Ausgabe 1/2019
Inhalt (27 Artikel)
A review on deep learning for recommender systems: challenges and remedies
Zeynep Batmaz, Ali Yurekli, Alper Bilge, Cihan Kaleli
A comprehensive review of recent advances on deep vision systems
Qaisar Abbas, Mostafa E. A. Ibrahim, M. Arfan Jaffar
Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey
Giang Nguyen, Stefan Dlugolinsky, Martin Bobák, Viet Tran, Álvaro López García, Ignacio Heredia, Peter Malík, Ladislav Hluchý
Establishment of a deep learning network based on feature extraction and its application in gearbox fault diagnosis
QingE Wu, Yinghui Guo, Hu Chen, Xiaoliang Qiang, Wei Wang
Primary user characterization for cognitive radio wireless networks using a neural system based on Deep Learning
Danilo López, Edwin Rivas, Oscar Gualdron
Machine learning approaches for non-intrusive load monitoring: from qualitative to quantitative comparation
Christoforos Nalmpantis, Dimitris Vrakas
Bayesian network hybrid learning using an elite-guided genetic algorithm
Carlo Contaldi, Fatemeh Vafaee, Peter C. Nelson
Local structure learning of chain graphs with the false discovery rate control
Jingyun Wang, Sanyang Liu, Mingmin Zhu
A performance comparison of machine learning classification approaches for robust activity of daily living recognition
Rida Ghafoor Hussain, Mustansar Ali Ghazanfar, Muhammad Awais Azam, Usman Naeem, Shafiq Ur Rehman
Using machine learning to predict student difficulties from learning session data
Mushtaq Hussain, Wenhao Zhu, Wu Zhang, Syed Muhammad Raza Abidi, Sadaqat Ali
Classification of asymptomatic and osteoarthritic knee gait patterns using gait analysis via deterministic learning
Wei Zeng, Limin Ma, Chengzhi Yuan, Fenglin Liu, Qinghui Wang, Ying Wang, Yu Zhang
Comparison of artificial neural networks, fuzzy logic and neuro fuzzy for predicting optimization of building thermal consumption: a survey
Zahra Pezeshki, Sayyed Majid Mazinani
Kinect-based hand gesture recognition using trajectory information, hand motion dynamics and neural networks
Fenglin Liu, Wei Zeng, Chengzhi Yuan, Qinghui Wang, Ying Wang
Exploration of a mechanism to form bionic, self-growing and self-organizing neural network
Xu Yang, Guo Liu, Songgaojun Deng, Zichao Wei, Hu He, Yingjie Shang, Ning Deng
Classification of focal and non focal EEG signals using empirical mode decomposition (EMD), phase space reconstruction (PSR) and neural networks
Wei Zeng, Mengqing Li, Chengzhi Yuan, Qinghui Wang, Fenglin Liu, Ying Wang
A wavelet-based hybrid neural network for short-term electricity prices forecasting
Foued Saâdaoui, Hana Rabbouch
Orthogonal based ANN and multiGA for optimization on WEDM of Ti–48Al intermetallic alloys
Yusliza Yusoff, Azlan Mohd Zain, Astuty Amrin, Safian Sharif, Habibollah Haron, Roselina Sallehuddin
Empirically grounded agent-based models of innovation diffusion: a critical review
Haifeng Zhang, Yevgeniy Vorobeychik