Volume 32, Issue 11 | Neural Computing and Applications

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Volume 32, Issue 11

June 2020

Special Issue on Multi-Source Data Understanding (MSDU) (pp.6417-6639 )/Brain-Inspired Computing and Machine Learning Applied Research -BISMLARE (pp.6641-6807)

Issue Editor:

Xiaofeng Zhu

79 articles in this issue

Deep understanding of big multimedia data
Xiaofeng Zhu
Chong-Yaw Wee
Minjeong Kim
Editorial 08 April 2020 Pages: 6417 - 6419
Cross-domain aspect/sentiment-aware abstractive review summarization by combining topic modeling and deep reinforcement learning
Min Yang
Qiang Qu
Jia Zhu
Multi-Source Data Understanding (MSDU) 31 October 2018 Pages: 6421 - 6433
Mutual kNN based spectral clustering
Malong Tan
Shichao Zhang
Lin Wu
Multi-Source Data Understanding (MSDU) 02 November 2018 Pages: 6435 - 6442
Unsupervised nonlinear feature selection algorithm via kernel function
Jiaye Li
Shichao Zhang
Jilian Zhang
Multi-Source Data Understanding (MSDU) 08 November 2018 Pages: 6443 - 6454
Single-image low-light enhancement via generating and fusing multiple sources
Zhiyuan Zhou
Zhuang Feng
Shijie Hao
Multi-Source Data Understanding (MSDU) 24 November 2018 Pages: 6455 - 6465
Multi-task learning using a hybrid representation for text classification
Guangquan Lu
Jiangzhang Gan
Xishun Zhao
Multi-Source Data Understanding (MSDU) 19 December 2018 Pages: 6467 - 6480
Big data analytics for MOOC video watching behavior based on Spark
Hui Hu
Guofeng Zhang
Minjuan Wang
Multi-Source Data Understanding (MSDU) 07 January 2019 Pages: 6481 - 6489
A semi-structured information semantic annotation method for Web pages
Lu Zhang
Tiantian Wang
Qingling Duan
Multi-Source Data Understanding (MSDU) 10 January 2019 Pages: 6491 - 6501
Adaptive graph learning and low-rank constraint for supervised spectral feature selection
Zhi Zhong
Multi-Source Data Understanding (MSDU) 12 January 2019 Pages: 6503 - 6512
Sparsity-regularized feature selection for multi-class remote sensing image classification
Tao Chen
Ye Zhao
Yanrong Guo
Multi-Source Data Understanding (MSDU) 25 January 2019 Pages: 6513 - 6521
Inferring region significance by using multi-source spatial data
Shunzhi Zhu
Dahan Wang
Danhuai Guo
Multi-Source Data Understanding (MSDU) 13 February 2019 Pages: 6523 - 6531
Traffic sign detection and recognition based on pyramidal convolutional networks
Zhenwen Liang
Jie Shao
Lianli Gao
Multi-Source Data Understanding (MSDU) 04 March 2019 Pages: 6533 - 6543
Deep convolutional neural network for automatically segmenting acute ischemic stroke lesion in multi-modality MRI
Liangliang Liu
Shaowu Chen
Jianxin Wang
Multi-Source Data Understanding (MSDU) 25 February 2019 Pages: 6545 - 6558
A weighted KNN-based automatic image annotation method
Yanchun Ma
Qing Xie
Shengwu Xiong
Multi-Source Data Understanding (MSDU) 07 March 2019 Pages: 6559 - 6570
Stability property of impulsive inertial neural networks with unbounded time delay and saturating actuators
Deqiang Ouyang
Jie Shao
Cheng Hu
Multi-Source Data Understanding (MSDU) 06 March 2019 Pages: 6571 - 6580
Unsupervised feature selection based on joint spectral learning and general sparse regression
Tao Chen
Yanrong Guo
Shijie Hao
Multi-Source Data Understanding (MSDU) 14 March 2019 Pages: 6581 - 6589
Color–depth multi-task learning for object detection in haze
Zhe Chen
Xin Wang
Lizhong Xu
S.I. : Multi-Source Data Understanding (MSDU) 04 October 2018 Pages: 6591 - 6599
EEG classification using sparse Bayesian extreme learning machine for brain–computer interface
Zhichao Jin
Guoxu Zhou
Yu Zhang
S.I. : Multi-Source Data Understanding (MSDU) 04 October 2018 Pages: 6601 - 6609
Spectral clustering algorithm combining local covariance matrix with normalization
Tingting Du
Guoqiu Wen
Yangding Li
Multi-Source Data Understanding (MSDU) 09 November 2018 Pages: 6611 - 6618
Minimal weighted infrequent itemset mining-based outlier detection approach on uncertain data stream
Saihua Cai
Ruizhi Sun
Gang Yuan
Multi-Source Data Understanding (MSDU) 29 November 2018 Pages: 6619 - 6639
Brain-inspired computing and machine learning
Lazaros S. Iliadis
Vera Kurkova
Barbara Hammer
Editorial 03 April 2020 Pages: 6641 - 6643
Operational neural networks
Serkan Kiranyaz
Turker Ince
Moncef Gabbouj
S.I. : Brain inspired Computing &Machine Learning Applied Research-BISMLARE Open access 06 March 2020 Pages: 6645 - 6668
An advanced active set L-BFGS algorithm for training weight-constrained neural networks
Ioannis E. Livieris
S.I. : Brain inspired Computing&Machine Learning Applied Research-BISMLARE 13 February 2020 Pages: 6669 - 6684
Applying depthwise separable and multi-channel convolutional neural networks of varied kernel size on semantic trajectories
Antonios Karatzoglou
Nikolai Schnell
Michael Beigl
Brain inspired Computing&Machine Learning Applied Research-BISMLARE 18 November 2019 Pages: 6685 - 6698
Identifying data streams anomalies by evolving spiking restricted Boltzmann machines
Lining Xing
Konstantinos Demertzis
Jinghui Yang
Brain inspired Computing &Machine Learning Applied Research-BISMLARE 18 June 2019 Pages: 6699 - 6713
Neural network-based construction of online prediction intervals
Myrianthi Hadjicharalambous
Marios M. Polycarpou
Christos G. Panayiotou
Brain inspired Computing&Machine Learning Applied Research-BISMLARE 05 December 2019 Pages: 6715 - 6733
Real-time diameter of the fetal aorta from ultrasound
Nicoló Savioli
Enrico Grisan
Pablo Lamata
Brain inspired Computing&Machine Learning Applied Research-BISMLARE Open access 18 December 2019 Pages: 6735 - 6744
Sparse coding predicts optic flow specificities of zebrafish pretectal neurons
Gerrit A. Ecke
Sebastian A. Bruijns
Hanspeter A. Mallot
Brain inspired Computing&Machine Learning Applied Research-BISMLARE 16 September 2019 Pages: 6745 - 6754
Neural networks with block diagonal inner product layers: a look at neural network architecture through the lens of random matrices
Amy Nesky
Quentin F. Stout
Brain inspired Computing &Machine Learning Applied Research-BISMLARE 22 October 2019 Pages: 6755 - 6767
A two-stage approach for automatic liver segmentation with Faster R-CNN and DeepLab
Wei Tang
Dongsheng Zou
Guowu Song
S.I. : Brain inspired Computing &Machine Learning Applied Research-BISMLARE 16 January 2020 Pages: 6769 - 6778
Modular domain-to-domain translation network
Savvas Karatsiolis
Christos N. Schizas
Nicolai Petkov
Brain inspired Computing &Machine Learning Applied Research-BISMLARE 26 July 2019 Pages: 6779 - 6791
A deep learning classifier for sentence classification in biomedical and computer science abstracts
Sérgio Gonçalves
Paulo Cortez
Sérgio Moro
Brain inspired Computing & Machine Learning Applied Research-BISMLARE 10 July 2019 Pages: 6793 - 6807
MCK-ELM: multiple composite kernel extreme learning machine for hyperspectral images
Ugur Ergul
Gokhan Bilgin
Original Article 31 January 2019 Pages: 6809 - 6819
HPFE: a new secure framework for serving multi-users with multi-tasks in public cloud without violating SLA
Aida A. Nasr
Kalka Dubey
Ayman El-Sayed
Original Article 26 February 2019 Pages: 6821 - 6841
Fully automatic alpha matte extraction using artificial neural networks
Roberto Rosas-Romero
Omar Lopez-Rincon
Oleg Starostenko
Original Article 21 March 2019 Pages: 6843 - 6855
Modeling of electricity demand forecast for power system
Ping Jiang
Ranran Li
Xiaobo Zhang
Original Article 23 March 2019 Pages: 6857 - 6875
A comparison of modified tree–seed algorithm for high-dimensional numerical functions
Ayşe Beşkirli
Durmuş Özdemir
Hasan Temurtaş
Original Article 26 March 2019 Pages: 6877 - 6911
Mining hidden non-redundant causal relationships in online social networks
Wei Chen
Ruichu Cai
Feng Xie
Original Article 27 March 2019 Pages: 6913 - 6923
Parameters optimization of support vector machines for imbalanced data using social ski driver algorithm
Alaa Tharwat
Thomas Gabel
Original Article 01 April 2019 Pages: 6925 - 6938
Intelligent schemes for fault classification in mutually coupled series-compensated parallel transmission lines
Aleena Swetapadma
Anamika Yadav
Almoataz Y. Abdelaziz
Original Article 06 April 2019 Pages: 6939 - 6956
Path-based reasoning with constrained type attention for knowledge graph completion
Kai Lei
Jin Zhang
Ying Shen
Original Article 08 April 2019 Pages: 6957 - 6966
Opposition-based antlion optimizer using Cauchy distribution and its application to data clustering problem
Shail Kumar Dinkar
Kusum Deep
Original Article 11 April 2019 Pages: 6967 - 6995
Evaluation of effective stiffness of RC column sections by support vector regression approach
Sourav Das
Satyabrata Choudhury
Original Article 12 April 2019 Pages: 6997 - 7007
SP-J48: a novel optimization and machine-learning-based approach for solving complex problems: special application in software engineering for detecting code smells
Amandeep Kaur
Sushma Jain
Shivani Goel
Original Article 13 April 2019 Pages: 7009 - 7027
Digital mammogram classification using 2D-BDWT and GLCM features with FOA-based feature selection approach
Figlu Mohanty
Suvendu Rup
M. N. S. Swamy
Original Article 13 April 2019 Pages: 7029 - 7043
Designing secure substitution boxes based on permutation of symmetric group
Amir Anees
Yi-Ping Phoebe Chen
Original Article 19 April 2019 Pages: 7045 - 7056
Guaranteed-consensus posterior-aggregation fuzzy analytic hierarchy process method
Tin-Chih Toly Chen
Original Article 19 April 2019 Pages: 7057 - 7068
A novel three-coil wireless power transfer system and its optimization for implantable biomedical applications
Xiu Zhang
Xiaohui Lu
Lei Wang
Original Article 19 April 2019 Pages: 7069 - 7078
Antlion optimization algorithm for pairwise structural alignment with bi-objective functions
R. Ranjani Rani
D. Ramyachitra
Original Article 20 April 2019 Pages: 7079 - 7096
Quadratic programming over ellipsoids with applications to constrained linear regression and tensor decomposition
Anh-Huy Phan
Masao Yamagishi
Andrzej Cichocki
Original Article 20 April 2019 Pages: 7097 - 7120