Expert Systems - The Journal of Knowledge Engineering, Volume 37

Volume 37, Number 1, February 2020

Special Issue: e-Health and Staying Smarter
Original Articles

• 
  Nayra Rodríguez-Pérez, Pino Caballero-Gil, Alexandra Rivero-García, Josué Toledo-Castro:
  A secure mHealth application for attention deficit and hyperactivity disorder.
• 
  Önsen Toygar, Esraa Alqaralleh, Ayman Afaneh:
  On the use of ear and profile faces for distinguishing identical twins and nontwins.
• 
  Lamia Ben Amor, Imene Lahyani, Mohamed Jmaiel:
  AUDIT: AnomaloUs data Detection and Isolation approach for mobile healThcare systems.

Editorial

• 
  Atilla Elçi, Duygu Çelik Ertugrul:
  Ontology-Based Smart Medical Solutions.

Special Issue Papers

• 
  Özgü Can, Dilek Yilmazer:
  Improving privacy in health care with an ontology-based provenance management system.
• 
  Omid Sharifi, Shahin Mehdipour Ataee, Zeki Bayram:
  Frame Logic-based specification and discovery of semantic web services with application to medical appointments.
• 
  Övünç Öztürk, Hasan Gökhan Açikgöz:
  Onyx: A new Canvas-based tool for visualizing biomedical and health ontologies.
• 
  Georgios Meditskos, Efstratios Kontopoulos, Stefanos Vrochidis, Ioannis Kompatsiaris:
  Converness: Ontology-driven conversational awareness and context understanding in multimodal dialogue systems.
• 
  Maqbool Ali, Jamil Hussain, Sungyoung Lee, Byeong Ho Kang, Kashif Sattar:
  A knowledge construction methodology to automate case-based learning using clinical documents.
• 
  Amin Y. Noaman, Abdul Hamid M. Ragab, Nabeela Al-Abdullah, Arwa A. Jamjoom, Farrukh Nadeem, Anser G. Ali:
  Predicting and reducing "hospital-acquired infections" using a knowledge-based e-surveillance system.

Editorial

• 
  Atilla Elçi, Duygu Çelik Ertugrul:
  Disease Classification for Smart Health.

Special Issue Papers

• 
  Susan Sabra, Khalid Mahmood Malik, Muhammad Afzal, Vian Sabeeh, Ahmad Charaf Eddine:
  A hybrid knowledge and ensemble classification approach for prediction of venous thromboembolism.
• 
  Yuwei Zhang, Yuan Zhang, Benny Lo, Wenyao Xu:
  Wearable ECG signal processing for automated cardiac arrhythmia classification using CFASE-based feature selection.
• 
  Yunus Santur, Sinem Güven Santur, Mehmet Karaköse:
  Architecture and implementation of a smart-pregnancy monitoring system using web-based application.
• 
  Richard O. Oyeleke, Carl K. Chang, Jennifer A. Margrett:
  Situation-centered goal reinforcement of activities of daily living in smart home environments.
• 
  Guryash Bahra, Lena Wiese:
  Parameterizing neural networks for disease classification.
• 
  Rahib H. Abiyev, Murat Arslan:
  Head mouse control system for people with disabilities.

Volume 37, Number 2, April 2020

Original Articles

• 
  Belahcene Bahloul, Hassina Aliane, Mohamed Benmohammed:
  ArA*summarizer: An Arabic text summarization system based on subtopic segmentation and using an A* algorithm for reduction.
• 
  Adel Sabry Eesa, Zeynep Orman:
  A new clustering method based on the bio-inspired cuttlefish optimization algorithm.
• 
  Huchang Liao, Cheng Zhang, Li Luo, Zeshui Xu, Jian-Bo Yang, Dong-Ling Xu:
  Distance-based intuitionistic multiplicative multiple criteria decision-making methods for healthcare management in West China Hospital.
• 
  Cheng Peng, Chong Su:
  A multi-agent affective interactive MAGDM approach and its applications.
• 
  Xue-Feng Ding, Ling Zhang, Hu-Chen Liu:
  Emergency decision making with extended axiomatic design approach under picture fuzzy environment.
• 
  Xiaojia Wang, Mi Chen, Wei Xia, Keyu Zhu, Shanshan Zhang, Weiqun Xu, Yuxiang Guan:
  Improving the risk management of Type 2 diabetes mellitus in China from the perspective of social relationships.
• 
  Li Guo, Samia Boukir, Alexandre Aussem:
  Building bagging on critical instances.
• 
  Jirapun Pongfai, Xiaojie Su, Huiyan Zhang, Wudhichai Assawinchaichote:
  A novel optimal PID controller autotuning design based on the SLP algorithm.
• 
  Sunil Kr. Jha, Tae Hyun Yoon:
  Toxicity modelling of nanomaterials by origin evaluation of their physicochemical descriptors using a combination of principal component analysis and support vector machine methods.
• 
  Krzysztof Wolk:
  Advanced social media sentiment analysis for short-term cryptocurrency price prediction.

Editorial

• 
  Mariano Rincón-Zamorano, Rafael Martínez-Tomás, José Manuel Ferrández:
  Iwinac 2017: Assistive intelligence for the elderly.

Special Issue Papers

• 
  Alejandro Moya, Elena Navarro, Javier Jaen, Pascual González:
  Fuzzy-description logic for supporting the rehabilitation of the elderly.
• 
  Manuel Graña, José Manuel López-Guede, Jon Irazusta, Idoia Labayen, Ariadna Besga:
  Modelling hospital readmissions under frailty conditions for healthy aging.
• 
  David Griol, José Manuel Molina, Araceli Sanchis:
  A multimodal conversational coach for active ageing based on sentient computing and m-health.
• 
  Francisco J. Rodríguez-Lera, Francisco Martín Rico, Ángel Manuel Guerrero-Higueras, Vicente Matellán Olivera:
  A context-awareness model for activity recognition in robot-assisted scenarios.
• 
  Arturo Martínez-Rodrigo, Luz Fernández-Aguilar, Roberto Zangróniz, José Miguel Latorre, José Manuel Pastor, Antonio Fernández-Caballero:
  Film mood induction and emotion classification using physiological signals for health and wellness promotion in older adults living alone.

Volume 37, Number 3, June 2020

Special Issue: New data envelopment analysis models for assessing sustainability: Part 1: A dynamic data envelopment analysis approach
Original Articles

• 
  Eman Nashnush, Sunil Vadera:
  EBNO: Evolution of cost-sensitive Bayesian networks.
• 
  Mohammad Azharuddin Laskar, Rabul Hussain Laskar:
  A fuzzy-clustering-based hierarchical i-vector/probabilistic linear discriminant analysis system for text-dependent speaker verification.
• 
  Mohammad Moghaddas, Ghasem Tohidi:
  An efficient neurodynamic model to solve nonconvex nonlinear optimization problems and its applications.
• 
  Shuai Ding, Shikang Hu, Jinxin Pan, Xiaojian Li, Gang Li, Xiao Liu:
  A homogeneous ensemble method for predicting gastric cancer based on gastroscopy reports.
• 
  Marios Poulos, Nikolaos Korfiatis, Sozon Papavlasopoulos:
  Assessing stationarity in web analytics: A study of bounce rates.
• 
  Adeel Yousaf, Muhammad Junaid Khan, Muhammad Jaleed Khan, Adil Masood Siddiqui, Khurram Khurshid:
  A robust and efficient convolutional deep learning framework for age-invariant face recognition.
• 
  Jinxin Pan, Shuai Ding, Shanlin Yang, Gang Li, Xiao Liu:
  Endoscopy report mining for intelligent gastric cancer screening.
• 
  Görkem Giray, Murat Osman Ünalir:
  Assessment of text coherence using an ontology-based relatedness measurement method.
• 
  Ali Fallah Tehrani, Marc Strickert, Diane Ahrens:
  A class of monotone kernelized classifiers on the basis of the Choquet integral.
• 
  Yasar Khan, Toqeer Ali Syed, Megat Fariz, Fernando Moreira, Frederico Branco, José Martins, Ramiro Gonçalves:
  BlockU: Extended usage control in and for Blockchain.
• 
  Jie Tang, Fanyong Meng, Zeshui Xu, Ruiping Yuan:
  Qualitative hesitant fuzzy group decision making: An additively consistent probability and consensus-based perspective.
• 
  Duen-Ren Liu, Shin-Jye Lee, Yang Huang, Chien-Ju Chiu:
  Air pollution forecasting based on attention-based LSTM neural network and ensemble learning.
• 
  Jian Li, Qiongxia Chen:
  An outranking method for multicriteria decision making with probabilistic hesitant information.

Guest Editorial

• 
  Reza Farzipoor Saen, Malin Song, Ron Fisher:
  New data envelopment analysis models for assessing sustainability Part 1: A dynamic data envelopment analysis approach.

Special Issue Papers

• 
  Lei Chen, Fei-Mei Wu, Ying-Ming Wang, Mei-Juan Li:
  Analysis of the environmental efficiency in China based on the DEA cross-efficiency approach under different policy objectives.
• 
  Mohammad Fallah, Farhad Hosseinzadeh Lotfi:
  Sustainability assessment of Iranian petrochemical companies in stock exchange: A data envelopment analysis-based approach.
• 
  Jie Wu, Jiangjiang Yang, Zhixiang Zhou:
  How does environmental regulation affect environmental performance? A case study of China's regional energy efficiency.
• 
  Abdollah Hadi-Vencheh, Peter Fernandes Wanke, Ali Jamshidi, Zhongfei Chen:
  Sustainability of Chinese airlines: A modified slack-based measure model for CO2 emissions.
• 
  Hamzeh Amirteimoori, Alireza Amirteimoori, Arash Amirteimoori:
  Sustainability assessment in the presence of undesirable factors over time: A case on gas companies.
• 
  Xiangyang Sun, Yu Cheng, Qicheng Lu, Miao Hu:
  Dynamic efficiency evaluation of state-level business incubators in China by using a slacks-based measure approach.

Volume 37, Number 4, August 2020

Special Issue: New data envelopment analysis models for assessing sustainability: Part 2: A static data envelopment analysis approach
Invited Reviews

• 
  Duygu Çelik Ertugrul, Atilla Elçi:
  A survey on semanticized and personalized health recommender systems.
• 
  Pejman Peykani, Emran Mohammadi, Reza Farzipoor Saen, Seyed Jafar Sadjadi, Mohsen Rostamy-Malkhalifeh:
  Data envelopment analysis and robust optimization: A review.

Original Articles

• 
  Jagdish Chakole, Manish P. Kurhekar:
  Trend following deep Q-Learning strategy for stock trading.
• 
  Ali Köseoglu, Ridvan Sahin, Mehmet Merdan:
  A simplified neutrosophic multiplicative set-based TODIM using water-filling algorithm for the determination of weights.
• 
  Filippo Neri, Iván García-Magariño:
  Simulating and modelling the DAX index and the USO Etf financial time series by using a simple agent-based learning architecture.
• 
  Sahib Singh Budhiraja, Vijay Mago:
  A supervised learning approach for heading detection.
• 
  Amjad Osmani, Jamshid Bagherzadeh Mohasefi, Farhad Soleimanian Gharehchopogh:
  Enriched Latent Dirichlet Allocation for Sentiment Analysis.

Special Issue Paper

• 
  Chuanyi Li, Jidong Ge, Lijie Wen, Li Kong, Victor Chang, Liguo Huang, Bin Luo:
  A novel completeness definition of event logs and corresponding generation algorithm.

Original Article

• 
  Oguz Üstün, Erdal Bekiroglu, Mithat Önder:
  Design of highly effective multilayer feedforward neural network by using genetic algorithm.

Call for Papers

• 
  Víctor Rodríguez-Fernández, David Camacho:
  Special issue on "Machine Learning Challenges and Applications for Industry 4.0".
• 
  Jafar Ahmad Abed Alzubi, M. S. Saleem Basha:
  Special issue on internet of things and artificial intelligence in smart vehicle revolution.

Tribute

• 
  Tribute to Professor Miltos Petridis.

Guest Editorial

• 
  Reza Farzipoor Saen, Malin Song, Ron Fisher:
  New data envelopment analysis models for assessing sustainability Part 2: A static data envelopment analysis approach.

Special Issue Papers

• 
  Xianhua Wu, Yufeng Chen, Peng Zhao, Ji Guo, Zhanxin Ma:
  Study of haze emission efficiency based on new co-opetition data envelopment analysis.
• 
  Esmaeil Keshavarz, Mehdi Toloo:
  A hybrid data envelopment analysis and multi-attribute decision making approach to sustainability assessment.
• 
  Jiasen Sun, Jie Wu, Yingming Wang, Lei Li, Yuhong Wang:
  Cross-efficiency evaluation method based on the conservative point of view.
• 
  Xingchen Li, Feng Li, Nenggui Zhao, Qingyuan Zhu:
  Measuring environmental sustainability performance of freight transportation seaports in C hina: A data envelopment analysis approach based on the closest targets.
• 
  Shuhong Wang, Xiaoli Sun:
  The global system-ranking efficiency model and calculating examples with consideration of the nonhomogeneity of decision-making units.

Volume 37, Number 5, October 2020

Special Issue: Advances in visual analytics and mining visual data
Original Articles

• 
  Duarte Magalhães, José Martins, Frederico Branco, Manuel Au-Yong-Oliveira, Ramiro Gonçalves, Fernando Moreira:
  A proposal for a 360° information system model for private health care organizations.
• 
  Fanyong Meng, Li Wu, Junfei Chu:
  Allocating the fixed cost based on data envelopment analysis in view of the Shapley value.
• 
  Seyyed Ahmad Edalatpanah:
  Neutrosophic structured element.
• 
  Ru-Xin Nie, Zhang-peng Tian, Jian-qiang Wang, Hanyang Luo:
  An objective and interactive-information-based feedback mechanism for the consensus-reaching process considering a non-support degree for minority opinions.
• 
  Chuya China Bhanja, Mohammad Azharuddin Laskar, Rabul Hussain Laskar:
  Cascade convolutional neural network-long short-term memory recurrent neural networks for automatic tonal and nontonal preclassification-based Indian language identification.
• 
  Bruno Miranda Henrique, Vinicius Amorim Sobreiro, Herbert Kimura:
  Contracting in Brazilian public administration: A machine learning approach.
• 
  Chih-Wen Chen, Yi-Hong Tsai, Fang-Rong Chang, Wei-Chao Lin:
  Ensemble feature selection in medical datasets: Combining filter, wrapper, and embedded feature selection results.
• 
  Adonu Celestine, J. Dinesh Peter:
  Investigations on adaptive connectivity and shape prior based fuzzy graph-cut colour image segmentation.
• 
  Sashmita Panda, Ganapati Panda:
  Fast and improved backpropagation learning of multi-layer artificial neural network using adaptive activation function.
• 
  Ali Mahmoodirad, Sadegh Niroomand:
  Uncertain location-allocation decisions for a bi-objective two-stage supply chain network design problem with environmental impacts.
• 
  Josué Enríquez-Zárate, Perla Juárez-Smith, Javier Carmona, Leonardo Trujillo, Salvador de Lara:
  Modelling the vibration response of a gas turbine using machine learning.
• 
  Kemal Akyol:
  Assessing the importance of autistic attributes for autism screening.
• 
  Davood Mohammadi, Reza Mikaeil, Jafar Abdollahi Sharif:
  Implementation of an optimized binary classification by GMDH-type neural network algorithm for predicting the blast produced ground vibration.
• 
  Saeeda Naz, Naila Habib Khan, Shizza Zahoor, Muhammad Imran Razzak:
  Deep OCR for Arabic script-based language like Pastho.
• 
  Sadeq Yaqubi, Mohammad Reza Homaeinezhad:
  Solving predictive control problem of fast-varying multivariable systems by incorporating unknown active dynamics generated by real-time adaptive learning machine.
• 
  Amir Noori, Hossein Bonakdari, Khosro Morovati, Bahram Gharabaghi:
  Development of optimal water supply plan using integrated fuzzy Delphi and fuzzy ELECTRE III methods - Case study of the Gamasiab basin.
• 
  Mónica V. Sánchez-Sepúlveda, David Fonseca, Alicia García-Holgado, Francisco José García-Peñalvo, Jordi Franquesa, Ernesto Redondo, Fernando Moreira:
  Evaluation of an interactive educational system in urban knowledge acquisition and representation based on students' profiles.
• 
  Víctor R. López-López, Lizbeth Escobedo, Leonardo Trujillo:
  Towards an automatic coding of observational studies: Coding neurofeedback therapies of children with autism.
• 
  Seyed Shahrooz Seyedi Hosseininia, Reza Farzipoor Saen:
  Developing a novel inverse data envelopment analysis (DEA) model for evaluating after-sales units.
• 
  Weizhao Tang, Tun Lu, Hansu Gu, Peng Zhang, Ning Gu:
  Domain problem-solving expert identification in community question answering.

Editorial

• 
  Victor I. Chang, Shadi A. Aljawarneh, Chung-Sheng Li:
  Special issue on "advances in visual analytics and mining visual data".

Special Issue Papers

• 
  Irina Arhipova, Gundars Berzins, Edgars Brekis, Juris Binde, Martins Opmanis, Aldis Erglis, Evija Ansonska:
  Mobile phone data statistics as a dynamic proxy indicator in assessing regional economic activity and human commuting patterns.
• 
  Yaser M. Khamayseh, Wail Mardini, J. William Atwood, Monther Aldwairi:
  Dynamic framework to mining Internet of Things for multimedia services.
• 
  Juan Alfonso Lara, David Lizcano, Víctor Rampérez, Javier Soriano:
  A method for outlier detection based on cluster analysis and visual expert criteria.
• 
  Seongchul Park, Sanghyun Seo, Changhoon Jeong, Juntae Kim:
  Online eigenvector transformation reflecting concept drift for improving network intrusion detection.
• 
  Bilal Hawashin, Mohammad Lafi, Tarek Kanan, Ayman Mansour:
  An efficient hybrid similarity measure based on user interests for recommender systems.
• 
  Vangipuram Radhakrishna, Gunupudi Rajesh Kumar, Puligadda Veereswara Kumar, Vinjamuri Janaki:
  A machine learning approach for imputation and anomaly detection in IoT environment.

Volume 37, Number 6, December 2020

Special Issue: New trends and challenges of bio-inspired computational intelligence algorithms in massively complex systems / Fifth special issue on knowledge discovery and business intelligence
Editorial

• 
  Gareth J. Davies, Jon Hall:
  The impact engineer - Weaving the Golden Braid.

Invited Reviews

• 
  Guilherme Brandão Martins, João Paulo Papa, Hojjat Adeli:
  Deep learning techniques for recommender systems based on collaborative filtering.
• 
  Mamoon Rashid, Harjeet Singh, Vishal Goyal:
  The use of machine learning and deep learning algorithms in functional magnetic resonance imaging - A systematic review.

Original Articles

• 
  Yih An Ding, Filipe Wall Mutz, Klaus F. Côco, Luiz A. Pinto, Karin Satie Komati:
  Bone age estimation from carpal radiography images using deep learning.
• 
  Zi-Yu Chen, Xiao-Kang Wang, Juan-juan Peng, Hong-yu Zhang, Jian-qiang Wang:
  An integrated probabilistic linguistic projection method for MCGDM based on ELECTRE III and the weighted convex median voting rule.
• 
  Sarah Bernadette Hackett, David A. Keatley, Brendan Chapman:
  Face similarity linkage: A novel biometric approach to sexually motivated serial killer victims.
• 
  Antonio González-Pardo, Antonio J. Tallón-Ballesteros, Hujun Yin:
  Special issue on new trends and challenges of bio-inspired computational intelligence algorithms in massively complex systems.
• 
  Rubén Héctor García-Ortega, Pablo García-Sánchez, Juan Julián Merelo Guervós:
  StarTroper, a film trope rating optimizer using machine learning and evolutionary algorithms.
• 
  Raka Jovanovic, Stefan Voss:
  The fixed set search applied to the power dominating set problem.
• 
  Sergio Pérez-Peló, Jesús Sánchez-Oro, Abraham Duarte:
  Finding weaknesses in networks using Greedy Randomized Adaptive Search Procedure and Path Relinking.
• 
  Monica Souto-Rico, Israel González-Carrasco, José Luis López Cuadrado, Belén Ruíz-Mezcua:
  A new system for automatic analysis and quality adjustment in audiovisual subtitled-based contents by means of genetic algorithms.
• 
  Ana Maria Nogareda, Javier Del Ser, Eneko Osaba, David Camacho:
  On the design of hybrid bio-inspired meta-heuristics for complex multiattribute vehicle routing problems.
• 
  Khac-Hoai Nam Bui, Israel Edem Agbehadji, Richard C. Millham, David Camacho, Jason J. Jung:
  Distributed artificial bee colony approach for connected appliances in smart home energy management system.
• 
  Mirko Fáñez, José Ramón Villar, Enrique A. de la Cal, Javier Sedano, Víctor Manuel González Suárez:
  Transfer learning and information retrieval applied to fall detection.
• 
  Paulo Cortez, Albert Bifet:
  Fifth special issue on knowledge discovery and business intelligence.
• 
  Maria Dias, João Monteiro, Jacinto Estima, Joel Silva, Bruno Martins:
  Semantic segmentation and colorization of grayscale aerial imagery with W-Net models.
• 
  Ivo Anjos, Nuno Cavalheiro Marques, Margarida Grilo, Isabel Guimarães, João Magalhães, Sofia Cavaco:
  Sibilant consonants classification comparison with multi- and single-class neural networks.
• 
  Thiago Andrade, Brais Cancela, João Gama:
  From mobility data to habits and common pathways.
• 
  Camila Vaccari Sundermann, Renan de Padua, Vítor Rodrigues Tonon, Ricardo Marcondes Marcacini, Marcos Aurélio Domingues, Solange Oliveira Rezende:
  A context-aware recommender method based on text and opinion mining.
• 
  Inês Areosa, Luís Torgo:
  Visual interpretation of regression error.
• 
  Paulo Pinheiro, Luís Cavique:
  A bi-objective procedure to deliver actionable knowledge in sport services.