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ORCIDExpert Systems with Applications, Volume 185
Volume 185, December 2021
- Mayukh Sharma
, Ilanthenral Kandasamy, W. B. Vasantha Kandasamy:
Deep Learning for predicting neutralities in Offensive Language Identification Dataset. 115458 - Halime Khojamli, Jafar Razmara:
Survey of similarity functions on neighborhood-based collaborative filtering. 115482 - Weiyao Meng, Rong Qu:
Automated design of search algorithms: Learning on algorithmic components. 115493 - Chenyang Li, Jun Li, Huiling Chen, Ming Jin, Hao Ren:
Enhanced Harris hawks optimization with multi-strategy for global optimization tasks. 115499 - Gabriel Souto, Igor Morais, Geraldo Regis Mauri, Glaydston Mattos Ribeiro, Pedro Henrique González:
A hybrid matheuristic for the Two-Stage Capacitated Facility Location problem. 115501 - Michal Munk, Anna Pilkova, Lubomír Benko, Petra Blazekova, Peter Svec:
Web usage analysis of Pillar 3 disclosed information by deposit customers in turbulent times. 115503 - Dipankar Kakati, Rahul Banerjee:
Assessing the competency of a semi-parametric expert system in the realms of response characterization uncertainty in premixed methanol dual fuel diesel combustion strategies: In critique to RSM. 115516 - Yakubu Imrana, Yanping Xiang, Liaqat Ali, Zaharawu Abdul-Rauf:
A bidirectional LSTM deep learning approach for intrusion detection. 115524 - Abla Mahdaddi, Souham Meshoul, Meriem Belguidoum:
EA-based hyperparameter optimization of hybrid deep learning models for effective drug-target interactions prediction. 115525 - Ahmed Korashy, Salah Kamel, Essam H. Houssein, Francisco Jurado, Fatma A. Hashim:
Development and application of evaporation rate water cycle algorithm for optimal coordination of directional overcurrent relays. 115538 - Hai Chen, Fulan Qian, Jie Chen, Shu Zhao, Yanping Zhang:
Attribute-based Neural Collaborative Filtering. 115539 - Nuran Peker, Cemalettin Kubat:
Application of Chi-square discretization algorithms to ensemble classification methods. 115540 - Juan Eloy Arco, Javier Ramírez, Juan Manuel Górriz, María Ruz:
Data fusion based on Searchlight analysis for the prediction of Alzheimer's disease. 115549 - Edward W. Frees, Catalina Bolancé, Montserrat Guillen, Emiliano A. Valdez:
Dependence modeling of multivariate longitudinal hybrid insurance data with dropout. 115552 - Xiujuan Xu, Yuzhi Sun, Yulin Bai, Kai Zhang, Yu Liu, Xiaowei Zhao:
Seq2Img-DRNET: A travel time index prediction algorithm for complex road network at regional level. 115554 - Hemza Ficel, Mohamed Ramzi Haddad, Hajer Baazaoui Zghal:
A graph-based recommendation approach for highly interactive platforms. 115555 - Yuri Zelenkov, Nikita Volodarskiy:
Bankruptcy prediction on the base of the unbalanced data using multi-objective selection of classifiers. 115559 - José A. Paredes, Fernando J. Álvarez, Miles E. Hansard, Khalid Z. Rajab:
A Gaussian Process model for UAV localization using millimetre wave radar. 115563 - Nikhil A. Sonkul, Gaurav S. Dhage, Nalinaksh S. Vyas:
Single and Multi-label Fault Classification in rotors from unprocessed multi-sensor data through deep and parallel CNN architectures. 115565 - Alireza Sadeghi, Amir Daneshvar, Mahdi Madanchi Zaj:
Combined ensemble multi-class SVM and fuzzy NSGA-II for trend forecasting and trading in Forex markets. 115566 - Yue Wu, Yunjie Xu, Jiaoyang Li:
Fraudulent traffic detection in online advertising with bipartite graph propagation algorithm. 115573 - Pedro Júdice, Luís Pinto, José Luís Santos:
Bank strategic asset allocation under a unified risk measure. 115574 - Poonam Jaglan, Rajeshwar Dass, Manoj Duhan:
An automatic and efficient technique for tumor location identification and classification through breast MR images. 115580 - Yingdong Wang, Jiatong Liu, Qunsheng Ruan, Shuocheng Wang, Chen Wang:
Cross-subject EEG emotion classification based on few-label adversarial domain adaption. 115581 - Nasrin Sadeghzadehyazdi, Tamal Batabyal, Scott T. Acton:
Modeling spatiotemporal patterns of gait anomaly with a CNN-LSTM deep neural network. 115582 - Sean Loughney, Jin Wang, Dante B. Matellini, Trung Thanh Nguyen:
Utilizing the evidential reasoning approach to determine a suitable wireless sensor network orientation for asset integrity monitoring of an offshore gas turbine driven generator. 115583 - Asim Suleman A. Alwabel, Xiao-Jun Zeng:
Data-driven modeling of technology acceptance: A machine learning perspective. 115584 - Le Nguyen Hoai Nam:
Towards comprehensive profile aggregation methods for group recommendation based on the latent factor model. 115585 - Felipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos, Henrique Bohn, Ismael Santos, Adriana Vial Roehe:
DeepBatch: A hybrid deep learning model for interpretable diagnosis of breast cancer in whole-slide images. 115586 - Yingxue Ma, Mingxin Gan:
DeepAssociate: A deep learning model exploring sequential influence and history-candidate association for sequence recommendation. 115587 - Antonio Rafael Sabino Parmezan, Huei Diana Lee, Newton Spolaôr, Feng Chung Wu:
Automatic recommendation of feature selection algorithms based on dataset characteristics. 115589 - Qiude Li, Qingyu Xiong, Shengfen Ji, Yang Yu, Chao Wu, Min Gao:
Incremental semi-supervised Extreme Learning Machine for Mixed data stream classification. 115591 - Donghyeon Lee, Man-Je Kim, Chang Wook Ahn:
Predicting combat outcomes and optimizing armies in StarCraft II by deep learning. 115592 - Song Zhao, Zhe Xu:
New closed-loop approximate dynamic programming for solving stochastic decentralized multi-project scheduling problem with resource transfers. 115593 - Seyyed Mehdi Hosseini, Mohammad Mahdi Paydar, Mostafa Hajiaghaei-Keshteli:
Recovery solutions for ecotourism centers during the Covid-19 pandemic: Utilizing Fuzzy DEMATEL and Fuzzy VIKOR methods. 115594 - Mu-Chun Su, Jieh-Haur Chen, Vidya Trisandini Azzizi, Hsiang-Ling Chang, Hsi-Hsien Wei:
Smart training: Mask R-CNN oriented approach. 115595 - Swati Sachan, Fatima Almaghrabi, Jian-Bo Yang, Dong-Ling Xu:
Evidential reasoning for preprocessing uncertain categorical data for trustworthy decisions: An application on healthcare and finance. 115597 - Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega:
Self-supervised multimodal reconstruction pre-training for retinal computer-aided diagnosis. 115598 - Junsang Yuh, Joonyup Eun, Taesu Cheong:
Integer programming approach and application of reformulation-linearization technique to liver exchange problem. 115599 - Adithya Venugopalan, Reghunadhan Rajesh:
Applying deep neural networks for the automatic recognition of sign language words: A communication aid to deaf agriculturists. 115601 - Orhan Kesemen, Bugra Kaan Tiryaki, Özge Tezel, Eda Özkul, Ebru Naz:
Random sampling with fuzzy replacement. 115602 - Shafiul Alom Ahmed, Bhabesh Nath:
ISSP-tree: An improved fast algorithm for constructing a complete prefix tree using single database scan. 115603 - Yunhao Liu, Gengzhong Feng, Kwok-Leung Tsui, Shaolong Sun:
Forecasting influenza epidemics in Hong Kong using Google search queries data: A new integrated approach. 115604 - Snigdha Madhab Ghosh, Sharba Bandyopadhyay, Debjani Mitra:
Nonlinear classification of emotion from EEG signal based on maximized mutual information. 115605 - Justin Munoz, Ahmad Asgharian Rezaei, Mahdi Jalili, Laleh Tafakori:
Deep learning based bi-level approach for proactive loan prospecting. 115607 - Ricardo A. M. da Silva, Francisco de A. T. de Carvalho:
Weighted Clusterwise Linear Regression based on adaptive quadratic form distance. 115609 - Bernard J. Jansen, Soon-Gyo Jung, Shammur A. Chowdhury, Joni Salminen:
Persona analytics: Analyzing the stability of online segments and content interests over time using non-negative matrix factorization. 115611 - S. Jeevaraj:
Ordering of interval-valued Fermatean fuzzy sets and its applications. 115613 - Gang Xin, Peng Wang, Yuwei Jiao:
Multiscale quantum harmonic oscillator optimization algorithm with multiple quantum perturbations for numerical optimization. 115615 - Zhidan Li, Shixuan Zhao, Yang Chen, Fuya Luo, Zhiqing Kang, Shengping Cai, Wei Zhao, Jun Liu, Di Zhao, Yongjie Li:
A deep-learning-based framework for severity assessment of COVID-19 with CT images. 115616 - Özgür Ünsal:
An extended formulation of moldable task scheduling problem and its application to quay crane assignments. 115617 - Gurcan Comert, Zadid Khan, Mizanur Rahman, Mashrur Chowdhury:
Grey models for short-term queue length predictions for adaptive traffic signal control. 115618 - Gongping Chen, Yu Dai, Rui Li, Yu Zhao, Liang Cui, Xiaotao Yin:
SDFNet: Automatic segmentation of kidney ultrasound images using multi-scale low-level structural feature. 115619 - Milad Shafipour, Abdolreza Rashno, Sadegh Fadaei:
Particle distance rank feature selection by particle swarm optimization. 115620 - José Ángel Martinez-Huertas, Ricardo Olmos, José Antonio León:
Enhancing topic-detection in computerized assessments of constructed responses with distributional models of language. 115621 - Sara Antomarioni, Laura Lucantoni, Filippo Emanuele Ciarapica, Maurizio Bevilacqua:
Data-driven decision support system for managing item allocation in an ASRS: A framework development and a case study. 115622 - Karla P. S. Oliveira Esquerre, Mariza Mello, Gabriella Botelho, Zikang Deng, Farinaz Koushanfar, Asher Kiperstok:
Water end-use consumption in low-income households: Evaluation of the impact of preprocessing on the construction of a classification model. 115623 - Majid Sepahvand, Fardin Abdali Mohammadi:
A novel representation in genetic programming for ensemble classification of human motions based on inertial signals. 115624 - Junsheng Zhou, Yiwen Lu, Siyi Tao, Xuan Cheng, Chenxi Huang:
E-Res U-Net: An improved U-Net model for segmentation of muscle images. 115625 - Charinya Wangwatcharakul, Sartra Wongthanavasu:
A novel temporal recommender system based on multiple transitions in user preference drift and topic review evolution. 115626 - Mesfin S. Ibrahim, Zhou Jing, Winco K. C. Yung, Jiajie Fan:
Bayesian based lifetime prediction for high-power white LEDs. 115627 - Ning Tong, Ying Tang, Bo Chen, Lirong Xiong:
Representation learning using Attention Network and CNN for Heterogeneous networks. 115628 - Qifeng Wan, Xuanhua Xu, Jun Zhuang, Bin Pan:
A sentiment analysis-based expert weight determination method for large-scale group decision-making driven by social media data. 115629 - Rachna Mehta, Karan Aggarwal, Deepika Koundal, Adi Alhudhaif, Kemal Polat:
Markov features based DTCWS algorithm for online image forgery detection using ensemble classifier in the pandemic. 115630 - Jingwei Song, Mitesh Patel, Andreas Girgensohn, Chelhwon Kim:
Combining deep learning with geometric features for image-based localization in the Gastrointestinal tract. 115631 - Shivang Agarwal, C. Ravindranath Chowdary:
Combating hate speech using an adaptive ensemble learning model with a case study on COVID-19. 115632 - Guirong Weng, Bin Dong, Yu Lei:
A level set method based on additive bias correction for image segmentation. 115633 - Mostafa Yousofi Tezerjan, Azamdokht Safi Samghabadi, Azizollah Memariani:
ARF: A hybrid model for credit scoring in complex systems. 115634 - Ankith Mohan, Aiichiro Nakano, Emilio Ferrara:
Graph signal recovery using restricted Boltzmann machines. 115635 - Xinwei Zhang, Jing Li, Hakki Eres, Chen Zheng:
Prioritizing and aggregating interacting requirements for product-service system development. 115636 - Pritpal Singh, Surya Sekhar Bose:
A quantum-clustering optimization method for COVID-19 CT scan image segmentation. 115637 - Carolina Gil Marcelino, Gabriel M. C. Leite, Carla A. D. M. Delgado, Lucas B. de Oliveira, Elizabeth F. Wanner, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz:
An efficient multi-objective evolutionary approach for solving the operation of multi-reservoir system scheduling in hydro-power plants. 115638 - Yongqing Zhang, Siyu Chen, Wenpeng Cao, Peng Guo, Dongrui Gao, Manqing Wang, Jiliu Zhou, Ting Wang:
MFFNet: Multi-dimensional Feature Fusion Network based on attention mechanism for sEMG analysis to detect muscle fatigue. 115639 - Unai Bermejo, Aitor Almeida, Aritz Bilbao-Jayo, Gorka Azkune:
Embedding-based real-time change point detection with application to activity segmentation in smart home time series data. 115641 - Débora Nasser Diniz, Rafael Ferreira Vitor, Andrea Gomes Campos Bianchi, Saul E. Delabrida, Cláudia M. Carneiro, Daniela Mayumi Ushizima, Fátima Nelsizeuma Sombra de Medeiros, Marcone Jamilson Freitas Souza:
An ensemble method for nuclei detection of overlapping cervical cells. 115642 - Tien-Dung Nguyen, Katarzyna Musial, Bogdan Gabrys:
AutoWeka4MCPS-AVATAR: Accelerating automated machine learning pipeline composition and optimisation. 115643 - Akira Furui, Takuya Igaue, Toshio Tsuji:
EMG pattern recognition via Bayesian inference with scale mixture-based stochastic generative models. 115644 - Jianfang Chang, Na Dong, Donghui Li, Minghui Qin:
Triplet loss based metric learning for closed loop detection in VSLAM system. 115646 - Diego Fernández-Edreira, Jose Liñares-Blanco, Carlos Fernandez-Lozano:
Machine Learning analysis of the human infant gut microbiome identifies influential species in type 1 diabetes. 115648 - Ebrahim Parcham, Mahdi Ilbeygi, Mohammad Amini:
CBCapsNet: A novel writer-independent offline signature verification model using a CNN-based architecture and capsule neural networks. 115649 - Amar Kumar Verma, Inturi Vamsi, Prerna Saurabh, Radhika Sudha, G. R. Sabareesh, Rajkumar Soundrapandiyan:
Wavelet and deep learning-based detection of SARS-nCoV from thoracic X-ray images for rapid and efficient testing. 115650 - Essam H. Houssein, Marwa M. Emam, Abdelmgeid A. Ali:
An efficient multilevel thresholding segmentation method for thermography breast cancer imaging based on improved chimp optimization algorithm. 115651 - Aanchal Mongia, Angshul Majumdar:
Matrix completion on learnt graphs: Application to collaborative filtering. 115652 - Helena R. Gonçalves, Ana Rodrigues, Cristina P. Santos:
Gait monitoring system for patients with Parkinson's disease. 115653 - Jie Cao, Jianlin Zhang, Fuqing Zhao, Zuohan Chen:
A two-stage evolutionary strategy based MOEA/D to multi-objective problems. 115654 - Patrícia Leone Espinheira, Luana C. M. Silva, Francisco Cribari-Neto:
Bias and variance residuals for machine learning nonlinear simplex regressions. 115656 - You Won Lee, Jae Woo Choi, Eun-Hee Shin:
Machine learning model for diagnostic method prediction in parasitic disease using clinical information. 115658 - Can Haktan Karadal, Muhammed Cagri Kaya, Türker Tuncer, Sengül Dogan, U. Rajendra Acharya:
Automated classification of remote sensing images using multileveled MobileNetV2 and DWT techniques. 115659 - Reza Jafari Ziarani, Reza Ravanmehr:
Deep neural network approach for a serendipity-oriented recommendation system. 115660 - Chayut Wiwatcharakoses, Daniel Berrar:
A self-organizing incremental neural network for continual supervised learning. 115662 - Chunyu Pu, Hong Huang, Liping Yang:
An attention-driven convolutional neural network-based multi-level spectral-spatial feature learning for hyperspectral image classification. 115663 - Heming Jia, Xiaoxu Peng, Chunbo Lang:
Remora optimization algorithm. 115665 - Dana Pessach, Erez Shmueli:
Improving fairness of artificial intelligence algorithms in Privileged-Group Selection Bias data settings. 115667 - Guo Feng Anders Yeo, Vural Aksakalli:
A stochastic approximation approach to simultaneous feature weighting and selection for nearest neighbour learners. 115671 - Huan Zhang, Liangxiao Jiang, Chaoqun Li:
CS-ResNet: Cost-sensitive residual convolutional neural network for PCB cosmetic defect detection. 115673 - Ángel López-Oriona, José Antonio Vilar:
Quantile cross-spectral density: A novel and effective tool for clustering multivariate time series. 115677 - Dayong Xu, Fei Zhu, Quan Liu, Peiyao Zhao:
Improving exploration efficiency of deep reinforcement learning through samples produced by generative model. 115680 - Daniel Iglesias Morís, José Joaquim de Moura Ramos, Jorge Novo Buján, Marcos Ortega Hortas:
Data augmentation approaches using cycle-consistent adversarial networks for improving COVID-19 screening in portable chest X-ray images. 115681 - Yaoxiang Yu, Min Zhang:
Control chart recognition based on the parallel model of CNN and LSTM with GA optimization. 115689 - Yuxin Jiang, Qing Wu, Guozhong Zhang, Shenke Zhu, Wei Xing:
A diversified group teaching optimization algorithm with segment-based fitness strategy for unmanned aerial vehicle route planning. 115690 - Muzammil Khan, Muhammad Taqi Mehran, Zeeshan Ul Haq, Zahid Ullah, Salman Raza Naqvi, Mehreen Ihsan, Haider Abbas:
Applications of artificial intelligence in COVID-19 pandemic: A comprehensive review. 115695 - Farouq Halawa, Sreenath Chalil Madathil, Mohammad T. Khasawneh:
Integrated framework of process mining and simulation-optimization for pod structured clinical layout design. 115696 - Jilei Hu, Wenjun Zou, Jing Wang, Luou Pang:
Minimum training sample size requirements for achieving high prediction accuracy with the BN model: A case study regarding seismic liquefaction. 115702
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