Volume 35, Issue 14

Search all Neural Computing and Applications articles

May 2023

Special Issue on Deep Interpretation of Deep Learning: Prediction, Representation, Modeling and Utilization (pp.9947-10108 )/ Regular Papers (pp.10109-10716)

Issue Editors:

Zhang Nian,
Wang Jian

42 articles in this issue

Special issue on deep interpretation of deep learning: prediction, representation, modeling and utilization
Nian Zhang
Jian Wang
Leszek Rutkowski
Editorial 21 March 2023 Pages: 9947 - 9949
Part of 1 collection:

Special Issue on Interpretation of Deep Learning: Prediction, Representation, Modeling and Utilization
SPINet: self-supervised point cloud frame interpolation network
Jiawen Xu
Xinyi Le
Xinping Guan
S.I. :Interpretation of Deep Learning 07 February 2022 Pages: 9951 - 9960
Part of 1 collection:

Special Issue on Interpretation of Deep Learning: Prediction, Representation, Modeling and Utilization
A subgradient-based neural network to constrained distributed convex optimization
Zhe Wei
Wenwen Jia
Sitian Qin
S.I.: Interpretation of Deep Learning 21 March 2022 Pages: 9961 - 9971
Part of 1 collection:

Special Issue on Interpretation of Deep Learning: Prediction, Representation, Modeling and Utilization
Method for solving constrained 0-1 quadratic programming problems based on pointer network and reinforcement learning
Shenshen Gu
Yuxi Zhuang
S.I.: Interpretation of Deep Learning 30 July 2022 Pages: 9973 - 9993
Part of 1 collection:

Special Issue on Interpretation of Deep Learning: Prediction, Representation, Modeling and Utilization
Graph non-negative matrix factorization with alternative smoothed \(L_0\) regularizations
Keyi Chen
Hangjun Che
Man-Fai Leung
S.I.: Interpretation of Deep Learning 14 June 2022 Pages: 9995 - 10009
Part of 1 collection:

Special Issue on Interpretation of Deep Learning: Prediction, Representation, Modeling and Utilization
Constructing adversarial examples to investigate the plausibility of explanations in deep audio and image classifiers
Katharina Hoedt
Verena Praher
Gerhard Widmer
S.I.: Interpretation of Deep Learning Open access 26 October 2022 Pages: 10011 - 10029
Part of 1 collection:

Special Issue on Interpretation of Deep Learning: Prediction, Representation, Modeling and Utilization
Interpretable Bayesian network abstraction for dimension reduction
Hasna Njah
Salma Jamoussi
Walid Mahdi
S.I.: Interpretation of Deep Learning 21 September 2022 Pages: 10031 - 10049
Part of 1 collection:

Special Issue on Interpretation of Deep Learning: Prediction, Representation, Modeling and Utilization
XAI4EEG: spectral and spatio-temporal explanation of deep learning-based seizure detection in EEG time series
Dominik Raab
Andreas Theissler
Myra Spiliopoulou
S.I.: Interpretation of Deep Learning Open access 29 September 2022 Pages: 10051 - 10068
Part of 1 collection:

Special Issue on Interpretation of Deep Learning: Prediction, Representation, Modeling and Utilization
A transfer-based few-shot classification approach via masked manifold mixup and fuzzy memory contrastive learning
Runliang Tian
Hongmei Shi
S.I.: Interpretation of Deep Learning 01 September 2022 Pages: 10069 - 10082
Part of 1 collection:

Special Issue on Interpretation of Deep Learning: Prediction, Representation, Modeling and Utilization
New Pythagorean fuzzy-based distance operators and their applications in pattern classification and disease diagnostic analysis
Paul Augustine Ejegwa
Yuming Feng
Xiangguang Dai
S.I.: Interpretation of Deep Learning 24 August 2022 Pages: 10083 - 10095
Part of 1 collection:

Special Issue on Interpretation of Deep Learning: Prediction, Representation, Modeling and Utilization
PointDet++: an object detection framework based on human local features with transformer encoder
Yudi Tang
Bing Wang
Feng Qian
S.I.: Interpretation of Deep Learning 20 February 2022 Pages: 10097 - 10108
Part of 1 collection:

Special Issue on Interpretation of Deep Learning: Prediction, Representation, Modeling and Utilization
A lightweight fast human activity recognition method using hybrid unsupervised-supervised feature
Jing Nan
Chuanfeng Ning
Wei Dai
Review 02 March 2023 Pages: 10109 - 10121
Data Augmentation techniques in time series domain: a survey and taxonomy
Guillermo Iglesias
Edgar Talavera
Sandra Gómez-Canaval
Review Open access 24 March 2023 Pages: 10123 - 10145
A novel metaheuristic algorithm inspired by COVID-19 for real-parameter optimization
Soleiman Kadkhoda Mohammadi
Daryoush Nazarpour
Mojtaba Beiraghi
Original Article 09 March 2023 Pages: 10147 - 10196
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
A novel parameter identification strategy based on COOT optimizer applied to a three-diode model of triple cation perovskite solar cells
Hegazy Rezk
Mohamed M. Elsenety
Alaa A. Zaky
Original Article 31 January 2023 Pages: 10197 - 10219
Sum-based event-triggered dynamic output feedback control for synchronization of fuzzy neural networks with deception attacks
Duo Zhang
Deqiang Ouyang
Shiping Wen
Original Article 22 March 2023 Pages: 10221 - 10237
Basic flight maneuver generation of fixed-wing plane based on proximal policy optimization
Lun Li
Xuebo Zhang
Runhua Wang
Original Article 31 January 2023 Pages: 10239 - 10255
Transfer learning-based self-learning intrusion detection system for in-vehicle networks
Yuhang Wang
Yingxu Lai
Zhaoyi Zhang
Original Article 27 January 2023 Pages: 10257 - 10273
Self-supervised contrastive learning for heterogeneous graph based on multi-pretext tasks
Shuai Ma
Jian-wei Liu
Original Article 15 February 2023 Pages: 10275 - 10296
MMPL-Net: multi-modal prototype learning for one-shot RGB-D segmentation
Dexing Shan
Yunzhou Zhang
Dermot Kerr
Original Article 28 February 2023 Pages: 10297 - 10310
TSA-CNN-AOA: Twitter sentiment analysis using CNN optimized via arithmetic optimization algorithm
Serpil Aslan
Soner Kızıloluk
Eser Sert
Original Article 20 January 2023 Pages: 10311 - 10328
Developing an ANN prediction model for compressive strength of fly ash-based geopolymer concrete with experimental investigation
Nikhil Kumar Verma
Chakradhara Rao Meesala
Shailendra Kumar
Original Article 20 January 2023 Pages: 10329 - 10345
Learning ensembles of deep neural networks for extreme rainfall event detection
Gianluigi Folino
Massimo Guarascio
Francesco Chiaravalloti
Original Article Open access 24 January 2023 Pages: 10347 - 10360
Cross-modality complementary information fusion for multispectral pedestrian detection
Chaoqi Yan
Hong Zhang
Ding Yuan
Original Article 31 January 2023 Pages: 10361 - 10386
A robust training of dendritic neuron model neural network for time series prediction
Ayşe Yilmaz
Ufuk Yolcu
Original Article 25 January 2023 Pages: 10387 - 10406
A simple multiple-fold correlation-based multi-view multi-label learning
Changming Zhu
Jiyun Zhao
Rigui Zhou
Original Article 01 February 2023 Pages: 10407 - 10420
Modified arithmetic optimization algorithm for drones measurements and tracks assignment problem
Raed Abu Zitar
Laith Abualigah
Amal ElFallah Seghrouchni
Original Article 06 February 2023 Pages: 10421 - 10447
Exploring a Q-learning-based chaotic naked mole rat algorithm for S-box construction and optimization
Kamal Z. Zamli
Fakhrud Din
Hussam S. Alhadawi
Original Article 30 January 2023 Pages: 10449 - 10471
Ensemble filters with harmonize PSO–SVM algorithm for optimal hearing disorder prediction
Tengku Mazlin Tengku Ab Hamid
Roselina Sallehuddin
Aida Ali
Original Article 02 February 2023 Pages: 10473 - 10496
MCGAN: mask controlled generative adversarial network for image retargeting
Jilyan Bianca Dy
John Jethro Virtusio
Kai-Lung Hua
Original Article 17 February 2023 Pages: 10497 - 10509
Neural architecture search based on packed samples for identifying animals in camera trap images
Liang Jia
Ye Tian
Junguo Zhang
Original Article 29 January 2023 Pages: 10511 - 10533
Meta-transfer learning for emotion recognition
Dung Nguyen
Duc Thanh Nguyen
Clinton Fookes
Original Article Open access 24 January 2023 Pages: 10535 - 10549
EyeDeep-Net: a multi-class diagnosis of retinal diseases using deep neural network
Neha Sengar
Rakesh Chandra Joshi
Radim Burget
Original Article 21 January 2023 Pages: 10551 - 10571
Improved sub-category exploration and attention hybrid network for weakly supervised semantic segmentation
Hegui Zhu
Tian Geng
Wuming Jiang
Original Article 22 January 2023 Pages: 10573 - 10587
Dynamic speaker localization based on a novel lightweight R–CNN model
Mehmet Cem Catalbas
Simon Dobrisek
Original Article 21 January 2023 Pages: 10589 - 10603
An unsupervised transfer learning model based on convolutional auto encoder for non-alcoholic steatohepatitis activity scoring and fibrosis staging of liver histopathological images
Meryem Altin Karagoz
Bahriye Akay
O. Ufuk Nalbantoglu
Original Article 27 January 2023 Pages: 10605 - 10619
A novel neuroevolution model for emg-based hand gesture classification
Yazan Dweiri
Yumna Hajjar
Ola Hatahet
Original Article 21 January 2023 Pages: 10621 - 10635
Neonatal seizure detection using deep belief networks from multichannel EEG data
K. Visalini
Saravanan Alagarsamy
D. Nagarajan
Original Article 23 January 2023 Pages: 10637 - 10647
Dual-domain reciprocal learning design for few-shot image classification
Qifan Liu
Yaozong Chen
Wenming Cao
Original Article 01 February 2023 Pages: 10649 - 10662
A further study in the prediction of viscosity for Iranian crude oil reservoirs by utilizing a robust radial basis function (RBF) neural network model
Mohammad Soleimani Lashkenari
Mohammad Bagheri
Mustafa Inc
Original Article 22 January 2023 Pages: 10663 - 10676
Employing evolutionary artificial neural network in risk-adjusted monitoring of surgical performance
Ali Yeganeh
Alireza Shadman
Saddam Akber Abbasi
Original Article 13 February 2023 Pages: 10677 - 10693
An efficient edge/cloud medical system for rapid detection of level of consciousness in emergency medicine based on explainable machine learning models
Nora El-Rashidy
Ahmed Sedik
Zainab H. Ali
Original Article Open access 15 March 2023 Pages: 10695 - 10716

Volume 35, Issue 14

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