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Neural Computing and Applications

Ausgabe 23/2020

Special Issue on Emerging applications of Deep Learning and Spiking ANN (pp.17119/17378)

Inhalt (48 Artikel)

Editorial

Emerging applications of Deep Learning and Spiking ANN

Lazaros S. Iliadis, Chrisina Jayne

S.I. : Emerging applications of Deep Learning and Spiking ANN

Affective analysis of patients in homecare video-assisted telemedicine using computational intelligence

A. Kallipolitis, M. Galliakis, A. Menychtas, I. Maglogiannis

S.I. : Emerging applications of Deep Learning and Spiking ANN

Online meta-learning firewall to prevent phishing attacks

Hongpeng Zhu

S.I. : Emerging applications of Deep Learning and Spiking ANN

A novel validation framework to enhance deep learning models in time-series forecasting

Ioannis E. Livieris, Stavros Stavroyiannis, Emmanuel Pintelas, Panagiotis Pintelas

S.I. : Emerging applications of Deep Learning and Spiking ANN

A semi-self-taught network intrusion detection system

Feng Zhao, Hao Zhang, Jia Peng, Xiaohong Zhuang, Sang-Gyun Na

S.I. : Emerging applications of Deep Learning and Spiking ANN

An adversarial semi-supervised approach for action recognition from pose information

George Pikramenos, Eirini Mathe, Eleanna Vali, Ioannis Vernikos, Antonios Papadakis, Evaggelos Spyrou, Phivos Mylonas

S.I. : Emerging applications of Deep Learning and Spiking ANN

Critical infrastructure protection based on memory-augmented meta-learning framework

Xie Bing

Open Access S.I. : Emerging applications of Deep Learning and Spiking ANN

Building an efficient OCR system for historical documents with little training data

Jiří Martínek, Ladislav Lenc, Pavel Král

Open Access S.I. : Emerging applications of Deep Learning and Spiking ANN

A deep Q-learning portfolio management framework for the cryptocurrency market

Giorgio Lucarelli, Matteo Borrotti

S.I. : Emerging applications of Deep Learning and Spiking ANN

Change detection and convolution neural networks for fall recognition

Spiros V. Georgakopoulos, Sotiris K. Tasoulis, Georgios I. Mallis, Aristidis G. Vrahatis, Vassilis P. Plagianakos, Ilias G. Maglogiannis

S.I. : Emerging applications of Deep Learning and Spiking ANN

Fake consumer review detection using deep neural networks integrating word embeddings and emotion mining

Petr Hajek, Aliaksandr Barushka, Michal Munk

S.I.: Emerging applications of Deep Learning and Spiking ANN

On time series representations for multi-label NILM

Christoforos Nalmpantis, Dimitris Vrakas

S.I. : Emerging applications of Deep Learning and Spiking ANN

Estimating cooling production and monitoring efficiency in chillers using a soft sensor

Serafín Alonso, Antonio Morán, Daniel Pérez, Miguel A. Prada, Ignacio Díaz, Manuel Domínguez

Open Access S.I. : Emerging applications of Deep Learning and Spiking ANN

A transformer-based approach to irony and sarcasm detection

Rolandos Alexandros Potamias, Georgios Siolas, Andreas - Georgios Stafylopatis

S.I. : Emerging applications of Deep Learning and Spiking ANN

The effect of reduced training in neural architecture search

George Kyriakides, Konstantinos Margaritis

S.I. : Emerging applications of Deep Learning and Spiking ANN

Privacy preserving distributed training of neural networks

Spyridon Nikolaidis, Ioannis Refanidis

S.I. : Emerging applications of Deep Learning and Spiking ANN

A CNN–LSTM model for gold price time-series forecasting

Ioannis E. Livieris, Emmanuel Pintelas, Panagiotis Pintelas

S.I. : Emerging applications of Deep Learning and Spiking ANN

Anomaly detection via blockchained deep learning smart contracts in industry 4.0

Konstantinos Demertzis, Lazaros Iliadis, Nikos Tziritas, Panagiotis Kikiras

Open Access Review

Applying artificial neural networks for modelling ship speed and fuel consumption

Wieslaw Tarelko, Krzysztof Rudzki

Review

A systematic mapping study on solving university timetabling problems using meta-heuristic algorithms

Abeer Bashab, Ashraf Osman Ibrahim, Eltayeb E. AbedElgabar, Mohd Arfian Ismail, Abubakar Elsafi, Ali Ahmed, Ajith Abraham

Review

A comprehensive review on water cycle algorithm and its applications

Mohammad Nasir, Ali Sadollah, Young Hwan Choi, Joong Hoon Kim

Review

Multi-scale attention vehicle re-identification

Aihua Zheng, Xianmin Lin, Jiacheng Dong, Wenzhong Wang, Jin Tang, Bin Luo

Original Article

An online self-organizing algorithm for feedforward neural network

Jun-fei Qiao, Xin Guo, Wen-jing Li

Original Article

Double graphs-based discriminant projections for dimensionality reduction

Jianping Gou, Ya Xue, Hongxing Ma, Yong Liu, Yongzhao Zhan, Jia Ke

Original Article

Robust mixed-norm constrained regression with application to face recognitions

Xiaoshuang Sang, Yesong Xu, Hong Lu, Qinghua Zhao, Zakir Ali, Jianfeng Lu

Original Article

LSTM-based indoor air temperature prediction framework for HVAC systems in smart buildings

Fatma Mtibaa, Kim-Khoa Nguyen, Muhammad Azam, Anastasios Papachristou, Jean-Simon Venne, Mohamed Cheriet

Original Article

Electronic word-of-mouth effects on studio performance leveraging attention-based model

Yang Liu, Hao Fei, Qingguo Zeng, Bobo Li, Lili Ma, Donghong Ji, Joaquín Ordieres Meré

Original Article

Aggregating neighborhood information for negative sampling for knowledge graph embedding

Hai Liu, Kairong Hu, Fu-Lee Wang, Tianyong Hao

Original Article

A novel hybrid multi-verse optimizer with K-means for text documents clustering

Ammar Kamal Abasi, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Syibrah Naim, Zaid Abdi Alkareem Alyasseri, Sharif Naser Makhadmeh

Original Article

Extension of labeled multiple attribute decision making based on fuzzy neighborhood three-way decision

Mingliang Suo, Yujie Cheng, Chunqing Zhuang, Yu Ding, Chen Lu, Laifa Tao

Original Article

Online Bayesian shrinkage regression

Waqas Jamil, Abdelhamid Bouchachia

Original Article

Time series prediction using deep echo state networks

Taehwan Kim, Brian R. King

Correction

Correction to: Predictive reliability and validity of hospital cost analysis with dynamic neural network and genetic algorithm

Le Hoang Son, Angelo Ciaramella, Duong Thi Thu Huyen, Antonino Staiano, Tran Manh Tuan, Pham Van Hai

Retraction Note

Retraction Note: Prediction microhardness profile of functionally graded steels by ANFIS

Hamid Bohlooli, Ali Nazari, Mohammad Mehdi Kaykha