Volume 35, Issue 2 | Neural Computing and Applications

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Volume 35, Issue 2

January 2023

Special Issue on 2019 India International Congress on Computational Intelligence (pp.1053-1245)/Regular papers (pp.1247-2024)

Issue Editors:

Suash Deb,
Ka-Chun Wong,
Thomas Hanne

54 articles in this issue

2019 India International Congress on Computational Intelligence
Suash Deb
Ka-Chun Wong
Thomas Hanne
Editorial 01 November 2022 Pages: 1053 - 1054
Part of 1 collection:

S.I. : 2019 India Intl. Congress on Computational Intelligence
Nonparametric method of topic identification using granularity concept and graph-based modeling
Isha Ganguli
Jaya Sil
Nandita Sengupta
S.I. : 2019 India Intl. Congress on Computational Intelligence 13 January 2021 Pages: 1055 - 1075
Part of 1 collection:

S.I. : 2019 India Intl. Congress on Computational Intelligence
Selection of optimal wavelet features for epileptic EEG signal classification with LSTM
Ibrahim Aliyu
Chang Gyoon Lim
S.I. : 2019 India Intl. Congress on Computational Intelligence Open access 09 January 2021 Pages: 1077 - 1097
Part of 1 collection:

S.I. : 2019 India Intl. Congress on Computational Intelligence
Investigation of PCA as a compression pre-processing tool for X-ray image classification
W. Doorsamy
V. Rameshar
S.I. : 2019 India Intl. Congress on Computational Intelligence 09 January 2021 Pages: 1099 - 1109
Part of 1 collection:

S.I. : 2019 India Intl. Congress on Computational Intelligence
Hypothesis derivation and its verification by a wholly automated many-objective evolutionary optimization system
Kazuhisa Chiba
Masataka Sawahara
Masahiro Kanazaki
S.I. : 2019 India Intl. Congress on Computational Intelligence Open access 06 March 2021 Pages: 1 - 13
Part of 1 collection:

S.I. : 2019 India Intl. Congress on Computational Intelligence
The effect of different stopping criteria on multi-objective optimization algorithms
Iyad Abu Doush
Mohammed El-Abd
Mohammad Qasem Bataineh
S.I. : 2019 India Intl. Congress on Computational Intelligence 20 February 2021 Pages: 1125 - 1155
Part of 1 collection:

S.I. : 2019 India Intl. Congress on Computational Intelligence
A flexible framework for anomaly Detection via dimensionality reduction
Alireza Vafaei Sadr
Bruce A. Bassett
M. Kunz
S.I. : 2019 India Intl. Congress on Computational Intelligence Open access 11 March 2021 Pages: 1157 - 1167
Part of 1 collection:

S.I. : 2019 India Intl. Congress on Computational Intelligence
Fake review and reviewer detection through behavioral graph partitioning integrating deep neural network
Bundit Manaskasemsak
Jirateep Tantisuwankul
Arnon Rungsawang
S.I. : 2019 India Intl. Congress on Computational Intelligence 20 April 2021 Pages: 1169 - 1182
Part of 1 collection:

S.I. : 2019 India Intl. Congress on Computational Intelligence
Effect of learning strategies in an evolutionary method: the case of the bi-objective quadratic multiple knapsack problem
Méziane Aïder
Oussama Gacem
Mhand Hifi
S.I. : 2019 India Intl. Congress on Computational Intelligence 12 August 2022 Pages: 1183 - 1209
Part of 1 collection:

S.I. : 2019 India Intl. Congress on Computational Intelligence
Evolutionary algorithm applied to time-series landing flight path and control optimization of supersonic transport
Masahiro Kanazaki
Nao Setoguchi
Ryouta Saisyo
S.I.: 2019 India Intl. Congress on Computational Intelligence 08 July 2021 Pages: 1211 - 1223
Part of 1 collection:

S.I. : 2019 India Intl. Congress on Computational Intelligence
Performance analysis of stirling engine using computational intelligence techniques (ANN & Fuzzy Mamdani Model) and hybrid algorithms (ANN-PSO & ANFIS)
M. G. K. Machesa
L. K. Tartibu
M. O. Okwu
S.I.: 2019 India Intl. Congress on Computational Intelligence 24 May 2022 Pages: 1225 - 1245
Part of 1 collection:

S.I. : 2019 India Intl. Congress on Computational Intelligence
Application of streaming analytics for Artificial Lift systems: a human-in-the-loop approach for analysing clustered time-series data from progressive cavity pumps
Fahd Saghir
M. E. Gonzalez Perdomo
Peter Behrenbruch
Review Open access 11 November 2022 Pages: 1247 - 1277
The application of neural network for software vulnerability detection: a review
Yuhui Zhu
Guanjun Lin
Jun Zhang
Review 27 November 2022 Pages: 1279 - 1301
Generating ten BCI commands using four simple motor imageries and classification by divergence-based DNN
Nuri Korhan
Tamer Olmez
Zümray Dokur
Original Article 26 September 2022 Pages: 1303 - 1322
Distance-based arranging oversampling technique for imbalanced data
Qi Dai
Jian-wei Liu
Jia-Liang Zhao
Original Article 26 September 2022 Pages: 1323 - 1342
An Enhanced Binary Particle Swarm Optimization (E-BPSO) algorithm for service placement in hybrid cloud platforms
Wissem Abbes
Zied Kechaou
Adel M. Alimi
Original Article 26 September 2022 Pages: 1343 - 1361
MSSPP: modified sparrow search algorithm based mobile sink path planning for WSNs
Ahmed M. Khedr
Zaher Al Aghbari
Pravija P. V. Raj
Original Article 26 September 2022 Pages: 1363 - 1378
Deep reinforcement learning for automated search of model parameters: photo-fenton wastewater disinfection case study
Sergio Hernández-García
Alfredo Cuesta-Infante
Antonio S. Montemayor
Original Article Open access 26 September 2022 Pages: 1379 - 1394
Multi-modal traffic event detection using shapelets
Ahmed AlDhanhani
Ernesto Damiani
Ahmad Al-Rubaie
Original Article 26 September 2022 Pages: 1395 - 1408
Emotion recognition in EEG signals using the continuous wavelet transform and CNNs
Oscar Almanza-Conejo
Dora Luz Almanza-Ojeda
Mario Alberto Ibarra-Manzano
Original Article 26 September 2022 Pages: 1409 - 1422
A new common spatial pattern-based unified channels algorithm for driver’s fatigue EEG signals classification
Hong Zeng
Wael Zakaria
Original Article 27 September 2022 Pages: 1423 - 1445
Heap-based optimizer embedded with search strategies applied to high-order analog filter designs: a comparative study with up-to-date metaheuristics
Yiğit Çağatay Kuyu
Fahri Vatansever
Original Article 27 September 2022 Pages: 1447 - 1467
A deep sign language recognition system for Indian sign language
Soumen Das
Saroj Kr. Biswas
Biswajit Purkayastha
Original Article 27 September 2022 Pages: 1469 - 1481
Adapting deep learning models between regional markets
Isaac Tonkin
Adrian Gepp
Bruce Vanstone
Original Article Open access 27 September 2022 Pages: 1483 - 1492
Evaluating the performance of meta-heuristic algorithms on CEC 2021 benchmark problems
Ali Wagdy Mohamed
Karam M. Sallam
Ali Khater Mohamed
Original Article Open access 28 September 2022 Pages: 1493 - 1517
JSMix: a holistic algorithm for learning with label noise
Zhijie Wen
Hui Xu
Shihui Ying
Original Article 29 September 2022 Pages: 1519 - 1533
Transparent deep machine learning framework for predicting traffic crash severity
Karim Sattar
Feras Chikh Oughali
Syed Masiur Rahman
Original Article 29 September 2022 Pages: 1535 - 1547
Pattern lock screen detection method based on lightweight deep feature extraction
Fatih Ertam
Omer Faruk Yakut
Turker Tuncer
Original Article 30 September 2022 Pages: 1549 - 1567
Fully automatic CNN design with inception and ResNet blocks
Togzhan Barakbayeva
Fatih M. Demirci
Original Article 30 September 2022 Pages: 1569 - 1580
Empirical validation of ELM trained neural networks for financial modelling
Volodymyr Novykov
Christopher Bilson
Bruce James Vanstone
Original Article Open access 01 October 2022 Pages: 1581 - 1605
Multimodal tweet classification in disaster response systems using transformer-based bidirectional attention model
Rani Koshy
Sivasankar Elango
Original Article 01 October 2022 Pages: 1607 - 1627
Convolutional neural networks combined with Runge–Kutta methods
Mai Zhu
Bo Chang
Chong Fu
Original Article 01 October 2022 Pages: 1629 - 1643
Auto diagnostic system for detecting solitary and juxtapleural pulmonary nodules in computed tomography images using machine learning
Ayat Karrar
Mai S. Mabrouk
Ahmed Y. Sayed
Original Article Open access 01 October 2022 Pages: 1645 - 1659
A feedforward neural network framework for approximating the solutions to nonlinear ordinary differential equations
Pavithra Venkatachalapathy
S. M. Mallikarjunaiah
Original Article 01 October 2022 Pages: 1661 - 1673
Semi-global fixed/predefined-time RNN models with comprehensive comparisons for time-variant neural computing
Mingxuan Sun
Xing Li
Guomin Zhong
Original Article 02 October 2022 Pages: 1675 - 1693
GIMIRec: Global Interaction-aware Multi-Interest framework for sequential Recommendation
Ke-Jia Chen
Jie Zhang
Jingqiang Chen
Original Article 02 October 2022 Pages: 1695 - 1709
Multi-objective memetic differential evolution optimization algorithm for text clustering problems
Hossam M. J. Mustafa
Masri Ayob
Sawsan Abu-Taleb
Original Article 03 October 2022 Pages: 1711 - 1731
Simulating a complete Tritonia escape swim network using a novel event-based spiking neural network algorithm
Fatemehossadat Miri
Carol I. Miles
Harold W. Lewis III
Original Article 03 October 2022 Pages: 1733 - 1748
An Efficient High-dimensional Feature Selection Approach Driven By Enhanced Multi-strategy Grey Wolf Optimizer for Biological Data Classification
Majdi Mafarja
Thaer Thaher
Marwa M. Emam
Original Article 04 October 2022 Pages: 1749 - 1775
Deep-learning-based human activity recognition for Alzheimer’s patients’ daily life activities assistance
Ahmed Snoun
Tahani Bouchrika
Olfa Jemai
Original Article 04 October 2022 Pages: 1777 - 1802
An improved parameter learning methodology for RVFL based on pseudoinverse learners
Xiaoxuan Sun
Xiaodan Deng
Ping Guo
Original Article 04 October 2022 Pages: 1803 - 1818
Knowledge tracing based on multi-feature fusion
Yongkang Xiao
Rong Xiao
Bo Sun
Original Article 05 October 2022 Pages: 1819 - 1833
3 s-STNet: three-stream spatial–temporal network with appearance and skeleton information learning for action recognition
Ming Fang
Siyu Peng
Shuhua Liu
Original Article 05 October 2022 Pages: 1835 - 1848
Improved deep convolutional neural network-based COOT optimization for multimodal disease risk prediction
D. Shiny Irene
M. Lakshmi
A. Joseph Selva Kumar
Original Article 05 October 2022 Pages: 1849 - 1862
Solving TSP by using combinatorial Bees algorithm with nearest neighbor method
Murat Sahin
Original Article Open access 06 October 2022 Pages: 1863 - 1879
Fine-grained image retrieval by combining attention mechanism and context information
Xiaoqing Li
Jinwen Ma
Original Article 06 October 2022 Pages: 1881 - 1897
Toward reliable machine learning with Congruity: a quality measure based on formal concept analysis
Carmen De Maio
Giuseppe Fenza
Claudio Stanzione
Original Article Open access 06 October 2022 Pages: 1899 - 1913
Learning the transfer function in binary metaheuristic algorithm for feature selection in classification problems
Zahra Nassiri
Hesam Omranpour
Original Article 06 October 2022 Pages: 1915 - 1929
D-former: a U-shaped Dilated Transformer for 3D medical image segmentation
Yixuan Wu
Kuanlun Liao
Jian Wu
Original Article 06 October 2022 Pages: 1931 - 1944
Demand forecasting model for time-series pharmaceutical data using shallow and deep neural network model
R. Rathipriya
Abdul Aziz Abdul Rahman
G. Yoganandan
Original Article 06 October 2022 Pages: 1945 - 1957