Volume 34, Issue 3

Search all Neural Computing and Applications articles

February 2022

Special Issue on Adaptive and Learning agents 2020 (pp.1649/1814)

Issue Editors:

Patrick Mannion,
Felipe Leno Silva,
Patrick MacAlpine,
Roxana Ra˘dulescu,
Fernando P Santos

50 articles in this issue

Special issue on adaptive and learning agents 2020
Felipe Leno da Silva
Patrick MacAlpine
Patrick Mannion
Editorial 12 January 2022 Pages: 1649 - 1651
Dynamical systems as a level of cognitive analysis of multi-agent learning
Wolfram Barfuss
S.I. : Adaptive and Learning Agents 2020 Open access 23 June 2021 Pages: 1653 - 1671
Part of 1 collection:

Special Issue on Adaptive and Learning Agents 2020
Policy invariant explicit shaping: an efficient alternative to reward shaping
Paniz Behboudian
Yash Satsangi
Michael Bowling
S.I. : Adaptive and Learning Agents 2020 Open access 28 September 2021 Pages: 1673 - 1686
Part of 1 collection:

Special Issue on Adaptive and Learning Agents 2020
Lucid dreaming for experience replay: refreshing past states with the current policy
Yunshu Du
Garrett Warnell
Matthew E. Taylor
S.I. : Adaptive and Learning Agents 2020 25 May 2021 Pages: 1687 - 1712
Part of 1 collection:

Special Issue on Adaptive and Learning Agents 2020
Discrete-to-deep reinforcement learning methods
Budi Kurniawan
Peter Vamplew
Cameron Foale
S.I. : Adaptive and Learning Agents 2020 01 October 2021 Pages: 1713 - 1733
Part of 1 collection:

Special Issue on Adaptive and Learning Agents 2020
Scalable multi-product inventory control with lead time constraints using reinforcement learning
Hardik Meisheri
Nazneen N. Sultana
Harshad Khadilkar
S.I. : Adaptive and Learning Agents 2020 28 May 2021 Pages: 1735 - 1757
Part of 1 collection:

Special Issue on Adaptive and Learning Agents 2020
Opponent learning awareness and modelling in multi-objective normal form games
Roxana Rădulescu
Timothy Verstraeten
Ann Nowé
S.I. : Adaptive and Learning Agents 2020 19 June 2021 Pages: 1759 - 1781
Part of 1 collection:

Special Issue on Adaptive and Learning Agents 2020
The impact of environmental stochasticity on value-based multiobjective reinforcement learning
Peter Vamplew
Cameron Foale
Richard Dazeley
S.I. : Adaptive and Learning Agents 2020 12 March 2021 Pages: 1783 - 1799
Part of 1 collection:

Special Issue on Adaptive and Learning Agents 2020
Value targets in off-policy AlphaZero: a new greedy backup
Daniel Willemsen
Hendrik Baier
Michael Kaisers
S.I. : Adaptive and Learning Agents 2020 16 June 2021 Pages: 1801 - 1814
Part of 1 collection:

Special Issue on Adaptive and Learning Agents 2020
Deep convolutional neural networks for computer-aided breast cancer diagnostic: a survey
Parita Oza
Paawan Sharma
Pankaj Kumar
Review 11 January 2022 Pages: 1815 - 1836
A comprehensive review of deep neuro-fuzzy system architectures and their optimization methods
Noureen Talpur
Said Jadid Abdulkadir
Alwi Bamhdi
Review 13 January 2022 Pages: 1837 - 1875
The novel VIKOR methods for generalized Pythagorean fuzzy soft sets and its application to children of early childhood in COVID-19 quarantine
Murat Kirişci
İbrahim Demir
Musa Bardak
Original Article 15 September 2021 Pages: 1877 - 1903
CWI: A multimodal deep learning approach for named entity recognition from social media using character, word and image features
Meysam Asgari-Chenaghlu
M. Reza Feizi-Derakhshi
Cina Motamed
Original Article 15 September 2021 Pages: 1905 - 1922
A classification and quantification approach to generate features in soundscape ecology using neural networks
Fábio Felix Dias
Moacir Antonelli Ponti
Rosane Minghim
Original Article 16 September 2021 Pages: 1923 - 1937
Causal discovery from multi-domain data using the independence of modularities
Jie Qiao
Yiming Bai
Zhifeng Hao
Original Article 17 September 2021 Pages: 1939 - 1949
Modeling path information for knowledge graph completion
Ying Shen
Dagang Li
Du Nan
Original Article 18 September 2021 Pages: 1951 - 1961
Modified job shop scheduling via Taguchi method and genetic algorithm
Suhaila Saidat
Ahmad Kadri Junoh
Zainab Yahya
Original Article 18 September 2021 Pages: 1963 - 1980
A fault classification method using dynamic centered one-dimensional local angular binary pattern for a PMSM and drive system
Gullu Boztas
Turker Tuncer
Original Article 18 September 2021 Pages: 1981 - 1992
GUASOM: an adaptive visualization tool for unsupervised clustering in spectrophotometric astronomical surveys
M. A. Álvarez
C. Dafonte
R. Santoveña
Original Article Open access 19 September 2021 Pages: 1993 - 2006
Self-adaptive mobile web service discovery approach based on modified negative selection algorithm
Salisu Garba
Radziah Mohamad
Nor Azizah Saadon
Original Article 20 September 2021 Pages: 2007 - 2029
Performance assessment of meta-heuristics for composite layup optimisation
Shahin Jalili
Reza Khani
Yousef Hosseinzadeh
Original Article Open access 21 September 2021 Pages: 2031 - 2054
Domain and writer adaptation of offline Arabic handwriting recognition using deep neural networks
Sana Khamekhem Jemni
Sourour Ammar
Yousri Kessentini
Original Article 21 September 2021 Pages: 2055 - 2071
Classification of hyperspectral imagery using spectrally partitioned HyperUnet
Arati Paul
Sanghamita Bhoumik
Original Article 21 September 2021 Pages: 2073 - 2082
Incremental learning model based on an improved CKS-PFNN for aluminium electrolysis manufacturing
Wei Ding
Lizhong Yao
Jun Yi
Original Article 23 September 2021 Pages: 2083 - 2102
Multivariate regression and genetic programming for prediction of backbreak in open-pit blasting
Mukul Sharma
Hemant Agrawal
B. S. Choudhary
Original Article 23 September 2021 Pages: 2103 - 2114
Further improved global exponential stability result for neural networks with time-varying delay
Qiao Chen
Xinge Liu
Xuemei Li
Original Article 06 September 2021 Pages: 2115 - 2132
Long-term analysis of HIV infection therapy with cubature Kalman filtering-based predictive control
Meriç Cetin
Selami Beyhan
Original Article 24 September 2021 Pages: 2133 - 2155
CN-waterfall: a deep convolutional neural network for multimodal physiological affect detection
Nazanin Fouladgar
Marjan Alirezaie
Kary Främling
Original Article Open access 24 September 2021 Pages: 2157 - 2176
A variable memory state feedback and its application to robust control of uncertain singular time-delay systems
Ya-Li Zhi
Original Article 24 September 2021 Pages: 2177 - 2186
A fog-based Traffic Light Management Strategy (TLMS) based on fuzzy inference engine
Samah A. Gamel
Ahmed I. Saleh
Hesham A. Ali
Original Article 24 September 2021 Pages: 2187 - 2205
A topic-based multi-channel attention model under hybrid mode for image caption
Kui Qian
Lei Tian
Original Article 24 September 2021 Pages: 2207 - 2216
AURORA: an autonomous agent-oriented hybrid trading service
Renato A. Nobre
Khalil C. do Nascimento
Geraldo P. Rocha Filho
Original Article 25 September 2021 Pages: 2217 - 2232
A real-time and high-precision method for small traffic-signs recognition
Junzhou Chen
Kunkun Jia
Ronghui Zhang
Original Article 25 September 2021 Pages: 2233 - 2245
Hybridizing multi-objective, clustering and particle swarm optimization for multimodal optimization
Tianzi Zheng
Jianchang Liu
Shubin Tan
Original Article 26 September 2021 Pages: 2247 - 2274
AFP-SRC: identification of antifreeze proteins using sparse representation classifier
Muhammad Usman
Shujaat Khan
Abdul Wahab
Original Article 26 September 2021 Pages: 2275 - 2285
A Gray Code model for the encoding of grid cells in the Entorhinal Cortex
Jânio Monteiro
André Pedro
António João Silva
Original Article 27 September 2021 Pages: 2287 - 2306
GSTA: gated spatial–temporal attention approach for travel time prediction
Alkilane Khaled
Alfateh M. Tag Elsir
Yanming Shen
Original Article 27 September 2021 Pages: 2307 - 2322
Non-fragile sliding mode control for \({H_\infty }\)/passive synchronization of master-slave Markovian jump complex dynamical networks with time-varying delays
Qiushi He
Yuechao Ma
Original Article 28 September 2021 Pages: 2323 - 2340
Emotionally charged text classification with deep learning and sentiment semantic
Jeow Li Huan
Arif Ahmed Sekh
Dilip K. Prasad
Original Article Open access 28 September 2021 Pages: 2341 - 2351
NucNormZSL: nuclear norm-based domain adaptation in zero-shot learning
Upendra Pratap Singh
Krishna Pratap Singh
Manoj Thakur
Original Article 29 September 2021 Pages: 2353 - 2374
Fault location in distribution networks based on SVM and impedance-based method using online databank generation
Ahmad Keshavarz
Rahman Dashti
Hamid Reza Shaker
Original Article 29 September 2021 Pages: 2375 - 2391
Fuzzy-based modeling of thermohydraulic aspect of solar air heater roughened with inclined broken roughness
H. Rahmati Aidinlou
Ali M. Nikbakht
Original Article 29 September 2021 Pages: 2393 - 2412
(2+1)D-SLR: an efficient network for video sign language recognition
Fei Wang
Yuxuan Du
Lihong Zhao
Original Article 30 September 2021 Pages: 2413 - 2423
Drought modelling by standard precipitation index (SPI) in a semi-arid climate using deep learning method: long short-term memory
Alireza Docheshmeh Gorgij
Meysam Alizamir
Ahmed Elshafie
Original Article 30 September 2021 Pages: 2425 - 2442
KRR-CNN: kernels redundancy reduction in convolutional neural networks
El houssaine Hssayni
Nour-Eddine Joudar
Mohamed Ettaouil
Original Article 30 September 2021 Pages: 2443 - 2454
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
A modified firefly algorithm applying on multi-objective radial-based function for blasting
Abbas Abbaszadeh Shahri
Mohammad Khorsand Zak
Hossein Abbaszadeh Shahri
Original Article 01 October 2021 Pages: 2455 - 2471
Automatic and intelligent content visualization system based on deep learning and genetic algorithm
Murat İnce
Original Article 15 January 2022 Pages: 2473 - 2493
Correction to: Co-active neuro-fuzzy inference system model as single imputation approach for non-monotone pattern of missing data
Esther-Lydia Silva-Ramirez
Juan-Francisco Cabrera-Sánchez
Correction 29 October 2021 Pages: 2495 - 2496
Correction to: Multi-objective hybrid genetic algorithm for task scheduling problem in cloud computing
Poria Pirozmand
Ali Asghar Rahmani Hosseinabadi
Adam Slowik
Correction 23 December 2021 Pages: 2497 - 2497
Correction to: Noise-estimation-based anisotropic diffusion approach for retinal blood vessel segmentation
Mariem Ben Abdallah
Ahmad Taher Azar
Hafedh Belmabrouk
Correction 30 December 2021 Pages: 2499 - 2499

Volume 34, Issue 3

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