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ORCIDArtificial Intelligence Review, Volume 52
Volume 52, Number 1, June 2019
- Zeynep Batmaz, Ali Yürekli
, Alper Bilge, Cihan Kaleli:
A review on deep learning for recommender systems: challenges and remedies. 1-37 - Qaisar Abbas, Mostafa E. A. Ibrahim, M. Arfan Jaffar:
A comprehensive review of recent advances on deep vision systems. 39-76 - Giang Nguyen, Stefan Dlugolinsky, Martin Bobák, Viet D. Tran, Álvaro López García, Ignacio Heredia, Peter Malík, Ladislav Hluchý:
Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey. 77-124 - QingE Wu, Yinghui Guo, Hu Chen, Xiaoliang Qian, Wei Wang:
Establishment of a deep learning network based on feature extraction and its application in gearbox fault diagnosis. 125-149 - Enhui Lv, Xuesong Wang, Yuhu Cheng, Qiang Yu:
Deep ensemble network based on multi-path fusion. 151-168 - Danilo Alfonso López, Edwin Rivas Trujillo, Oscar Gualdron:
Primary user characterization for cognitive radio wireless networks using a neural system based on Deep Learning. 169-195 - Chadi Helwe, Shady Elbassuoni:
Arabic named entity recognition via deep co-learning. 197-215 - Christoforos Nalmpantis, Dimitris Vrakas:
Machine learning approaches for non-intrusive load monitoring: from qualitative to quantitative comparation. 217-243 - Carlo Contaldi, Fatemeh Vafaee, Peter C. Nelson:
Bayesian network hybrid learning using an elite-guided genetic algorithm. 245-272 - Ammar Ismael Kadhim:
Survey on supervised machine learning techniques for automatic text classification. 273-292 - Jingyun Wang, Sanyang Liu, Mingmin Zhu:
Local structure learning of chain graphs with the false discovery rate control. 293-321 - P. Arulmozhi, S. Abirami:
A comparative study of hash based approximate nearest neighbor learning and its application in image retrieval. 323-355 - Rida Ghafoor Hussain, Mustansar Ali Ghazanfar, Muhammad Awais Azam, Usman Naeem, Shafiq ur Réhman:
A performance comparison of machine learning classification approaches for robust activity of daily living recognition. 357-379 - Mushtaq Hussain, Wenhao Zhu, Wu Zhang, Syed Muhammad Raza Abidi, Sadaqat Ali:
Using machine learning to predict student difficulties from learning session data. 381-407 - Mahboobeh Parsapoor:
An introduction to brain emotional learning inspired models (BELiMs) with an example of BELiMs' applications. 409-439 - Grigorios Tsoumakas:
A survey of machine learning techniques for food sales prediction. 441-447 - Wei Zeng, Limin Ma, Chengzhi Yuan, Fenglin Liu, Qinghui Wang, Ying Wang, Yu Zhang:
Classification of asymptomatic and osteoarthritic knee gait patterns using gait analysis via deterministic learning. 449-467 - Tongfeng Sun, Shifei Ding, Pin Li, Wei Chen:
A comparative study of neural-network feature weighting. 469-493 - Zahra Pezeshki, Sayyed Majid Mazinani:
Comparison of artificial neural networks, fuzzy logic and neuro fuzzy for predicting optimization of building thermal consumption: a survey. 495-525 - Mohammed Amer, Tomás Maul:
A review of modularization techniques in artificial neural networks. 527-561 - Fenglin Liu, Wei Zeng, Chengzhi Yuan, Qinghui Wang, Ying Wang:
Kinect-based hand gesture recognition using trajectory information, hand motion dynamics and neural networks. 563-583 - Xu Yang, Guo Liu, Songgaojun Deng, Zichao Wei, Hu He, Yingjie Shang, Ning Deng:
Exploration of a mechanism to form bionic, self-growing and self-organizing neural network. 585-605 - Yinan Kong, Ehsan Saeedi:
The investigation of neural networks performance in side-channel attacks. 607-623 - Wei Zeng, Mengqing Li, Chengzhi Yuan, Qinghui Wang, Fenglin Liu, Ying Wang:
Classification of focal and non focal EEG signals using empirical mode decomposition (EMD), phase space reconstruction (PSR) and neural networks. 625-647 - Foued Saâdaoui, Hana Rabbouch:
A wavelet-based hybrid neural network for short-term electricity prices forecasting. 649-669 - Yusliza Yusoff, Azlan Mohd Zain, Astuty Amrin, Safian Sharif, Habibollah Haron, Roselina Sallehuddin:
Orthogonal based ANN and multiGA for optimization on WEDM of Ti-48Al intermetallic alloys. 671-706 - Haifeng Zhang, Yevgeniy Vorobeychik:
Empirically grounded agent-based models of innovation diffusion: a critical review. 707-741
Volume 52, Number 2, August 2019
- Lucas F. S. Vilela, Rafael Coradi Leme, Carlos A. M. Pinheiro, Otávio Augusto Salgado Carpinteiro:
Forecasting financial series using clustering methods and support vector regression. 743-773 - Shifei Ding, Xingyu Zhao, Jian Zhang, Xiekai Zhang, Yu Xue:
A review on multi-class TWSVM. 775-801 - Vinod Kumar Chauhan, Kalpana Dahiya, Anuj Sharma:
Problem formulations and solvers in linear SVM: a review. 803-855 - Jakub Nalepa, Michal Kawulok:
Selecting training sets for support vector machines: a review. 857-900 - Uzma Sharif, Zahid Mehmood, Toqeer Mahmood, Muhammad Arshad Javid, Amjad Rehman, Tanzila Saba:
Scene analysis and search using local features and support vector machine for effective content-based image retrieval. 901-925 - Ashu Kumar, Amandeep Kaur, Munish Kumar:
Face detection techniques: a review. 927-948 - Badr Mohammed Lahasan, Syaheerah Lebai Lutfi, Rubén San Segundo:
A survey on techniques to handle face recognition challenges: occlusion, single sample per subject and expression. 949-979 - Manisha M. Sawant, Kishor M. Bhurchandi:
Age invariant face recognition: a survey on facial aging databases, techniques and effect of aging. 981-1008 - Tanupreet Sabharwal, Rashmi Gupta, Le Hoang Son, Raghvendra Kumar, Sudan Jha:
Recognition of surgically altered face images: an empirical analysis on recent advances. 1009-1040 - Sinan Naji, Hamid Abdullah Jalab, Sameem Abdul Kareem:
A survey on skin detection in colored images. 1041-1087 - Xiaolong Liu, Zhidong Deng, Yuhan Yang:
Recent progress in semantic image segmentation. 1089-1106 - Tej Singh, Dinesh Kumar Vishwakarma:
Video benchmarks of human action datasets: a review. 1107-1154 - Fabiola Becerra-Riera, Annette Morales-González, Heydi Méndez-Vázquez:
A survey on facial soft biometrics for video surveillance and forensic applications. 1155-1187 - Saurabh Sharma, Vishal Gupta, Mamta Juneja:
A survey of image data indexing techniques. 1189-1266 - Airel Pérez Suárez, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
A review of conceptual clustering algorithms. 1267-1296 - Bilal Saoud:
Networks clustering with bee colony. 1297-1309 - Sadrollah Abbasi, Samad Nejatian, Hamid Parvin, Vahideh Rezaie, Karamolah Bagherifard:
Clustering ensemble selection considering quality and diversity. 1311-1340 - Frouzan Rashidi, Samad Nejatian, Hamid Parvin, Vahideh Rezaie:
Diversity based cluster weighting in cluster ensemble: an information theory approach. 1341-1368 - Aqil M. Azmi, Abdulaziz O. Al-Qabbany, Amir Hussain:
Computational and natural language processing based studies of hadith literature: a survey. 1369-1414 - Sujata Rani, Parteek Kumar:
A journey of Indian languages over sentiment analysis: a systematic review. 1415-1462 - John Licato, Zhitian Zhang:
Evaluating representational systems in artificial intelligence. 1463-1493
Volume 52, Number 3, October 2019
- Fatemeh Hemmatian, Mohammad Karim Sohrabi:
A survey on classification techniques for opinion mining and sentiment analysis. 1495-1545 - Dhabitah Lazim, Azlan Mohd Zain, Mahadi Bahari, Abdullah Hisham Omar:
Review of modified and hybrid flower pollination algorithms for solving optimization problems. 1547-1577 - Bilal Alatas:
Sports inspired computational intelligence algorithms for global optimization. 1579-1627 - Gokcen Ozdemir, Nurhan Karaboga:
A review on the cosine modulated filter bank studies using meta-heuristic optimization algorithms. 1629-1653 - Paresh R. Kamble, Avinash G. Keskar, Kishor M. Bhurchandi:
Ball tracking in sports: a survey. 1655-1705 - Gerardo Felix, Gonzalo Nápoles, Rafael Falcon, Wojciech Froelich, Koen Vanhoof, Rafael Bello:
A review on methods and software for fuzzy cognitive maps. 1707-1737 - Stephen C. Adams, Peter A. Beling:
A survey of feature selection methods for Gaussian mixture models and hidden Markov models. 1739-1779 - David O. Johnson, Okim Kang:
Comparison of algorithms to divide noisy phone sequences into syllables for automatic unconstrained English speaking proficiency scoring. 1781-1804 - Abdallah Yousif, Zhendong Niu, John K. Tarus, Arshad Ahmad:
A survey on sentiment analysis of scientific citations. 1805-1838 - Jianming Zhan, José Carlos R. Alcantud:
A survey of parameter reduction of soft sets and corresponding algorithms. 1839-1872 - Xindong Peng, Ganeshsree Selvachandran:
Pythagorean fuzzy set: state of the art and future directions. 1873-1927 - Aynaz Khaksari, Mohammad Reza Keyvanpour:
TP-TA: a comparative analytical framework for trust prediction models in online social networks based on trust aspects. 1929-1960 - Sogol Haghani, Mohammad Reza Keyvanpour:
A systemic analysis of link prediction in social network. 1961-1995 - Danial Hooshyar, Moslem Yousefi, Heuiseok Lim:
A systematic review of data-driven approaches in player modeling of educational games. 1997-2017 - Francisco Martínez, María Pilar Frías, María Dolores Pérez-Godoy, Antonio Jesús Rivera:
A methodology for applying k-nearest neighbor to time series forecasting. 2019-2037 - Tuyen Pham Le, Ngo Anh Vien, P. Marlith Jaramillo, TaeChoong Chung:
Importance sampling policy gradient algorithms in reproducing kernel Hilbert space. 2039-2059 - Xuesong Wang, Yuting Ma, Yuhu Cheng:
Domain adaptation network based on hypergraph regularized denoising autoencoder. 2061-2079 - Carlos Gómez-Rodríguez, Iago Alonso-Alonso, David Vilares:
How important is syntactic parsing accuracy? An empirical evaluation on rule-based sentiment analysis. 2081-2097 - Ali Louati, Sabeur Elkosantini, Saber Darmoul, Lamjed Ben Said:
An immune memory inspired case-based reasoning system to control interrupted flow at a signalized intersection. 2099-2129 - Ning Chen, Wenjing Liu, Ruizhen Bai, An Chen:
Application of computational intelligence technologies in emergency management: a literature review. 2131-2168
Volume 52, Number 4, December 2019
- Zhiming Lv, Jun Zhao, Wei Wang, Quanli Liu:
A multiple surrogates based PSO algorithm. 2169-2190 - Kashif Hussain, Mohd. Najib Mohd. Salleh, Shi Cheng, Yuhui Shi:
Metaheuristic research: a comprehensive survey. 2191-2233 - Munish Kumar, Manish Kumar Jindal, Rajendra Kumar Sharma, Simpel Rani Jindal:
Character and numeral recognition for non-Indic and Indic scripts: a survey. 2235-2261 - Dervis Karaboga, Ebubekir Kaya:
Adaptive network based fuzzy inference system (ANFIS) training approaches: a comprehensive survey. 2263-2293 - Hamid Rahmanifard, Tatyana Plaksina:
Application of artificial intelligence techniques in the petroleum industry: a review. 2295-2318 - Ahmad Mozaffari, Mahdi Emami, Alireza Fathi:
A comprehensive investigation into the performance, robustness, scalability and convergence of chaos-enhanced evolutionary algorithms with boundary constraints. 2319-2380 - Jianming Zhan, José Carlos R. Alcantud:
A novel type of soft rough covering and its application to multicriteria group decision making. 2381-2410 - Paulo Gil, Hugo Martins, Fábio Januário:
Outliers detection methods in wireless sensor networks. 2411-2436 - Fanrong Meng, Guan Yuan, Shaoqian Lv, Zhixiao Wang, Shixiong Xia:
An overview on trajectory outlier detection. 2437-2456 - Galina A. Samigulina, Zarina I. Samigulina:
Modified immune network algorithm based on the Random Forest approach for the complex objects control. 2457-2473 - Bilel Elayeb:
Arabic word sense disambiguation: a review. 2475-2532 - Mohamed Abdel-Basset, Laila A. Shawky:
Flower pollination algorithm: a comprehensive review. 2533-2557 - Narayan Schütz, Alexander B. Leichtle, Kaspar Riesen:
A comparative study of pattern recognition algorithms for predicting the inpatient mortality risk using routine laboratory measurements. 2559-2573 - Sahel Alouneh, Sa'ed Abed, Mohammad H. Al Shayeji, Raed Mesleh:
A comprehensive study and analysis on SAT-solvers: advances, usages and achievements. 2575-2601 - Chin-Hoong Chee, Jafreezal Jaafar, Izzatdin Abdul Aziz, Mohd Hilmi Hasan, William Yeoh:
Algorithms for frequent itemset mining: a literature review. 2603-2621 - Peter Juma Ochieng, Swaib Kyanda:
Ontologies' mappings validation and annotation enrichment through tagging. 2623-2650 - Nurlydia Natasha Md Hatta, Azlan Mohd Zain, Roselina Sallehuddin, Z. Shayfull, Yusliza Yusoff:
Recent studies on optimisation method of Grey Wolf Optimiser (GWO): a review (2014-2017). 2651-2683 - Jaleh Shoshtarian Malak, Hojjat Zeraati, Fatemeh Sadat Nayeri, Reza Safdari, Azimeh Danesh Shahraki:
Neonatal intensive care decision support systems using artificial intelligence techniques: a systematic review. 2685-2704 - Piotr Honko:
Recent granular computing frameworks for mining relational data. 2705-2742 - John Licato, Zhitian Zhang:
Correction to: Evaluating representational systems in artificial intelligence. 2743
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