Volume 34, Issue 16 | Neural Computing and Applications

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Volume 34, Issue 16

August 2022

Special Issue on Deep Learning for Time Series Data (pp.13147 / 13369)

Issue Editors:

Ruizhe Ma,
Rafal Angryk,
Rafal Scherer

58 articles in this issue

Special issue on deep learning for time series data
Ruizhe Ma
Rafal Angryk
Rafal Scherer
Editorial 02 July 2022 Pages: 13147 - 13148
Observation error covariance specification in dynamical systems for data assimilation using recurrent neural networks
Sibo Cheng
Mingming Qiu
S.I.: Deep Learning for Time Series Data Open access 20 December 2021 Pages: 13149 - 13167
Part of 1 collection:

Special Issue on Deep Learning for Time Series Data
Improving temporal predictions through time-series labeling using matrix profile and motifs
Pratik Saha
Pritthijit Nath
Sarbani Roy
S.I.: Deep Learning for Time Series Data 10 January 2022 Pages: 13169 - 13185
Part of 1 collection:

Special Issue on Deep Learning for Time Series Data
A heuristic approach to the hyperparameters in training spiking neural networks using spike-timing-dependent plasticity
Dawid Połap
Marcin Woźniak
Robertas Damaševičius
S.I.: Deep Learning for Time Series Data Open access 16 December 2021 Pages: 13187 - 13200
Part of 1 collection:

Special Issue on Deep Learning for Time Series Data
Reservoir weights learning based on adaptive dynamic programming and its application in time series classification
Mohammad Modiri
Mohammad Mehdi Homayounpour
Mohammad Mehdi Ebadzadeh
S.I.: Deep Learning for Time Series Data 27 January 2022 Pages: 13201 - 13217
Part of 1 collection:

Special Issue on Deep Learning for Time Series Data
FEBDNN: fusion embedding-based deep neural network for user retweeting behavior prediction on social networks
Lidong Wang
Yin Zhang
Shihua Cao
S.I.: Deep Learning for Time Series Data 06 April 2022 Pages: 13219 - 13235
Part of 1 collection:

Special Issue on Deep Learning for Time Series Data
An active adaptation strategy for streaming time series classification based on elastic similarity measures
Izaskun Oregi
Aritz Pérez
Jose A. Lozano
S.I.: Deep Learning for Time Series Data 21 May 2022 Pages: 13237 - 13252
Part of 1 collection:

Special Issue on Deep Learning for Time Series Data
Hydropower production prediction using artificial neural networks: an Ecuadorian application case
Julio Barzola-Monteses
Juan Gómez-Romero
Waldo Fajardo
S.I.: Deep Learning for Time Series Data Open access 15 December 2021 Pages: 13253 - 13266
Part of 2 collections:

Special Issue on Deep Learning for Time Series Data

Computer Science SDG 7: Affordable and Clean Energy
Applying attention-based BiLSTM and technical indicators in the design and performance analysis of stock trading strategies
Ming-Che Lee
Jia-Wei Chang
Xu-Ming Chen
S.I.: Deep Learning for Time Series Data 28 January 2022 Pages: 13267 - 13279
Part of 1 collection:

Special Issue on Deep Learning for Time Series Data
Two-stream convolutional LSTM for precipitation nowcasting
Suting Chen
Xin Xu
Mingjian Zeng
S.I. : Deep Learning for Time Series Data 06 January 2022 Pages: 13281 - 13290
Part of 1 collection:

Special Issue on Deep Learning for Time Series Data
Time series-dependent feature of EEG signals for improved visually evoked emotion classification using EmotionCapsNet
Nandini Kumari
Shamama Anwar
Vandana Bhattacharjee
S.I.: Deep Learning for Time Series Data 09 February 2022 Pages: 13291 - 13303
Part of 1 collection:

Special Issue on Deep Learning for Time Series Data
Recurrent neural network model for high-speed train vibration prediction from time series
Jakub Siłka
Michał Wieczorek
Marcin Woźniak
S.I. : Deep Learning for Time Series Data Open access 29 January 2022 Pages: 13305 - 13318
Part of 1 collection:

Special Issue on Deep Learning for Time Series Data
A convolutional neural network based approach to financial time series prediction
Dr. M. Durairaj
B. H. Krishna Mohan
S.I.: Deep Learning for Time Series Data 23 March 2022 Pages: 13319 - 13337
Part of 1 collection:

Special Issue on Deep Learning for Time Series Data
CGAN-based synthetic multivariate time-series generation: a solution to data scarcity in solar flare forecasting
Yang Chen
Dustin J. Kempton
Rafal A. Angryk
S.I.: Deep Learning for Time Series Data 30 May 2022 Pages: 13339 - 13353
Part of 1 collection:

Special Issue on Deep Learning for Time Series Data
Differentially private multivariate time series forecasting of aggregated human mobility with deep learning: Input or gradient perturbation?
Héber Hwang Arcolezi
Jean-François Couchot
Xiaokui Xiao
S.I.: Deep Learning for Time Series Data 03 June 2022 Pages: 13355 - 13369
Part of 1 collection:

Special Issue on Deep Learning for Time Series Data
Attention mechanism in neural networks: where it comes and where it goes
Derya Soydaner
Review 25 May 2022 Pages: 13371 - 13385
Applications of graph convolutional networks in computer vision
Pingping Cao
Zeqi Zhu
Qiang Niu
Review 26 May 2022 Pages: 13387 - 13405
RETRACTED ARTICLE: A fuzzy-based adaptive multi-input–output scheme in lieu of diabetic and hypertension management for post-operative patients: an human–machine interface approach with its continuum
A. Alavudeen Basha
S. Vivekanandan
Original Article 13 May 2020 Pages: 13407 - 13423
Part of 1 collection:

Special Issue on New Trends in Brain Computer Interface
A real-time embedded drogue detection method based on lightweight convolution neural network for autonomous aerial refueling
Yuebo Ma
Rujin Zhao
Enhai Liu
Original Article 29 March 2022 Pages: 13425 - 13437
Brain–computer interface for amyotrophic lateral sclerosis patients using deep learning network
Jayabrabu Ramakrishnan
Dinesh Mavaluru
Mervin Retnadhas
Original Article 22 May 2020 Pages: 13439 - 13453
Part of 1 collection:

Special Issue on New Trends in Brain Computer Interface
An information propagation model for social networks based on continuous-time quantum walk
Fei Yan
Wen Liang
Kaoru Hirota
Original Article 28 March 2022 Pages: 13455 - 13468
Deep cross-modal discriminant adversarial learning for zero-shot sketch-based image retrieval
Shichao Jiao
Xie Han
Liqun Kuang
Original Article 28 March 2022 Pages: 13469 - 13483
ViRFD: a virtual-realistic fused dataset for rock size analysis in TBM construction
Zhenfeng Xue
Liang Chen
Weijie Mao
Original Article 27 March 2022 Pages: 13485 - 13498
Detection of ring cell cancer in histopathological images with region of interest determined by SLIC superpixels method
Cafer Budak
Vasfiye Mençik
Original Article 29 March 2022 Pages: 13499 - 13512
Optimized feature selection method using particle swarm intelligence with ensemble learning for cancer classification based on microarray datasets
Nashat Alrefai
Othman Ibrahim
Original Article 30 March 2022 Pages: 13513 - 13528
One-step model agnostic meta-learning using two-phase switching optimization strategy
Saad Mahmud
King Hann Lim
Original Article Open access 30 March 2022 Pages: 13529 - 13537
High-performance UAVs visual tracking using deep convolutional feature
Shuaidong Yang
Jin Xu
Min Wang
Original Article 30 March 2022 Pages: 13539 - 13558
A novel prostate segmentation method: triple fusion model with hybrid loss
Hakan Ocal
Necaattin Barisci
Original Article 30 March 2022 Pages: 13559 - 13574
Recurrent neural network variants based model for Cassini-Huygens spacecraft trajectory modifications recognition
Ashraf ALDabbas
Zoltan Gal
Original Article Open access 31 March 2022 Pages: 13575 - 13598
Rules embedded harris hawks optimizer for large-scale optimization problems
Hussein Samma
Ali Salem Bin Sama
Original Article 31 March 2022 Pages: 13599 - 13624
A fuzzy approach for multi criteria decision making in diet plan ranking system using cuckoo optimization
S. Haseena
S. Saroja
T. Revathi
Original Article 31 March 2022 Pages: 13625 - 13638
Understanding users’ requirements precisely: a double Bi-LSTM-CRF joint model for detecting user’s intentions and slot tags
Chunshan Li
Yingli Zhou
Dianhui Chu
Original Article 31 March 2022 Pages: 13639 - 13648
Stochastic stability for delayed semi-Markovian genetic regulatory networks with partly unknown transition rates by employing new integral inequalities
Cheng-De Zheng
Zeda Zhang
Huaguang Zhang
Original Article 31 March 2022 Pages: 13649 - 13666
Memristor-based affective associative memory neural network circuit with emotional gradual processes
Meiling Liao
Chunhua Wang
Cong Xu
Original Article 01 April 2022 Pages: 13667 - 13682
Semantic-aware conditional variational autoencoder for one-to-many dialogue generation
Ye Wang
Jingbo Liao
Jiaxu Leng
Original Article 01 April 2022 Pages: 13683 - 13695
An axially decomposed self-attention network for the precise segmentation of surface defects on printed circuit boards
Danqing Kang
Yu Han
Jianhuang Lai
Original Article 05 April 2022 Pages: 13697 - 13712
Towards an end-to-end isolated and continuous deep gesture recognition process
Rihem Mahmoud
Selma Belgacem
Mohamed Nazih Omri
Original Article 06 April 2022 Pages: 13713 - 13732
Enhancing firefly algorithm with sliding window for continuous optimization problems
Hu Peng
Jiayao Qian
Zhijian Wu
Original Article 06 April 2022 Pages: 13733 - 13756
A parametric likelihood measure with beta distributions for Pythagorean fuzzy decision-making
Chueh-Yung Tsao
Ting-Yu Chen
Original Article 08 April 2022 Pages: 13757 - 13806
Gravitation balanced multiple kernel learning for imbalanced classification
Mengping Yang
Zhe Wang
Wenli Du
Original Article 08 April 2022 Pages: 13807 - 13823
Design of large-scale real-size steel structures using various modified grasshopper optimization algorithms
Ibrahim Aydogdu
Tevfik Oguz Ormecioglu
Serdar Carbas
Original Article 10 April 2022 Pages: 13825 - 13848
Stacked ResNet-LSTM and CORAL model for multi-site air quality prediction
Xiangwei Cheng
Wenwen Zhang
Jia Chen
Original Article Open access 11 April 2022 Pages: 13849 - 13866
Customer satisfaction analysis and preference prediction in historic sites through electronic word of mouth
Mehrbakhsh Nilashi
Alireza Fallahpour
Fahad Ghabban
Original Article 12 April 2022 Pages: 13867 - 13881
A novel drowsiness detection model using composite features of head, eye, and facial expression
Nageshwar Nath Pandey
Naresh Babu Muppalaneni
Original Article 15 April 2022 Pages: 13883 - 13893
A comparative study on prediction of survival event of heart failure patients using machine learning algorithms
Mücella Özbay Karakuş
Orhan Er
Original Article 17 April 2022 Pages: 13895 - 13908
KAF + RSigELU: a nonlinear and kernel-based activation function for deep neural networks
Serhat Kiliçarslan
Mete Celik
Original Article 18 April 2022 Pages: 13909 - 13923
Pre-trained deep learning-based classification of jujube fruits according to their maturity level
Atif Mahmood
Sanjay Kumar Singh
Amod Kumar Tiwari
Original Article 18 April 2022 Pages: 13925 - 13935
An improved semantic segmentation with region proposal network for cardiac defect interpretation
Siti Nurmaini
Bayu Adhi Tama
Bambang Tutuko
Original Article 18 April 2022 Pages: 13937 - 13950
On fine-tuning deep learning models using transfer learning and hyper-parameters optimization for disease identification in maize leaves
Malliga Subramanian
Kogilavani Shanmugavadivel
P. S. Nandhini
Original Article 18 April 2022 Pages: 13951 - 13968
DDSS: denge decision support system to recommend the athlete-specific workouts on balance data
Didem Abidin
Muhammet G. Cinsdikici
Original Article 19 April 2022 Pages: 13969 - 13986