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ORCIDArtificial Intelligence Review, Volume 54
Volume 54, Number 1, January 2021
- Md. Tahmid Rashid
, Dong Wang:
CovidSens: a vision on reliable social sensing for COVID-19. 1-25 - Qin Zhang, Xusong Bu, Mingxia Zhang, Zhan Zhang, Jie Hu:
Dynamic uncertain causality graph for computer-aided general clinical diagnoses with nasal obstruction as an illustration. 27-61 - Guo Dong Goh, Swee Leong Sing, Wai Yee Yeong:
A review on machine learning in 3D printing: applications, potential, and challenges. 63-94 - Zahid Younas Khan, Zhendong Niu, Sulis Sandiwarno, Rukundo Prince:
Deep learning techniques for rating prediction: a survey of the state-of-the-art. 95-135 - Saeid Asgari Taghanaki, Kumar Abhishek, Joseph Paul Cohen, Julien Cohen-Adad, Ghassan Hamarneh:
Deep semantic segmentation of natural and medical images: a review. 137-178 - Olatunbosun Agbo-Ajala, Serestina Viriri:
Deep learning approach for facial age classification: a survey of the state-of-the-art. 179-213 - Hanene Ben Yedder, Ben Cardoen, Ghassan Hamarneh:
Deep learning for biomedical image reconstruction: a survey. 215-251 - Suresh Madhavan, Nitin Kumar:
Incremental methods in face recognition: a survey. 253-303 - Kalananthni Pushpanathan, Marsyita Hanafi, Syamsiah Mashohor, Wan Fazilah Fazlil Ilahi:
Machine learning in medicinal plants recognition: a review. 305-327 - Akanksha Mehndiratta, Krishna Asawa:
Non-goal oriented dialogue agents: state of the art, dataset, and evaluation. 329-357 - N. V. Raja Reddy Goluguri, K. Suganya Devi, Nagesh Vadaparthi:
Image classifiers and image deep learning classifiers evolved in detection of Oryza sativa diseases: survey. 359-396 - Narayan Changder, Samir Aknine, Animesh Dutta:
Improving coalition structure search with an imperfect algorithm: analysis and evaluation results. 397-425 - Diego Monti, Giuseppe Rizzo, Maurizio Morisio:
A systematic literature review of multicriteria recommender systems. 427-468 - Lidong Wang, Yimei Ma, Xudong Chang, Chuang Gao, Qiang Qu, Xuebo Chen:
Projection wavelet weighted twin support vector regression for OFDM system channel estimation. 469-489 - Peide Liu, Weiqiao Liu:
Dual generalized Bonferroni mean operators based on 2-dimensional uncertain linguistic information and their applications in multi-attribute decision making. 491-517 - Santiago Gil-Begue, Concha Bielza, Pedro Larrañaga:
Multi-dimensional Bayesian network classifiers: A survey. 519-559 - Muhammad Riaz, Syeda Tayyba Tehrim:
A robust extension of VIKOR method for bipolar fuzzy sets using connection numbers of SPA theory based metric spaces. 561-591 - Mohamed Abdel-Basset, Weiping Ding, Doaa El-Shahat:
A hybrid Harris Hawks optimization algorithm with simulated annealing for feature selection. 593-637 - Mohammad Reza Mahmoudi, Hamidreza Akbarzadeh, Hamid Parvin, Samad Nejatian, Vahideh Rezaie, Hamid Alinejad-Rokny:
Consensus function based on cluster-wise two level clustering. 639-665 - Mehdi Hosseinzadeh, Bay Vo, Marwan Yassin Ghafour, Sajjad Naghipour:
Electrocardiogram signals-based user authentication systems using soft computing techniques. 667-709 - Marcelo de Oliveira Costa Machado, Natalie Ferraz Silva Bravo, André Ferreira Martins, Heder Soares Bernardino, Eduardo Barrére, Jairo Francisco de Souza:
Metaheuristic-based adaptive curriculum sequencing approaches: a systematic review and mapping of the literature. 711-754 - Jan Deriu, Álvaro Rodrigo, Arantxa Otegi, Guillermo Echegoyen, Sophie Rosset, Eneko Agirre, Mark Cieliebak:
Survey on evaluation methods for dialogue systems. 755-810
Volume 54, Number 2, February 2021
- Adekanmi Adegun, Serestina Viriri:
Deep learning techniques for skin lesion analysis and melanoma cancer detection: a survey of state-of-the-art. 811-841 - Deena P. Francis, Kumudha Raimond:
Major advancements in kernel function approximation. 843-876 - Anvar Bahrampour, Vahid Rafe:
Using memetic algorithm for robustness testing of contract-based software models. 877-915 - Siamak Talatahari, Mahdi Azizi:
Chaos Game Optimization: a novel metaheuristic algorithm. 917-1004 - Youcef Azzoug, Abdelmadjid Boukra:
Bio-inspired VANET routing optimization: an overview. 1005-1062 - Emine Bas, Erkan Ülker:
Dıscrete socıal spıder algorıthm for the travelıng salesman problem. 1063-1085 - Denilson Alves Pereira:
A survey of sentiment analysis in the Portuguese language. 1087-1115 - Lalit Purohit, Sandeep Kumar:
A study on evolutionary computing based web service selection techniques. 1117-1170 - James Chambua, Zhendong Niu:
Review text based rating prediction approaches: preference knowledge learning, representation and utilization. 1171-1200 - Alaettin Zubaroglu, Volkan Atalay:
Data stream clustering: a review. 1201-1236 - Peyman Ayubi, Milad Jafari Barani, Milad Yousefi Valandar, Behzad Yosefnezhad Irani, Reza Sedagheh Maskan Sadigh:
A new chaotic complex map for robust video watermarking. 1237-1280 - Haibo Jiang, Jianming Zhan, Degang Chen:
PROMETHEE II method based on variable precision fuzzy rough sets with fuzzy neighborhoods. 1281-1319 - Shi Cheng, Lianbo Ma, Hui Lu, Xiujuan Lei, Yuhui Shi:
Evolutionary computation for solving search-based data analytics problems. 1321-1348 - Mohsen Abbaspour Onari, Samuel Yousefi, Mustafa Jahangoshai Rezaee:
Risk assessment in discrete production processes considering uncertainty and reliability: Z-number multi-stage fuzzy cognitive map with fuzzy learning algorithm. 1349-1383 - Rahul Kumar Singh, Manoj Kumar Sachan, Ram Bahadur Patel:
360 degree view of cross-domain opinion classification: a survey. 1385-1506 - Bráulio Nascimento Lima, Pietro Balducci, Ricardo Pablo Passos, Claudio Novelli, Carlos Henrique Prevital Fileni, Fábio Vieira, Leandro Borelli de Camargo, Guanis de Barros Vilela Junior:
Artificial intelligence based on fuzzy logic for the analysis of human movement in healthy people: a systematic review. 1507-1523 - Harjeet Singh, Rajendra Kumar Sharma, V. P. Singh:
Online handwriting recognition systems for Indic and non-Indic scripts: a review. 1525-1579 - Riti Kushwaha, Gaurav Singal, Neeta Nain:
A texture feature based approach for person verification using footprint bio-metric. 1581-1611
Volume 54, Number 3, March 2021
- Wei Zeng, Jian Yuan, Chengzhi Yuan, Qinghui Wang, Fenglin Liu, Ying Wang:
A new approach for the detection of abnormal heart sound signals using TQWT, VMD and neural networks. 1613-1647 - Tanmoy Mahapatra, Sankar Sahoo, Ganesh Ghorai, Madhumangal Pal:
Interval valued m-polar fuzzy planar graph and its application. 1649-1675 - Guoguang Du, Kai Wang, Shiguo Lian, Kaiyong Zhao:
Vision-based robotic grasping from object localization, object pose estimation to grasp estimation for parallel grippers: a review. 1677-1734 - Fadi Dornaika:
Joint feature and instance selection using manifold data criteria: application to image classification. 1735-1765 - H. R. E. H. Bouchekara:
Electric Charged Particles Optimization and its application to the optimal design of a circular antenna array. 1767-1802 - Vijaykumar Patil, D. R. Ingle:
An association between fingerprint patterns with blood group and lifestyle based diseases: a review. 1803-1839 - Alexandros Tzanetos, Georgios Dounias:
Nature inspired optimization algorithms or simply variations of metaheuristics? 1841-1862 - Qianyun Zhang, Kaveh Barri, Pengcheng Jiao, Hadi Salehi, Amir Hossein Alavi:
Genetic programming in civil engineering: advent, applications and future trends. 1863-1885 - Jonnathan Carvalho, Alexandre Plastino:
On the evaluation and combination of state-of-the-art features in Twitter sentiment analysis. 1887-1936 - Candice Bentéjac, Anna Csörgo, Gonzalo Martínez-Muñoz:
A comparative analysis of gradient boosting algorithms. 1937-1967 - Bartosz Zielinski, Michal Lipinski, Mateusz Juda, Matthias Zeppelzauer, Pawel Dlotko:
Persistence codebooks for topological data analysis. 1969-2009 - Fatemeh Rezaimehr, Chitra Dadkhah:
A survey of attack detection approaches in collaborative filtering recommender systems. 2011-2066 - Shunxin Guo, Hong Zhao:
Hierarchical classification with multi-path selection based on granular computing. 2067-2089 - Zia Bashir, Jawad Ali, Tabasam Rashid:
Consensus-based robust decision making methods under a novel study of probabilistic uncertain linguistic information and their application in Forex investment. 2091-2132 - Juan Pablo Jiménez Cervantes, Luis Martin, Ivan Axel Dounce, Cynthia Avila-Contreras, Félix Ramos:
Methodological aspects for cognitive architectures construction: a study and proposal. 2133-2192 - Biao Yan, Fei Hao, Xi Meng:
When artificial intelligence meets building energy efficiency, a review focusing on zero energy building. 2193-2220 - Sasan Gharehpasha, Mohammad Masdari, Ahmad Jafarian:
Virtual machine placement in cloud data centers using a hybrid multi-verse optimization algorithm. 2221-2257 - Preksha Pareek, Ankit Thakkar:
A survey on video-based Human Action Recognition: recent updates, datasets, challenges, and applications. 2259-2322 - A. Hanif Halim, Idris Ismail, Swagatam Das:
Performance assessment of the metaheuristic optimization algorithms: an exhaustive review. 2323-2409
Volume 54, Number 4, April 2021
- Zineb Dafir, Yasmine Lamari, Said Chah Slaoui:
A survey on parallel clustering algorithms for Big Data. 2411-2443 - Hong-Seng Gan, Muhammad Hanif Ramlee, Asnida Abd Wahab, Yeng-Seng Lee, Akinobu Shimizu:
From classical to deep learning: review on cartilage and bone segmentation techniques in knee osteoarthritis research. 2445-2494 - S. Uma Maheswari, A. Shahina, A. Nayeemulla Khan:
Understanding Lombard speech: a review of compensation techniques towards improving speech based recognition systems. 2495-2523 - Haifa Hamad AlKasem, Mohamed El Bachir Menai:
Stochastic local search for Partial Max-SAT: an experimental evaluation. 2525-2566 - Laith Mohammad Abualigah, Ali Diabat:
Advances in Sine Cosine Algorithm: A comprehensive survey. 2567-2608 - Aneesh G. Nath, Sandeep S. Udmale, Sanjay Kumar Singh:
Role of artificial intelligence in rotor fault diagnosis: a comprehensive review. 2609-2668 - Yassine Meraihi, Asma Benmessaoud Gabis, Amar Ramdane-Cherif, Dalila Acheli:
A comprehensive survey of Crow Search Algorithm and its applications. 2669-2716 - Muhammad Riaz, Masooma Raza Hashmi:
m-polar neutrosophic soft mapping with application to multiple personality disorder and its associated mental disorders. 2717-2763 - Thais Neubauer, Sarajane Marques Peres, Marcelo Fantinato, Xixi Lu, Hajo A. Reijers:
Interactive clustering: a scoping review. 2765-2826 - Mohamed Hosni, Juan Manuel Carrillo de Gea, Ali Idri, Manal El Bajta, José Luis Fernández Alemán, Ginés García-Mateos, Ibtissam Abnane:
A systematic mapping study for ensemble classification methods in cardiovascular disease. 2827-2861 - Meysam Alizamir, Sungwon Kim, Mohammad Zounemat-Kermani, Salim Heddam, Amin Hasanalipour Shahrabadi, Bahram Gharabaghi:
Modelling daily soil temperature by hydro-meteorological data at different depths using a novel data-intelligence model: deep echo state network model. 2863-2890 - Sofia Fernandes, Hadi Fanaee-T, João Gama:
Tensor decomposition for analysing time-evolving social networks: an overview. 2891-2916 - Kusum Lata, Pardeep Singh, Kamlesh Dutta:
A comprehensive review on feature set used for anaphora resolution. 2917-3006 - Ankita Dhar, Himadri Mukherjee, Niladri Sekhar Dash, Kaushik Roy:
Text categorization: past and present. 3007-3054 - Caifeng Shan, Tao Tan, Jungong Han, Di Huang:
Ultrasound tissue classification: a review. 3055-3088 - Bing Huang, Jiubing Liu, Chunxiang Guo, Huaxiong Li, Guofu Feng:
Relative-distance-based approaches for ranking intuitionistic fuzzy values. 3089-3114 - Feng Jiang, Xu Yu, Hongbo Zhao, Dunwei Gong, Junwei Du:
Ensemble learning based on random super-reduct and resampling. 3115-3140 - Sankar Das, Ganesh Ghorai, Madhumangal Pal:
Certain competition graphs based on picture fuzzy environment with applications. 3141-3171 - Harish Garg, Rishu Arora:
Generalized Maclaurin symmetric mean aggregation operators based on Archimedean t-norm of the intuitionistic fuzzy soft set information. 3173-3213
Volume 54, Number 5, June 2021
- Wei Du, Shifei Ding:
A survey on multi-agent deep reinforcement learning: from the perspective of challenges and applications. 3215-3238 - Tauseef Khan, Ram Sarkar, Ayatullah Faruk Mollah:
Deep learning approaches to scene text detection: a comprehensive review. 3239-3298 - MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami:
Machine learning towards intelligent systems: applications, challenges, and opportunities. 3299-3348 - Mohammed Y. Abbass, Ki-Chul Kwon, Nam Kim, Safey A. S. Abdelwahab, Fathi E. Abd El-Samie, Ashraf A. M. Khalaf:
Visual tracking using convolutional features with sparse coding. 3349-3360 - Xindong Peng, Zhigang Luo:
A review of q-rung orthopair fuzzy information: bibliometrics and future directions. 3361-3430 - Fei Teng, Peide Liu, Xia Liang:
Unbalanced probabilistic linguistic decision-making method for multi-attribute group decision-making problems with heterogeneous relationships and incomplete information. 3431-3471 - Papia Ray, S. Surender Reddy, Tuhina Banerjee:
Various dimension reduction techniques for high dimensional data analysis: a review. 3473-3515 - Ying Liu, Yifei Wang, Long Chen, Jun Zhao, Wei Wang, Quanli Liu:
Incremental Bayesian broad learning system and its industrial application. 3517-3537 - Emine Bas, Erkan Ülker:
Improved social spider algorithm for large scale optimization. 3539-3574 - Jie Xie, Juan Gabriel Colonna, Jinglan Zhang:
Bioacoustic signal denoising: a review. 3575-3597 - Mohamed E. Abd Elaziz, Ibrahim Attiya:
An improved Henry gas solubility optimization algorithm for task scheduling in cloud computing. 3599-3637 - Anam Abid, Muhammad Tahir Khan, Javaid Iqbal:
A review on fault detection and diagnosis techniques: basics and beyond. 3639-3664 - Sachin Choubey, G. P. Karmakar:
Artificial intelligence techniques and their application in oil and gas industry. 3665-3683 - Chiranjibe Jana, G. Muhiuddin, Madhumangal Pal:
Multi-criteria decision making approach based on SVTrN Dombi aggregation functions. 3685-3723 - Ömer Gözüaçik, Fazli Can:
Concept learning using one-class classifiers for implicit drift detection in evolving data streams. 3725-3747 - Mohammad Masdari, Mehdi Nozad Bonab, Suat Ozdemir:
QoS-driven metaheuristic service composition schemes: a comprehensive overview. 3749-3816 - Julio Pena, Gonzalo Nápoles, Yamisleydi Salgueiro:
Implicit and hybrid methods for attribute weighting in multi-attribute decision-making: a review study. 3817-3847 - Adrien Bécue, Isabel Praça, João Gama:
Artificial intelligence, cyber-threats and Industry 4.0: challenges and opportunities. 3849-3886 - Younes Akbari, Noor Almaadeed, Somaya Al-Máadeed, Omar Elharrouss:
Applications, databases and open computer vision research from drone videos and images: a survey. 3887-3938 - Rizk Masoud Rizk-Allah:
A quantum-based sine cosine algorithm for solving general systems of nonlinear equations. 3939-3990 - Ilyas Özdogan, Fatih Emre Boran, Diyar Akay:
A possibilistic approach for interval type-2 fuzzy linguistic summarization of time series. 3991-4018
Volume 54, Number 6, August 2021
- Aftab Ahmad Mir, Abid Sarwar:
Artificial intelligence-based techniques for analysis of body cavity fluids: a review. 4019-4061 - Fanyong Meng, Shutian Li, Jie Tang:
A new interval type-2 trapezoid fuzzy multi-attribute group decision-making method and its application to the evaluation of sponge city construction. 4063-4096 - Tapas Si, Péricles B. C. de Miranda, João Victor Galdino, André C. A. Nascimento:
Grammar-based automatic programming for medical data classification: an experimental study. 4097-4135 - Guiwu Wei, Cun Wei, Jiang Wu, Yanfeng Guo:
Probabilistic linguistic multiple attribute group decision making for location planning of electric vehicle charging stations based on the generalized Dice similarity measures. 4137-4167 - Zaineb Chelly Dagdia, Pavel Avdeyev, Md. Shamsuzzoha Bayzid:
Biological computation and computational biology: survey, challenges, and discussion. 4169-4235 - Absalom E. Ezugwu, Amit K. Shukla, Rahul Nath, Andronicus Ayobami Akinyelu, Jeffrey O. Agushaka, Haruna Chiroma, Pranab K. Muhuri:
Metaheuristics: a comprehensive overview and classification along with bibliometric analysis. 4237-4316 - Shilpa Mahajan, Rajneesh Rani:
Text detection and localization in scene images: a broad review. 4317-4377 - Muhammad Sajid, Nouman Ali, Naeem Iqbal Ratyal, Saadat Hanif Dar, Bushra Zafar:
Facial asymmetry-based feature extraction for different applications: a review complemented by new advances. 4379-4419 - Harish Garg:
Sine trigonometric operational laws and its based Pythagorean fuzzy aggregation operators for group decision-making process. 4421-4447 - Musavarah Sarwar, Muhammad Akram, Peide Liu:
An integrated rough ELECTRE II approach for risk evaluation and effects analysis in automatic manufacturing process. 4449-4481 - Mike Huisman, Jan N. van Rijn, Aske Plaat:
A survey of deep meta-learning. 4483-4541 - Fangyi Li, Changjing Shang, Ying Li, Jing Yang, Qiang Shen:
Approximate reasoning with fuzzy rule interpolation: background and recent advances. 4543-4590 - Ibrahim Miraç Eligüzel, Eren Özceylan:
Application of an improved discrete crow search algorithm with local search and elitism on a humanitarian relief case. 4591-4617 - Mohammad Najafzadeh, Farshad Homaei, Hadi Farhadi:
Reliability assessment of water quality index based on guidelines of national sanitation foundation in natural streams: integration of remote sensing and data-driven models. 4619-4651 - Ignacio Revuelta, Francisco J. Santos-Arteaga, Enrique Montagud-Marrahi, Pedro Ventura-Aguiar, Debora Di Caprio, Frederic Cofan, David Cucchiari, Vicens Torregrosa, Gaston Julio Piñeiro, Nuria Esforzado, Marta Bodro, Jessica Ugalde-Altamirano, Asunción Moreno, Josep M. Campistol, Antonio Alcaraz, Beatriu Bayès, Esteban Poch, Federico Oppenheimer, Fritz Diekmann:
A hybrid data envelopment analysis - artificial neural network prediction model for COVID-19 severity in transplant recipients. 4653-4684