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Expert Systems with Applications, Volume 115
Volume 115, January 2019
- Isaac Martín de Diego

, Oscar S. Siordia
, Alberto Fernández-Isabel, Cristina Conde
, Enrique Cabello
:
Subjective data arrangement using clustering techniques for training expert systems. 1-15 - Milad Zafar Nezhad

, Najibesadat Sadati, Kai Yang
, Dongxiao Zhu:
A Deep Active Survival Analysis approach for precision treatment recommendations: Application of prostate cancer. 16-26 - Hyeok-Jun Choi, Cheong Hee Park:

Emerging topic detection in twitter stream based on high utility pattern mining. 27-36 - Jefferson Tales Oliva

, Huei Diana Lee
, Newton Spolaôr
, Weber Shoity Resende Takaki, Cláudio Saddy Rodrigues Coy, João José Fagundes, Feng Chung Wu:
A computational system based on ontologies to automate the mapping process of medical reports into structured databases. 37-56 - Shahin Pourbahrami

, Leyli Mohammad Khanli
, Sohrab Azimpour:
A novel and efficient data point neighborhood construction algorithm based on Apollonius circle. 57-67 - Amir Masoud Sefidian, Negin Daneshpour:

Missing value imputation using a novel grey based fuzzy c-means, mutual information based feature selection, and regression model. 68-94 - Muhammad Akram, Arooj Adeel, José Carlos R. Alcantud

:
Group decision-making methods based on hesitant N-soft sets. 95-105 - Milad Nazarahari, Esmaeel Khanmirza

, Samira Doostie:
Multi-objective multi-robot path planning in continuous environment using an enhanced genetic algorithm. 106-120 - Shaibal Barua

, Mobyen Uddin Ahmed, Christer Ahlström
, Shahina Begum
:
Automatic driver sleepiness detection using EEG, EOG and contextual information. 121-135 - Feng Zhou, Haomin Zhou, Zhihua Yang, Lihua Yang:

EMD2FNN: A strategy combining empirical mode decomposition and factorization machine based neural network for stock market trend prediction. 136-151 - Hasan Dinçer

, Serhat Yüksel
, Luis Martínez-López
:
Balanced scorecard-based analysis about European energy investment policies: A hybrid hesitant fuzzy decision-making approach with Quality Function Deployment. 152-171 - Jie Xue

, Chaozhong Wu
, Zhijun Chen, Pieter H. A. J. M. van Gelder
, Xinping Yan
:
Modeling human-like decision-making for inbound smart ships based on fuzzy decision trees. 172-188 - Fehmi Burcin Özsoydan

, Adil Baykasoglu
:
Quantum firefly swarms for multimodal dynamic optimization problems. 189-199 - Seyed Mojtaba Hosseini Bamakan

, Ildar Nurgaliev
, Qiang Qu
:
Opinion leader detection: A methodological review. 200-222 - Badr Afify, Sujoy Ray, Andrei Soeanu, Anjali Awasthi

, Mourad Debbabi
, Mohamad Allouche:
Evolutionary learning algorithm for reliable facility location under disruption. 223-244 - Jake A. Carter

, Christina S. Long, Beth P. Smith, Thomas L. Smith, George L. Donati
:
Combining elemental analysis of toenails and machine learning techniques as a non-invasive diagnostic tool for the robust classification of type-2 diabetes. 245-255 - Markku Karhunen

:
Algorithmic sign prediction and covariate selection across eleven international stock markets. 256-263 - Fábio Bif Goularte

, Silvia Modesto Nassar, Renato Fileto, Horacio Saggion
:
A text summarization method based on fuzzy rules and applicable to automated assessment. 264-275 - Jie Wei, Chi-Him Liu, Zhigang Zhu

, Lindsay R. Cain, Vincent J. Velten:
Vehicle engine classification using normalized tone-pitch indexing and neural computing on short remote vibration sensing data. 276-286 - Gopi Sanghani, Ketan Kotecha:

Incremental personalized E-mail spam filter using novel TFDCR feature selection with dynamic feature update. 287-299 - Moses Adebowale Akanbi, Khin T. Lwin, Erika Sanchez

, M. Alamgir Hossain:
Intelligent web-phishing detection and protection scheme using integrated features of Images, frames and text. 300-313 - Seyed Amjad Seyedi

, Abdulrahman Lotfi
, Parham Moradi
, Nooruldeen Nasih Qader:
Dynamic graph-based label propagation for density peaks clustering. 314-328 - Fuqing Zhao

, Shuo Qin, Yi Zhang, Weimin Ma, Chuck Zhang, Houbin Song:
A two-stage differential biogeography-based optimization algorithm and its performance analysis. 329-345 - Tinghuai Ma

, YuWei Zhao, Honghao Zhou, Yuan Tian, Abdullah Al-Dhelaan, Mznah Al-Rodhaan:
Natural disaster topic extraction in Sina microblogging based on graph analysis. 346-355 - Jianping Gou

, Hongxing Ma, Weihua Ou
, Shaoning Zeng, Yunbo Rao, Hebiao Yang:
A generalized mean distance-based k-nearest neighbor classifier. 356-372 - Jasper Beernaerts

, Ellen Debever, Matthieu Lenoir, Bernard De Baets
, Nico Van de Weghe:
A method based on the Levenshtein distance metric for the comparison of multiple movement patterns described by matrix sequences of different length. 373-385 - Ahmet Murat Turk

, Alper Bilge
:
Robustness analysis of multi-criteria collaborative filtering algorithms against shilling attacks. 386-402 - Javier Carbó

, Miguel A. Patricio
, José M. Molina López:
Merging plans with incomplete knowledge about actions and goals through an agent-based reputation system. 403-411 - Gholam R. Amin, Saeed Al-Muharrami

, Mehdi Toloo
:
A combined goal programming and inverse DEA method for target setting in mergers. 412-417 - Fabrício Lacerda Biajoli, Antônio Augusto Chaves

, Luiz Antonio Nogueira Lorena
:
A biased random-key genetic algorithm for the two-stage capacitated facility location problem. 418-426 - Arthur F. Da Costa

, Marcelo G. Manzato, Ricardo J. G. B. Campello:
Boosting collaborative filtering with an ensemble of co-trained recommenders. 427-441 - Sanja Candrlic

, Martina Asenbrener Katic
, Mile Pavlic
:
A system for transformation of sentences from the enriched formalized Node of Knowledge record into relational database. 442-464 - Rasmus S. Andersen, Abdolrahman Peimankar

, Sadasivan Puthusserypady
:
A deep learning approach for real-time detection of atrial fibrillation. 465-473 - Morteza Yazdani

, Cengiz Kahraman, Pascale Zaraté
, Sezi Çevik Onar
:
A fuzzy multi attribute decision framework with integration of QFD and grey relational analysis. 474-485 - Lipismita Panigrahi

, Kesari Verma
, Bikesh Kumar Singh
:
Ultrasound image segmentation using a novel multi-scale Gaussian kernel fuzzy clustering and multi-scale vector field convolution. 486-498 - Eser Sert

, Derya Avci
:
A new edge detection approach via neutrosophy based on maximum norm entropy. 499-511 - Pengfei Li

, Kezhi Mao
:
Knowledge-oriented convolutional neural network for causal relation extraction from natural language texts. 512-523 - Suraj Prakash Sahoo

, Samit Ari:
On an algorithm for human action recognition. 524-534 - Timur Osadchiy

, Ivan Poliakov, Patrick Olivier
, Maisie Rowland, Emma Foster:
Recommender system based on pairwise association rules. 535-542 - Cristóbal Barba-González, José García-Nieto

, María del Mar Roldán-García
, Ismael Navas-Delgado
, Antonio J. Nebro
, José Francisco Aldana-Montes:
BIGOWL: Knowledge centered Big Data analytics. 543-556 - Kemal Adem

, Serhat Kiliçarslan
, Onur Cömert:
Classification and diagnosis of cervical cancer with softmax classification with stacked autoencoder. 557-564 - Syed Moshfeq Salaken

, Abbas Khosravi, Thanh Nguyen
, Saeid Nahavandi:
Seeded transfer learning for regression problems with deep learning. 565-577 - Jinyoung Moon

, Yongjin Kwon, Jongyoul Park, Wan Chul Yoon:
Detecting user attention to video segments using interval EEG features. 578-592 - Philipp Müller

, Katri Salminen
, Ville Nieminen, Anton Kontunen
, Markus Karjalainen, Poika Isokoski
, Jussi Rantala
, Mariaana Savia, Jari Väliaho
, Pasi Kallio
, Jukka Lekkala, Veikko Surakka:
Scent classification by K nearest neighbors using ion-mobility spectrometry measurements. 593-606 - Adel Azar, Khadijeh Mostafaee Dolatabad

:
A method for modelling operational risk with fuzzy cognitive maps and Bayesian belief networks. 607-617 - Zhuo Dai

, Faisal Aqlan
, Kuo Gao, Yefu Zhou:
A two-phase method for multi-echelon location-routing problems in supply chains. 618-634 - Felipe D. Paiva

, Rodrigo T. N. Cardoso, Gustavo P. Hanaoka, Wendel Moreira Duarte:
Decision-making for financial trading: A fusion approach of machine learning and portfolio selection. 635-655 - Tinu Theckel Joy

, Santu Rana
, Sunil Gupta, Svetha Venkatesh:
A flexible transfer learning framework for Bayesian optimization with convergence guarantee. 656-672 - Piotr Porwik

, Rafal Doroz
, Krzysztof Wrobel
:
An ensemble learning approach to lip-based biometric verification, with a dynamic selection of classifiers. 673-683 - Richard Edgar Hodgett

, Sajid Siraj
:
SURE: A method for decision-making under uncertainty. 684-694 - Dan López-Puigdollers

, V. Javier Traver
, Filiberto Pla
:
Recognizing white blood cells with local image descriptors. 695-708 - Roozbeh Razavi-Far

, Shiladitya Chakrabarti, Mehrdad Saif
, Enrico Zio:
An integrated imputation-prediction scheme for prognostics of battery data with missing observations. 709-723

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