Volume 34, Issue 13 | Neural Computing and Applications

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Volume 34, Issue 13

July 2022

Special Issue on Effective and Efficient Deep Learning (pp. 10205/10560)

Issue Editors:

Alejandro Martín,
David Camacho

58 articles in this issue

Recent advances on effective and efficient deep learning-based solutions
Alejandro Martín
David Camacho
Editorial 25 May 2022 Pages: 10205 - 10210
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
A deep learning-based resource usage prediction model for resource provisioning in an autonomic cloud computing environment
Mahfoudh Saeed Al-Asaly
Mohamed A. Bencherif
Mohammad Mehedi Hassan
S. I. : Effective and Efficient Deep Learning 11 November 2021 Pages: 10211 - 10228
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
Citation recommendation employing heterogeneous bibliographic network embedding
Zafar Ali
Guilin Qi
Waheed Abro
S. I. : Effective and Efficient Deep Learning 28 August 2021 Pages: 10229 - 10242
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
A deep embedded refined clustering approach for breast cancer distinction based on DNA methylation
Rocío del Amor
Adrián Colomer
Valery Naranjo
S. I. : Effective and Efficient Deep Learning Open access 31 July 2021 Pages: 10243 - 10255
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
On the post-hoc explainability of deep echo state networks for time series forecasting, image and video classification
Alejandro Barredo Arrieta
Sergio Gil-Lopez
Javier Del Ser
S. I. : Effective and Efficient Deep Learning 06 August 2021 Pages: 10257 - 10277
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
Cognitive name-face association through context-aware Graph Neural Network
Giuseppe Fenza
Mariacristina Gallo
Alberto Volpe
S. I. : Effective and Efficient Deep Learning 03 November 2021 Pages: 10279 - 10293
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
Using a Multi-view Convolutional Neural Network to monitor solar irradiance
Javier Huertas-Tato
Inés M. Galván
David Pozo-Vázquez
S.I. : Effective and Efficient Deep Learning 21 April 2021 Pages: 10295 - 10307
Part of 2 collections:

Special Issue on Effective and Efficient Deep Learning Based Solutions

Computer Science SDG 7: Affordable and Clean Energy
Suicidal ideation and mental disorder detection with attentive relation networks
Shaoxiong Ji
Xue Li
Erik Cambria
S. I.: Effective and Efficient Deep Learning 24 June 2021 Pages: 10309 - 10319
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
Iterative neural networks for adaptive inference on resource-constrained devices
Sam Leroux
Tim Verbelen
Bart Dhoedt
S. I. : Effective and Efficient Deep Learning 21 January 2022 Pages: 10321 - 10336
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
Combined angular margin and cosine margin softmax loss for music classification based on spectrograms
Jingxian Li
Lixin Han
Hong Yan
S. I. : Effective and Efficient Deep Learning 12 February 2022 Pages: 10337 - 10353
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
Federated meta-learning for spatial-temporal prediction
Wenzhu Li
Shuang Wang
S. I. : Effective and Efficient Deep Learning 05 January 2022 Pages: 10355 - 10374
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
Real-time polyp detection model using convolutional neural networks
Alba Nogueira-Rodríguez
Rubén Domínguez-Carbajales
Daniel Glez-Peña
S. I. : Effective and Efficient Deep Learning Open access 21 September 2021 Pages: 10375 - 10396
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
Toward hardware-aware deep-learning-based dialogue systems
Vlad Pandelea
Edoardo Ragusa
Erik Cambria
S.I. : Effective and Efficient Deep Learning 07 January 2021 Pages: 10397 - 10408
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
An ensemble of deep transfer learning models for handwritten music symbol recognition
Ashis Paul
Rishav Pramanik
Ram Sarkar
S. I. : Effective and Efficient Deep Learning 09 November 2021 Pages: 10409 - 10427
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning-Based Solutions
An ensemble-based convolutional neural network model powered by a genetic algorithm for melanoma diagnosis
Eduardo Pérez
Sebastián Ventura
S. I. : Effective and Efficient Deep Learning Open access 19 November 2021 Pages: 10429 - 10448
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
Deep learning-based ambient assisted living for self-management of cardiovascular conditions
Maria Ahmed Qureshi
Kashif Naseer Qureshi
Francesco Piccialli
S. I.: Effective and Efficient Deep Learning Open access 07 January 2021 Pages: 10449 - 10467
Part of 2 collections:

Special Issue on Effective and Efficient Deep Learning Based Solutions

Computer Science Open Access SDG 3: Good Health and Well-Being
Optimized convolutional neural network architectures for efficient on-device vision-based object detection
Ivan Rodriguez-Conde
Celso Campos
Florentino Fdez-Riverola
S. I. : Effective and Efficient Deep Learning Open access 27 December 2021 Pages: 10469 - 10501
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
Deep learning and fuzzy logic to implement a hybrid wind turbine pitch control
J. Enrique Sierra-Garcia
Matilde Santos
S. I. : Effective and Efficient Deep Learning Open access 19 July 2021 Pages: 10503 - 10517
Part of 2 collections:

Special Issue on Effective and Efficient Deep Learning Based Solutions

Computer Science SDG 7: Affordable and Clean Energy
Novel convolutional neural networks for efficient classification of rotated and scaled images
Paweł Tarasiuk
Piotr S. Szczepaniak
S. I. : Effective and Efficient Deep Learning Open access 30 December 2021 Pages: 10519 - 10532
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
A deep LSTM network for the Spanish electricity consumption forecasting
J. F. Torres
F. Martínez-Álvarez
A. Troncoso
S. I. : Effective and Efficient Deep Learning Open access 05 February 2022 Pages: 10533 - 10545
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
FCSF-TABS: two-stage abstractive summarization with fact-aware reinforced content selection and fusion
Mengli Zhang
Gang Zhou
Ze Yu
S. I. : Effective and Efficient Deep Learning 30 January 2022 Pages: 10547 - 10560
Part of 1 collection:

Special Issue on Effective and Efficient Deep Learning Based Solutions
Frontal face reconstruction based on detail identification, variable scale self-attention and flexible skip connection
Haokun Luo
Shengcai Cen
Xueyun Chen
Review 28 May 2022 Pages: 10561 - 10573
Rule-based adversarial sample generation for text classification
Nai Zhou
Nianmin Yao
Yanan Zhang
Review 13 May 2022 Pages: 10575 - 10586
A deep reinforcement learning process based on robotic training to assist mental health patients
Torki Altameem
Mohammed Amoon
Ayman Altameem
Original Article 04 April 2020 Pages: 10587 - 10596
Part of 1 collection:

Special Issue on New Trends in Brain Computer Interface
RETRACTED ARTICLE: Hybrid method for mining rules based on enhanced Apriori algorithm with sequential minimal optimization in healthcare industry
M. Sornalakshmi
S. Balamurali
Bala Anand Muthu
Original Article 31 March 2020 Pages: 10597 - 10610
Part of 1 collection:

Special Issue on New Trends in Brain Computer Interface
Mineral deposit grade assessment using a hybrid model of kriging and generalized regression neural network
Rahul K. Singh
D. Ray
B. C. Sarkar
Original Article 23 May 2022 Pages: 10611 - 10627
Proposed neural SAE-based medical image cryptography framework using deep extracted features for smart IoT healthcare applications
Walid El-Shafai
Fatma Khallaf
Fathi E. Abd El-Samie
Original Article 11 May 2022 Pages: 10629 - 10653
Optimal power flow for an integrated wind-solar-hydro-thermal power system considering uncertainty of wind speed and solar radiation
Ly Huu Pham
Bach Hoang Dinh
Thang Trung Nguyen
Original Article 28 February 2022 Pages: 10655 - 10689
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
Defect detection of photovoltaic glass based on level set map
Shuai Dong
Chen Chen
Guisong Liu
Original Article 26 February 2022 Pages: 10691 - 10705
Single image super-resolution via deep progressive multi-scale fusion networks
Yue Que
Hyo Jong Lee
Original Article 13 April 2022 Pages: 10707 - 10717
CDNet: a real-time and robust crosswalk detection network on Jetson nano based on YOLOv5
Zheng-De Zhang
Meng-Lu Tan
Wen-Xian Yu
Original Article 21 February 2022 Pages: 10719 - 10730
Dr.PathFinder: hybrid fuzzing with deep reinforcement concolic execution toward deeper path-first search
Seungho Jeon
Jongsub Moon
Original Article 25 February 2022 Pages: 10731 - 10750
Groundwater level prediction using machine learning algorithms in a drought-prone area
Quoc Bao Pham
Manish Kumar
Duong Tran Anh
Original Article 03 March 2022 Pages: 10751 - 10773
Event-triggered adaptive integral reinforcement learning method for zero-sum differential games of nonlinear systems with incomplete known dynamics
Pengda Liu
Huaguang Zhang
Zilong Tan
Original Article 06 June 2022 Pages: 10775 - 10786
A novel semi-supervised generative adversarial network based on the actor-critic algorithm for compound fault recognition
Zisheng Wang
Jianping Xuan
Tielin Shi
Original Article 09 March 2022 Pages: 10787 - 10805
DNN-MF: deep neural network matrix factorization approach for filtering information in multi-criteria recommender systems
Bam Bahadur Sinha
R. Dhanalakshmi
Original Article 21 February 2022 Pages: 10807 - 10821
Estimation of aerodynamic coefficients of a non-slender delta wing under ground effect using artificial intelligence techniques
Sergen Tumse
Mehmet Bilgili
Besir Sahin
Original Article 21 February 2022 Pages: 10823 - 10844
Predictive models for mechanical properties of expanded polystyrene (EPS) geofoam using regression analysis and artificial neural networks
E. Akis
G. Guven
B. Lotfisadigh
Original Article 13 March 2022 Pages: 10845 - 10884
High-performance intrusion detection system for networked UAVs via deep learning
Qasem Abu Al-Haija
Ahmad Al Badawi
Original Article 21 February 2022 Pages: 10885 - 10900
COMPOSV: compound feature extraction and depthwise separable convolution-based online signature verification
Chandra Sekhar Vorugunti
Viswanath Pulabaigari
Avinash Gautam
Original Article 26 February 2022 Pages: 10901 - 10928
Learning of physically significant features from earth observation data: an illustration for crop classification and irrigation scheme detection
Pattathal V. Arun
Arnon Karnieli
Original Article 12 March 2022 Pages: 10929 - 10948
An observer-based IT2 TSK FLS compensation controller for PMSM servo systems: design and evaluation
Yan Liu
Yongfu Wang
Yunlong Wang
Original Article 06 March 2022 Pages: 10949 - 10969
A novel convolutional neural network with interference suppression for the fault diagnosis of mechanical rotating components
Jingli Yang
Shuangyan Yin
Tianyu Gao
Original Article 22 February 2022 Pages: 10971 - 10987
IEESEP: an intelligent energy efficient stable election routing protocol in air pollution monitoring WSNs
Ekta Dixit
Vandana Jindal
Original Article 18 March 2022 Pages: 10989 - 11013
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
SKG-Learning: a deep learning model for sentiment knowledge graph construction in social networks
Bo Zhang
Yue Hu
Meizi Li
Original Article 25 February 2022 Pages: 11015 - 11034
Classifying nanostructured and heterogeneous materials from transmission electron microscopy images using convolutional neural networks
Carlos Cabrera
David Cervantes
Dora-Luz Flores
Original Article 22 February 2022 Pages: 11035 - 11047
Structural recurrent neural network models for earthquake prediction
Aydın Doğan
Engin Demir
Original Article 13 April 2022 Pages: 11049 - 11062
BinGSO: galactic swarm optimization powered by binary artificial algae algorithm for solving uncapacitated facility location problems
Ersin Kaya
Original Article 03 March 2022 Pages: 11063 - 11082
Scene guided colorization using neural networks
Yu Xia
Shiru Qu
Shaohua Wan
Deep Learning for Biomedical and Healthcare Applications 26 October 2018 Pages: 11083 - 11096
Automatic detection of cyclic alternating pattern
Fábio Mendonça
Ana Fred
Antonio G. Ravelo-García
S.I. : Advances in Bio-Inspired Intelligent Systems 04 April 2018 Pages: 11097 - 11107