Ausgabe 23/2020
Special Issue on Emerging applications of Deep Learning and Spiking ANN (pp.17119/17378)
Inhalt (48 Artikel)
Affective analysis of patients in homecare video-assisted telemedicine using computational intelligence
A. Kallipolitis, M. Galliakis, A. Menychtas, I. Maglogiannis
Online meta-learning firewall to prevent phishing attacks
Hongpeng Zhu
A novel validation framework to enhance deep learning models in time-series forecasting
Ioannis E. Livieris, Stavros Stavroyiannis, Emmanuel Pintelas, Panagiotis Pintelas
A semi-self-taught network intrusion detection system
Feng Zhao, Hao Zhang, Jia Peng, Xiaohong Zhuang, Sang-Gyun Na
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
Critical infrastructure protection based on memory-augmented meta-learning framework
Xie Bing
Building an efficient OCR system for historical documents with little training data
Jiří Martínek, Ladislav Lenc, Pavel Král
A deep Q-learning portfolio management framework for the cryptocurrency market
Giorgio Lucarelli, Matteo Borrotti
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
Fake consumer review detection using deep neural networks integrating word embeddings and emotion mining
Petr Hajek, Aliaksandr Barushka, Michal Munk
On time series representations for multi-label NILM
Christoforos Nalmpantis, Dimitris Vrakas
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
A transformer-based approach to irony and sarcasm detection
Rolandos Alexandros Potamias, Georgios Siolas, Andreas - Georgios Stafylopatis
The effect of reduced training in neural architecture search
George Kyriakides, Konstantinos Margaritis
Privacy preserving distributed training of neural networks
Spyridon Nikolaidis, Ioannis Refanidis
A CNN–LSTM model for gold price time-series forecasting
Ioannis E. Livieris, Emmanuel Pintelas, Panagiotis Pintelas
Anomaly detection via blockchained deep learning smart contracts in industry 4.0
Konstantinos Demertzis, Lazaros Iliadis, Nikos Tziritas, Panagiotis Kikiras
Applying artificial neural networks for modelling ship speed and fuel consumption
Wieslaw Tarelko, Krzysztof Rudzki
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
A comprehensive review on water cycle algorithm and its applications
Mohammad Nasir, Ali Sadollah, Young Hwan Choi, Joong Hoon Kim
Multi-scale attention vehicle re-identification
Aihua Zheng, Xianmin Lin, Jiacheng Dong, Wenzhong Wang, Jin Tang, Bin Luo
An online self-organizing algorithm for feedforward neural network
Jun-fei Qiao, Xin Guo, Wen-jing Li
Anatomical region identification in medical X-ray computed tomography (CT) scans: development and comparison of alternative data analysis and vision-based methods
Odai S. Salman, Ran Klein
Double graphs-based discriminant projections for dimensionality reduction
Jianping Gou, Ya Xue, Hongxing Ma, Yong Liu, Yongzhao Zhan, Jia Ke
Robust mixed-norm constrained regression with application to face recognitions
Xiaoshuang Sang, Yesong Xu, Hong Lu, Qinghua Zhao, Zakir Ali, Jianfeng Lu
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
TileGAN: category-oriented attention-based high-quality tiled clothes generation from dressed person
Wei Zeng, Mingbo Zhao, Yuan Gao, Zhao Zhang
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
Similarity-aware neural machine translation: reducing human translator efforts by leveraging high-potential sentences with translation memory
Tianfu Zhang, Heyan Huang, Chong Feng, Xiaochi Wei
Aggregating neighborhood information for negative sampling for knowledge graph embedding
Hai Liu, Kairong Hu, Fu-Lee Wang, Tianyong Hao
Care2Vec: a hybrid autoencoder-based approach for the classification of self-care problems in physically disabled children
Sayan Putatunda
Camera calibration by using weighted differential evolution algorithm: a comparative study with ABC, PSO, COBIDE, DE, CS, GWO, TLBO, MVMO, FOA, LSHADE, ZHANG and BOUGUET
Mehmet Akif Gunen, Erkan Besdok, Pinar Civicioglu, Umit Haluk Atasever
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
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
A chaotic sequence-guided Harris hawks optimizer for data clustering
Tribhuvan Singh
Correction to: Neural networks catching up with finite differences in solving partial differential equations in higher dimension
Vsevolod I. Avrutskiy
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
Correction to: Generative image completion with image-to-image translation
Shuzhen Xu, Qing Zhu, Jin Wang
Retraction Note: Analytical modeling of tensile strength of functionally graded steels
A. Nazari
Retraction Note: Prediction microhardness profile of functionally graded steels by ANFIS
Hamid Bohlooli, Ali Nazari, Mohammad Mehdi Kaykha
Retraction Note to: Artificial neural networks for prediction Charpy impact energy of Al6061/SiCp-laminated nanocomposites
Ali Nazari, Vahid Reza Abdinejad