vamplew, Cameron Foale
Deep reinforcement learning empowered joint mode selection and resource allocation for RIS-aided D2D communications
Liang Guo, Jie Jia, Jian Chen, An Du, Xingwei Wang
Few-shot semantic segmentation: a review on recent approaches
Zhaobin Chang, Yonggang Lu, Xingcheng Ran, Xiong Gao, Xiangwen Wang
Ingot oxide slag detection using two-stage UNet network based on mixed supervised learning
Jie Wu, Degang Xu, Chunhua Yang, Weihua Gui
A systematic analysis of deep learning methods and potential attacks in internet-of-things surfaces
Ahmed Barnawi, Shivani Gaba, Anna Alphy, Abdoh Jabbari, Ishan Budhiraja, Vimal Kumar, Neeraj Kumar
FDDN: frequency-guided network for single image dehazing
Haozhen Shen, Chao Wang, Liangjian Deng, Liangtian He, Xiaoping Lu, Mingwen Shao, Deyu Meng
Applicable image cryptosystem using bit-level permutation, particle swarm optimisation, and quantum walks
Bassem Abd-El-Atty, Ahmed A. Abd EL-Latif
Detection of non-trivial preservable quotient spaces in S-Box(es)
Shah Fahd, Mehreen Afzal, Dawood Shah, Waseem Iqbal, Yawar Abbas
GAN–XGB–cavity: automated estimation of underground cavities’ properties using GPR data
Van Phuc Tran, Son Dong Nguyen, Hyun Jong Lee, Thai Son Tran, Carlo Elipse
Chaotic stabilization analysis for neutral-type memristive neural networks via reliable and sampled-data controller
R. Suvetha, P. Prakash
HATDO: hybrid Archimedes Tasmanian devil optimization CNN for classifying offensive comments and non-offensive comments
B. Aarthi, Balika J. Chelliah
Hierarchical capsule network for hyperspectral image classification
Meilin Shi, Ruoxiang Wang, Jiansi Ren
A time-varying stock portfolio selection model based on optimized PSO-BiLSTM and multi-objective mathematical programming under budget constraints
Jalil Vaziri, Dariush Farid, Mehdi Nazemi Ardakani, Seyed Mojtaba Hosseini Bamakan, MohammadAli Shahlaei
The joint detection and classification model for spatiotemporal action localization of primates in a group
Kewei Liang, Zhiyuan Chen, Sen Yang, Yang Yang, Caijie Qin, Xibo Ma
Multi-stream ternary enhanced graph convolutional network for skeleton-based action recognition
Jun Kong, Shengquan Wang, Min Jiang, TianShan Liu
Training energy-based single-layer Hopfield and oscillatory networks with unsupervised and supervised algorithms for image classification
Madeleine Abernot, Aida Todri-Sanial
Predicting the state of synchronization of financial time series using cross recurrence plots
Mostafa Shabani, Martin Magris, George Tzagkarakis, Juho Kanniainen, Alexandros Iosifidis
SoURA: a user-reliability-aware social recommendation system based on graph neural network
Sucheta Dawn, Monidipa Das, Sanghamitra Bandyopadhyay
HierMDS: a hierarchical multi-document summarization model with global–local document dependencies
Shuimin Li, Jungang Xu
Stress monitoring using wearable sensors: IoT techniques in medical field
Fatma M. Talaat, Rana Mohamed El-Balka
Adaptive radio map reconstruction via adversarial wireless fingerprint learning
Weina Jiang, Qun Niu, Suining He, Ning Liu
An abstractive text summarization technique using transformer model with self-attention mechanism
Sandeep Kumar, Arun Solanki
Joint contrastive learning and frequency domain defense against adversarial examples
Jin Yang, Zhi Li, Shuaiwei Liu, Bo Hong, Weidong Wang
PDS-MCNet: a hybrid framework using MobileNetV2 with SiLU6 activation function and capsule networks for disease severity estimation in plants
Shradha Verma, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
An improved Henry gas optimization algorithm for joint mining decision and resource allocation in a MEC-enabled blockchain networks
Reda M. Hussien, Amr A. Abohany, Nour Moustafa, Karam M. Sallam
Corrosion and coating defect assessment of coal handling and preparation plants (CHPP) using an ensemble of deep convolutional neural networks and decision-level data fusion
Yang Yu, Azadeh Noori Hoshyar, Bijan Samali, Guang Zhang, Maria Rashidi, Masoud Mohammadi
RamanNet: a generalized neural network architecture for Raman spectrum analysis
Nabil Ibtehaz, Muhammad E. H. Chowdhury, Amith Khandakar, Serkan Kiranyaz, M. Sohel Rahman, Susu M. Zughaier
MiRNA subset selection for microarray data classification using grey wolf optimizer and evolutionary population dynamics
Khaled H. Almotairi
SCRE: special cargo relation extraction using representation learning
Vahideh Reshadat, Alp Akcay, Kalliopi Zervanou, Yingqian Zhang, Eelco de Jong
A topic-aware classifier based on a hybrid quantum-classical model
Maha A. Metawei, Mohamed Taher, Hesham ElDeeb, Salwa M. Nassar
Deep learning-based approaches for robust classification of cervical cancer
Ishak Pacal, Serhat Kılıcarslan