Ausgabe 8/2020
Inhalt (71 Artikel)
Word sense disambiguation for Punjabi language using deep learning techniques
Varinder pal Singh, Parteek Kumar
Estimating inelastic seismic response of reinforced concrete frame structures using a wavelet support vector machine and an artificial neural network
Sadjad Gharehbaghi, Hessam Yazdani, Mohsen Khatibinia
Semi-permutation-based genetic algorithm for order acceptance and scheduling in two-stage assembly problem
Mohammad Yavari, Mozhgan Marvi, Amir Hosein Akbari
Multivariate Gaussian and Student-t process regression for multi-output prediction
Zexun Chen, Bo Wang, Alexander N. Gorban
Dragonfly Algorithm for solving probabilistic Economic Load Dispatch problems
Diptanu Das, Aniruddha Bhattacharya, Rup Narayan Ray
Remote detection of idling cars using infrared imaging and deep networks
Muhammet Bastan, Kim-Hui Yap, Lap-Pui Chau
Toward the modification of flower pollination algorithm in clustering-based image segmentation
Krishna Gopal Dhal, Jorge Gálvez, Sanjoy Das
An image classification framework exploring the capabilities of extreme learning machines and artificial bee colony
Annapareddy V. N. Reddy, Ch. Phani Krishna, Pradeep Kumar Mallick
MOGSABAT: a metaheuristic hybrid algorithm for solving multi-objective optimisation problems
Iraq Tariq, H. A. AlSattar, A. A. Zaidan, B. B. Zaidan, M. R. Abu Bakar, R. T. Mohammed, O. S. Albahri, M. A. Alsalem, A. S. Albahri
Optimization of protein folding using chemical reaction optimization in HP cubic lattice model
Md. Rafiqul Islam, Resheta Ahmed Smrity, Sajib Chatterjee, Md. Riaz Mahmud
Intrusion detection using deep sparse auto-encoder and self-taught learning
Aqsa Saeed Qureshi, Asifullah Khan, Nauman Shamim, Muhammad Hanif Durad
Adversarial neural networks for playing hide-and-search board game Scotland Yard
Tirtharaj Dash, Sahith N. Dambekodi, Preetham N. Reddy, Ajith Abraham
MQSMER: a mixed quadratic shape model with optimal fuzzy membership functions for emotion recognition
R. Vishnu Priya, V. Vijayakumar, João Manuel R. S. Tavares
Interface depth modelling of gravity data and altitude variations: a Bayesian neural network approach
Saumen Maiti, Ch. Ravi Kumar, Prasenjit Sarkar, R. K. Tiwari, Uppala Srinu
Community detection in attributed networks considering both structural and attribute similarities: two mathematical programming approaches
Esmaeil Alinezhad, Babak Teimourpour, Mohammad Mehdi Sepehri, Mehrdad Kargari
Aspect-based sentiment analysis using deep networks and stochastic optimization
Ravindra Kumar, Husanbir Singh Pannu, Avleen Kaur Malhi
Exploring nested ensemble learners using overproduction and choose approach for churn prediction in telecom industry
Mahreen Ahmed, Hammad Afzal, Imran Siddiqi, Muhammad Faisal Amjad, Khawar Khurshid
Heat and mass transport phenomena of nanoparticles on time-dependent flow of Williamson fluid towards heated surface
Hashim, Aamir Hamid, Masood Khan
Exponential stability of periodic solution for a memristor-based inertial neural network with time delays
Sitian Qin, Liyuan Gu, Xinyu Pan
New efficient initialization and updating mechanisms in PSO for feature selection and classification
Ramesh Kumar Huda, Haider Banka
A new fixed-time stabilization approach for neural networks with time-varying delays
Chaouki Aouiti, Foued Miaadi
Singing voice separation with pre-learned dictionary and reconstructed voice spectrogram
Chenghong Yang, Hongjuan Zhang
Adaptively weighted learning for twin support vector machines via Bregman divergences
Zhizheng Liang, Lei Zhang, Jin Liu, Yong Zhou
A novel possibility measure to interval-valued intuitionistic fuzzy set using connection number of set pair analysis and its applications
Harish Garg, Kamal Kumar
Optimised building energy and indoor microclimatic predictions using knowledge-based system identification in a historical art gallery
Shashwat Ganguly, Afaq Ahmed, Fan Wang
A novel interval type-2 fuzzy decision model based on two new versions of relative preference relation-based MABAC and WASPAS methods (with an application in aircraft maintenance planning)
Y. Dorfeshan, S. Meysam Mousavi
Optimal design of damage tolerant composite using ply angle dispersion and enhanced bat algorithm
M. Prashanth Reddy, Shuvajit Mukherjee, Ranjan Ganguli
An adaptive PID control algorithm for the two-legged robot walking on a slope
Ravi Kumar Mandava, Pandu R. Vundavilli
Neural correlates of action video game experience in a visuospatial working memory task
Jupitara Hazarika, Rajdeep Dasgupta
Decentralized robust optimal control for modular robot manipulators via critic-identifier structure-based adaptive dynamic programming
Bo Dong, Fan Zhou, Keping Liu, Yuanchun Li
Odds ratio function estimation using a generalized additive neural network
Carlos Brás-Geraldes, Ana Papoila, Patricia Xufre
NSNAD: negative selection-based network anomaly detection approach with relevant feature subset
Naila Belhadj aissa, Mohamed Guerroumi, Abdelouahid Derhab
Fault detection in distillation column using NARX neural network
Syed A. Taqvi, Lemma Dendana Tufa, Haslinda Zabiri, Abdulhalim Shah Maulud, Fahim Uddin
Measuring distance-based semantic similarity using meronymy and hyponymy relations
Yuanyuan Cai, Shirui Pan, Ximeng Wang, Hongshu Chen, Xiaoyan Cai, Min Zuo
Application of soft computing techniques for estimating emotional states expressed in Twitter® time series data
Erman Çakıt, Waldemar Karwowski, Les Servi
A novel online method for identifying motion artifact and photoplethysmography signal reconstruction using artificial neural networks and adaptive neuro-fuzzy inference system
Bahram Tarvirdizadeh, Alireza Golgouneh, Farzam Tajdari, Erfan Khodabakhshi
Face image synthesis with weight and age progression using conditional adversarial autoencoder
Muhammad Anwaar, Chu Kiong Loo, Manjeevan Seera
Comparison of artificial bee colony and flower pollination algorithms in vehicle delay models at signalized intersections
Ersin Korkmaz, Ali Payıdar Akgüngör
Measuring performance with common weights: network DEA
Adel Hatami-Marbini, Saber Saati
Investigation of different sources in order to optimize the nuclear metering system of gas–oil–water annular flows
A. Karami, G. H. Roshani, A. Khazaei, E. Nazemi, M. Fallahi
Large-margin Distribution Machine-based regression
Reshma Rastogi, Pritam Anand, Suresh Chandra
Transportation scheduling optimization by a collaborative strategy in supply chain management with TPL using chemical reaction optimization
Md. Rafiqul Islam, Md. Riaz Mahmud, Rayhan Morshed Pritom
Autoscaling Bloom filter: controlling trade-off between true and false positives
Denis Kleyko, Abbas Rahimi, Ross W. Gayler, Evgeny Osipov
Imbalanced dataset-based echo state networks for anomaly detection
Qing Chen, Anguo Zhang, Tingwen Huang, Qianping He, Yongduan Song
Multilayer perceptron for short-term load forecasting: from global to local approach
Grzegorz Dudek
On the improvement in grey wolf optimization
Rohit Salgotra, Urvinder Singh, Sakshi Sharma
Similarity measure on incomplete imprecise interval information and its applications
V. Lakshmana Gomathi Nayagam, Dhanasekaran Ponnialagan, S. Jeevaraj
Fuzzy c-means and K-means clustering with genetic algorithm for identification of homogeneous regions of groundwater quality
Omolbani Mohammadrezapour, Ozgur Kisi, Fariba Pourahmad
Classification of EEG signals using hybrid combination of features for lie detection
Navjot Saini, Saurabh Bhardwaj, Ravinder Agarwal
A mechanical data analysis using kurtogram and extreme learning machine
Sandeep S. Udmale, Sanjay Kumar Singh
A novel improved antlion optimizer algorithm and its comparative performance
Haydar Kilic, Ugur Yuzgec, Cihan Karakuzu
Optimization of green RNP problem for LTE networks using possibility theory
Soufiane Dahmani, Mohammed Gabli, El Bekkaye Mermri, Abdelhafid Serghini
A novel hybrid algorithm for aiding prediction of prognosis in patients with hepatitis
Luca Parisi, Narrendar RaviChandran, Marianne Lyne Manaog
Online continuous multi-stroke Persian/Arabic character recognition by novel spatio-temporal features for digitizer pen devices
Sara Valikhani, Fardin Abdali-Mohammadi, Abdolhossein Fathi
Neural network modeling of in situ fluid-filled pore size distributions in subsurface shale reservoirs under data constraints
Hao Li, Siddharth Misra, Jiabo He
A projection-based recurrent neural network and its application in solving convex quadratic bilevel optimization problems
Ahmad Golbabai, Soraya Ezazipour
Intuitionistic fuzzy divergence measure-based ELECTRE method for performance of cellular mobile telephone service providers
Arunodaya Raj Mishra, Rahul Kumar Singh, Deepak Motwani
Weighted differential evolution algorithm for numerical function optimization: a comparative study with cuckoo search, artificial bee colony, adaptive differential evolution, and backtracking search optimization algorithms
Pinar Civicioglu, Erkan Besdok, Mehmet Akif Gunen, Umit Haluk Atasever
A comparative study of artificial neural networks in predicting blast-induced air-blast overpressure at Deo Nai open-pit coal mine, Vietnam
Hoang Nguyen, Xuan-Nam Bui, Hoang-Bac Bui, Ngoc-Luan Mai
Multilevel split of high-dimensional water quality data using artificial neural networks for the prediction of dissolved oxygen in the Danube River
Davor Antanasijević, Viktor Pocajt, Aleksandra Perić-Grujić, Mirjana Ristić
A closed-loop supply chain robust optimization for disposable appliances
Hadi Gholizadeh, Ali Tajdin, Nikbakhsh Javadian
Optimization of time, cost and surface roughness in grinding process using a robust multi-objective dragonfly algorithm
Soheyl Khalilpourazari, Saman Khalilpourazary
Probabilistic approaches for music similarity using restricted Boltzmann machines
Son N. Tran, Son Ngo, Artur d’Avila Garcez
Piezometric level prediction based on data mining techniques
Joaquim Tinoco, Mathilde de Granrut, Daniel Dias, Tiago Miranda, Alexandre-Gilles Simon
A TOPSIS multi-criteria decision method-based intelligent recurrent wavelet CMAC control system design for MIMO uncertain nonlinear systems
Tuan-Tu Huynh, Tien-Loc Le, Chih-Min Lin
Joint motion boundary detection and CNN-based feature visualization for video object segmentation
Zahra Kamranian, Ahmad Reza Naghsh Nilchi, Hamid Sadeghian, Federico Tombari, Nassir Navab
Numerical simulation of fractional-order reaction–diffusion equations with the Riesz and Caputo derivatives
Kolade M. Owolabi
FPGA-based system for artificial neural network arrhythmia classification
Hadjer Zairi, Malika Kedir Talha, Karim Meddah, Saliha Ould Slimane
Supplier selection based on normal process yield: the Bayesian inference
Mou-Yuan Liao, Chien-Wei Wu