Expert Systems - The Journal of Knowledge Engineering, Volume 35

Volume 35, Number 1, February 2018

Expert Systems: The journal of knowledge engineering special issue on WorldCist'16 - 4th world conference on information systems and technologies
Articles

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  Majid Ghaniee Zarch, Mahdi Aliyari Shoorehdeli:
  Generalization of parity space to fault detection based on Takagi-Sugeno fuzzy models for non-linear dynamic systems.
• 
  Divya Pandove, Shivani Goel, Rinkle Rani:
  Correlation clustering methodologies and their fundamental results.
• 
  Pablo Bermejo, José A. Gámez, José Miguel Puerta:
  Adapting the CMIM algorithm for multilabel feature selection. A comparison with existing methods.
• 
  Nafiseh Torkzadeh Mahani, Mostafa Dehghani, Maryam S. Mirian, Azadeh Shakery, Khalil Taheri:
  Expert finding by the Dempster-Shafer theory for evidence combination.
• 
  Jagannath Roy, Kajal Chatterjee, Abhirup Bandyopadhyay, Samarjit Kar:
  Evaluation and selection of medical tourism sites: A rough analytic hierarchy process based multi-attributive border approximation area comparison approach.
• 
  Muhammad Zubair Asghar, Fazal Masood Kundi, Shakeel Ahmad, Aurangzeb Khan, Furqan Khan Saddozai:
  T-SAF: Twitter sentiment analysis framework using a hybrid classification scheme.

Guest Editorial

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  Álvaro Rocha, Stanley Lima:
  Expert systems: The journal of knowledge engineering special issue on WorldCist'16 - 4th world conference on information systems and technologies.

Articles

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  Sami J. Habib, Paulvanna Nayaki Marimuthu:
  A bio-inspired tool for managing resilience in enterprise networks with embedded intelligent formulation.
• 
  Thanh The Van, Thanh Manh Le:
  Content-based image retrieval based on binary signatures cluster graph.
• 
  Eriks Sneiders, Jonas Sjöbergh, Alyaa Alfalahi:
  Automated email answering by text-pattern matching: Performance and error analysis.
• 
  Victor Diogho Heuer de Carvalho, Thiago Poleto, Ana Paula Cabral Seixas Costa:
  Information technology outsourcing relationship integration: a critical success factors study based on ranking problems (P.γ) and correlation analysis.

Call for Paper

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  Jonathan Emannoel Ferreira, Adriano Fiorese:
  An approach based on risk to dimensioning virtual organizations.

Volume 35, Number 2, April 2018

Machine Learning Methods Neural Networks applied to Vision and Robotics (MLMVR)
Articles

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  Rahman Ali, Muhammad Afzal, Muhammad Sadiq, Maqbool Hussain, Taqdir Ali, Sungyoung Lee, Asad Masood Khattak:
  Knowledge-based reasoning and recommendation framework for intelligent decision making.
• 
  Jinn-Yi Yeh, Si-Wa Chan:
  Decomposition and recompilation of mammograms for breast tumour detection.
• 
  Lanting Fang, Luu Anh Tuan, Siu Cheung Hui, Lenan Wu:
  Personalized question recommendation for English grammar learning.
• 
  Agenor Toledo Fleury, Flávio Celso Trigo, Antonio Luiz Pacífico, F. P. R. Martins:
  An inference model for combustion diagnostics in an experimental oil furnace.
• 
  Xian-Min Geng, Liang Li, Yu-Chao Geng, Rong-Mei Cao:
  Analysis and balance survey of discrete input-output systems under random environment.

Editorial

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  José García Rodríguez, Sergio Escalera, Alexandra Psarrou, Isabelle Guyon, Andrew Lewis, Juxi Leitner:
  Expert systems: Special issue on "Machine Learning Methods Neural Networks applied to Vision and Robotics (MLMVR)".

Special Issue Papers

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  Di Yao, Chao Zhang, Zhihua Zhu, Qin Hu, Zheng Wang, Jian-Hui Huang, Jingping Bi:
  Learning deep representation for trajectory clustering.
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  Sergiu Ovidiu-Oprea, Alberto Garcia-Garcia, Sergio Orts-Escolano, Victor Villena-Martinez, John Alejandro Castro-Vargas:
  A long short-term memory based Schaeffer gesture recognition system.
• 
  Blanca Priego, Abraham Prieto, Richard J. Duro, Jocelyn Chanussot:
  A cellular automata-based filtering approach to multi-temporal image denoising.
• 
  Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Enrique Domínguez, Rafael Marcos Luque Baena, Miguel A. Molina-Cabello:
  Panorama construction for PTZ camera surveillance with the neural gas network.

Volume 35, Number 3, June 2018

Invited Review

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  Paulo Cortez, Sérgio Moro, Paulo Rita, David King, Jon Hall:
  Insights from a text mining survey on Expert Systems research from 2000 to 2016.

Original Articles

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  Yu-Liang Chi, Tsang-Yao Chen, Chihli Hung:
  Learning adaptivity in support of flipped learning: An ontological problem-solving approach.
• 
  Shey-Huei Sheu, Cheng-Yi Lin, Shin-Li Lu, Hsin-Nan Tsai, Yan-Chun Chen:
  Forecasting the volatility of a combined multi-country stock index using GWMA algorithms.
• 
  Jobin Wilson, Santanu Chaudhury, Brejesh Lall:
  Clustering short temporal behaviour sequences for customer segmentation using LDA.
• 
  Sérgio Moro, Paulo Cortez, Paulo Rita:
  A divide-and-conquer strategy using feature relevance and expert knowledge for enhancing a data mining approach to bank telemarketing.
• 
  Hamed Nikdel, Yahya Forghani, S. Mohammad Hosein Moattar:
  Increasing the speed of fuzzy k-nearest neighbours algorithm.
• 
  Megha Bhushan, Shivani Goel, Ajay Kumar:
  Improving quality of software product line by analysing inconsistencies in feature models using an ontological rule-based approach.

Volume 35, Number 4, August 2018

Fourth special issue on knowledge discovery and business intelligence
Original Articles

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  Xiaoyin Zhang, Gary P. Moynihan, Andrew N. S. Ernest, Joseph L. Gutenson:
  Evaluation of the benefits of using a backward chaining decision support expert system for local flood forecasting and warning.
• 
  Amir Hossein Niknamfar, Seyed Taghi Akhavan Niaki, Marziyeh Karimi:
  A knowledge-based genetic algorithm for a capacitated fuzzy p-hub centre network under uncertain information.
• 
  Saibal Majumder, Bishwajit Saha, Pragya Anand, Samarjit Kar, Tandra Pal:
  Uncertainty based genetic algorithm with varying population for random fuzzy maximum flow problem.
• 
  Diego Álvarez-Estévez, Vicente Moret-Bonillo:
  Revisiting the Wang-Mendel algorithm for fuzzy classification.
• 
  James A. Rodger:
  Advances in multisensor information fusion: A Markov-Kalman viscosity fuzzy statistical predictor for analysis of oxygen flow, diffusion, speed, temperature, and time metrics in CPAP.
• 
  Ching-Hsue Cheng, Chung-Hsi Chen:
  Fuzzy time series model based on weighted association rule for financial market forecasting.
• 
  Marcela Vallejo, Carlos J. Gallego, Leonardo Duque-Muñoz, Edilson Delgado-Trejos:
  Neuromuscular disease detection by neural networks and fuzzy entropy on time-frequency analysis of electromyography signals.
• 
  Lihua Zhou, Kevin Lü, Weiyi Liu, Changchun Ren:
  Decision-making under uncertainty through extending influence diagrams with interval-valued parameters.
• 
  Andrzej Kobryn, Joanna Prystrom:
  Processing technique of ratings for ranking of alternatives (PROTERRA).
• 
  Sevastianos E. Chatzistergos, Ioannis Andreadis, Konstantina S. Nikita:
  Identification of architectural distortions in mammograms using local binary patterns and radial lengths through an exhaustive evaluation framework.
• 
  Zahra Hosseini Pozveh, Amirhassan Monadjemi, Ali Ahmadi:
  FNLP-ONT: A feasible ontology for improving NLP tasks in Persian.
• 
  Hojat Zamyad, Nadia Naghavi, Hasan Barmaki:
  A combined fuzzy logic and artificial neural network approach for non-linear identification of IPMC actuators with hysteresis modification.
• 
  Tebbi Hanane, Maamar Hamadouche, Azzoune Hamid:
  An Arabic expert system for voice synthesis.
• 
  Maysam Orouskhani, Daming Shi:
  Fuzzy adaptive cat swarm algorithm and Borda method for solving dynamic multi-objective problems.

Editorial

• 
  Paulo Cortez, Manuel Filipe Santos:
  Fourth special issue on knowledge discovery and business intelligence.

Special Issue Papers

• 
  Nuno Cavalheiro Marques, Miguel P. Monteiro, Bruno Silva:
  Analysis of a token density metric for concern detection in Matlab sources using UbiSOM.
• 
  Luís Cavique, Armando B. Mendes, Hugo F. M. C. Martiniano, Luís Correia:
  A biobjective feature selection algorithm for large omics datasets.
• 
  Adriano Rivolli, Carlos Soares, André C. P. L. F. de Carvalho:
  Enhancing multilabel classification for food truck recommendation.
• 
  João Vinagre, Alípio Mário Jorge, João Gama:
  Online bagging for recommender systems.
• 
  Paula Branco, Luís Torgo, Rita P. Ribeiro:
  Resampling with neighbourhood bias on imbalanced domains.

Volume 35, Number 5, October 2018

New trends and innovations in intelligent distributed computing
Original Articles

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  Mohammad Hadi Ghomanjani, Javad Hamidzadeh:
  Incremental one-class classification on stationary data stream using two-quarter sphere.
• 
  Roy Gelbard, Roni Ramon-Gonen, Abraham Carmeli, Ran M. Bittmann, Roman Talyansky:
  Sentiment analysis in organizational work: Towards an ontology of people analytics.
• 
  Fei Xia, Hongxiang Tang:
  Information structures in set-valued information systems from granular computing viewpoint.
• 
  Aleksandr Yurievich Yurin, Nikita Olegovich Dorodnykh, Olga Anatolievna Nikolaychuk, Maksim Andreevich Grishenko:
  Designing rule-based expert systems with the aid of the model-driven development approach.
• 
  Rituparna Chutia, Sunayana Saikia:
  Ranking intuitionistic fuzzy numbers at levels of decision-making and its application.

Editorial

• 
  David Camacho, Paulo Novais:
  Expert systems: Special issue on "New trends and Innovations in Intelligent Distributed Computing".

Special Issue Papers

• 
  Maria Arostegi, Ana I. Torre-Bastida, Miren Nekane Bilbao, Javier Del Ser:
  A heuristic approach to the multicriteria design of IaaS cloud infrastructures for Big Data applications.
• 
  Gabriella Gigante, Domenico Pascarella, Salvatore Luongo, Carlo Di Benedetto, Angela Vozella, Giuseppe Persechino:
  Game-theoretic approach for the optimal configuration computing of an interoperable fleet of unmanned vehicles.
• 
  Amelia Badica, Costin Badica, Mirjana Ivanovic, Daniela Danciulescu:
  Multi-agent modelling and simulation of graph-based predator-prey dynamic systems: A BDI approach.
• 
  Dalila Durães, Davide Carneiro, Javier Bajo, Paulo Novais:
  Modelling a smart environment for nonintrusive analysis of attention in the workplace.
• 
  Alessandro Ricci, Mirko Viroli, Andrea Omicini, Stefano Mariani, Angelo Croatti, Danilo Pianini:
  Spatial Tuples: Augmenting reality with tuples.

Volume 35, Number 6, December 2018

Invited Review

• 
  Zhijun Li, Hojjat Adeli:
  Control methodologies for vibration control of smart civil and mechanical structures.

Original Articles

• 
  Henry C. W. Lau, Ann Dadich, Dilupa Nakandala, Huntley Evans, Li Zhao:
  Development of a cost-optimization model to reduce bottlenecks: A health service case study.
• 
  Vandana Bhatia, Rinkle Rani:
  PFCA: An influence-based parallel fuzzy clustering algorithm for large complex networks.
• 
  Kuldeep Singh, Harish Kumar Shakya, Abhimanyu Singh, Bhaskar Biswas:
  Mining of high-utility itemsets with negative utility.
• 
  José A. Ruipérez-Valiente, Pedro J. Muñoz Merino, Carlos Delgado Kloos:
  Improving the prediction of learning outcomes in educational platforms including higher level interaction indicators.
• 
  Marcin Amarowicz:
  Requirements-based approach for the diagnostic systems design process.
• 
  Ayan Seal, Debotosh Bhattacharjee, Mita Nasipuri, Consuelo Gonzalo-Martín, Ernestina Menasalvas:
  À-trous wavelet transform-based hybrid image fusion for face recognition using region classifiers.
• 
  Hüseyin Hakli, Harun Uguz, Tayfun Cay:
  Genetic algorithm supported by expert system to solve land redistribution problem.
• 
  Lian Duan, Farrokh Nasri, M. Javad Paknejad:
  A data-driven method for rating management information systems journals in the same scale of the Association of Business Schools Journal Guide.
• 
  Babak Anari, Javad Akbari Torkestani, Amir Masoud Rahmani:
  A learning automata-based clustering algorithm using ant swarm intelligence.
• 
  Alexander N. Tselykh, Larisa A. Tselykh, Vladislav Vasilev, Simon Barkovskii:
  Knowledge discovery using maximization of the spread of influence in an expert system.
• 
  Neelam Mukhtar, Mohammad Abid Khan, Nadia Chiragh, Shah Nazir:
  Identification and handling of intensifiers for enhancing accuracy of Urdu sentiment analysis.
• 
  Behrouz Beik Khorasani, Mohammad Hossein Moattar, Yahya Forghani:
  A geodesic distance-based approach for shape-independent data clustering using coalitional game.
• 
  Dimple Rani, Harish Garg:
  Complex intuitionistic fuzzy power aggregation operators and their applications in multicriteria decision-making.
• 
  Jiajun Wang, Denghua Zhong, Hojjat Adeli, Dong Wang, Minghui Liu:
  Smart bacteria-foraging algorithm-based customized kernel support vector regression and enhanced probabilistic neural network for compaction quality assessment and control of earth-rock dam.