Data Technologies and Applications, Volume 55 (original) (raw)

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Volume 55, Number 1, 2021

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    Yi-Chun Chang, Kuan-Ting Lai, Seng-cho Timothy Chou, Wei-Chuan Chiang, Yuan-Chen Lin:
    Who is the boss? Identifying key roles in telecom fraud network via centrality-guided deep random walk. 1-18
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    K. Satya Sujith, G. Sasikala:
    Optimal support vector machine and hybrid tracking model for behaviour recognition in highly dense crowd videos. 19-40
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    Mahesh P. Wankhade, Kalpana C. Jondhale:
    Enhancing lifetime of wireless multimedia sensor networks using modified lion algorithm-based image transmission model. 41-63
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    Lokesh Singh, Rekh Ram Janghel, Satya Prakash Sahu:
    TrCSVM: a novel approach for the classification of melanoma skin cancer using transfer learning. 64-81
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    Brunno e Souza Rodrigues, Carla Martins Floriano, Valdecy Pereira, Marcos Costa Roboredo:
    An algorithm to elicitate ELECTRE II, III and IV parameters. 82-96
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    Shu-Hao Chang:
    Technical trends of artificial intelligence in standard-essential patents. 97-117
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    Seyed Mohammad Javad Hosseini, Bahman Arasteh, Ayaz Isazadeh, Mehran Mohsenzadeh, Mitra Mirzarezaee:
    An error-propagation aware method to reduce the software mutation cost using genetic algorithm. 118-148
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    Samira Khodabandehlou, S. Alireza Hashemi Golpayegani, Mahmoud Zivari Rahman:
    An effective recommender system based on personality traits, demographics and behavior of customers in time context. 149-174

Volume 55, Number 2, 2021

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    Yin-Ju Chen, Jian-Ming Lo:
    The relative decision-making algorithm for ranking data. 177-191
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    Lei Huang, Yandong Zhao, Guangxi He, Yangxu Lu, Juanjuan Zhang, Peiyi Wu:
    Data access as a big competitive advantage: evidence from China's car-hailing platforms. 192-215
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    Deepti Sisodia, Dilip Singh Sisodia:
    Gradient boosting learning for fraudulent publisher detection in online advertising. 216-232
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    Yupeng Zhou, Mengyu Zhao, Mingjie Fan, Yiyuan Wang, Jianan Wang:
    An efficient local search for large-scale set-union knapsack problem. 233-250
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    Bahman Arasteh, Razieh Sadegi, Keyvan Arasteh:
    Bölen: software module clustering method using the combination of shuffled frog leaping and genetic algorithm. 251-279
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    Changro Lee, Key-Ho Park:
    Using photographs and metadata to estimate house prices in South Korea. 280-292
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    Hsin-Chang Yang, Chung-Hong Lee, Wen-Sheng Liao:
    Measuring semantic distances using linked open data and its application on music recommender systems. 293-309

Volume 55, Number 3, 2021

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    Areej Ahmad Alsaadi, Wadee Alhalabi, Elena Niculina Dragoi:
    Performance analysis: Differential search algorithm based on randomization and benchmark functions. 313-331
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    R. Sathyaraj, Lakshmanan Ramanathan, Kamppa Lavanya, Balasubramanian V, J. Saira Banu:
    Chicken swarm foraging algorithm for big data classification using the deep belief network classifier. 332-352
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    Nama Ajay Nagendra, Lakshman Pappula:
    Evolution of conformal antenna design with the aid of probability improved crow search algorithm. 353-371
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    Abdul Waheed Siyal, Hongzhuan Chen, Gang Chen, Muhammad Mujahid Memon, Zainab Binte:
    Structural equation modeling and artificial neural networks approach to predict continued use of mobile taxi booking apps: the mediating role of hedonic motivation. 372-399
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    Selvaraj Geetha, Jeonghwan Jeon:
    Assessment of national innovation capabilities of OECD countries using trapezoidal interval type-2 fuzzy ELECTRE III method. 400-429
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    Hiroki Hara, Yoshikatsu Fujita, Kazuhiko Tsuda:
    Population estimation using Twitter for a specific space. 430-445
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    Saroj Kumar Pandey, Rekh Ram Janghel:
    Classification of electrocardiogram signal using an ensemble of deep learning models. 446-460

Volume 55, Number 4, 2021

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    Sonia Osorio Angel, Adriana Peña Pérez Negrón, Aurora Espinoza-Valdez:
    Systematic literature review of sentiment analysis in the Spanish language. 461-479
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    Marcio Pereira Basilio, Valdecy Pereira, Max William Coelho Moreira de Oliveira, Antonio Fernandes da Costa Neto, Orlinda Claudia Rosa de Moraes, Samya Cotta Brandão Siqueira:
    Knowledge discovery in research on domestic violence: an overview of the last fifty years. 480-510
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    Zheshi Bao, Bo Shang:
    Self-efficacy and continuance intention of Web 2.0 platforms: a meta-analysis. 511-526
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    Hendri Murfi:
    A scalable eigenspace-based fuzzy c-means for topic detection. 527-541
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    Jina Kim, Yeonju Jang, Kunwoo Bae, Soyoung Oh, Nam Jeong Jeong, Eunil Park, Jinyoung Han, Angel P. del Pobil:
    Between comments and repeat visit: capturing repeat visitors with a hybrid approach. 542-557
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    Tressy Thomas, Enayat Rajabi:
    A systematic review of machine learning-based missing value imputation techniques. 558-585
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    Gabriela Montenegro Montenegro de Barros, Valdecy Pereira, Marcos Costa Roboredo:
    ELECTRE tree: a machine learning approach to infer ELECTRE Tri-B parameters. 586-608

Volume 55, Number 5, 2021

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    Ying He, Kun Tian, Jiangyang Fu:
    An incentive mechanism-based framework to assure the quality of self-organizing peer review in preprint. 609-621
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    Dumitru Roman, Neal Reeves, Esteban González, Irene Celino, Shady Abd El Kader, Philip Turk, Ahmet Soylu, Óscar Corcho, Raquel Cedazo, Gloria Re Calegari, Damiano Scandolari, Elena Simperl:
    An analysis of pollution Citizen Science projects from the perspective of Data Science and Open Science. 622-642
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    Heng-Yang Lu, Yi Zhang, Yuntao Du:
    SenU-PTM: a novel phrase-based topic model for short-text topic discovery by exploiting word embeddings. 643-660
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    Shaofei Wang, Depeng Dang:
    Robust cross-lingual knowledge base question answering via knowledge distillation. 661-681
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    J. Aruna Santhi, T. Vijaya Saradhi:
    Attack detection in medical Internet of things using optimized deep learning: enhanced security in healthcare sector. 682-714
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    Hei-Fong Ho:
    A novel approach for exploring channel dependence of consumers' latent shopping intent and the related behaviors by visualizing browsing patterns. 715-733
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    Shah Khalid, Shengli Wu, Fang Zhang:
    A multi-objective approach to determining the usefulness of papers in academic search. 734-748
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    Song Wang, Yang Yang:
    M-GAN-XGBOOST model for sales prediction and precision marketing strategy making of each product in online stores. 749-770
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    Zhenyuan Wang, Chih-Fong Tsai, Wei-Chao Lin:
    Data cleaning issues in class imbalanced datasets: instance selection and missing values imputation for one-class classifiers. 771-787
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    Hoyoung Rho, Keunho Choi, Donghee Yoo:
    Predicting agricultural and livestock products purchases using the Internet search index and data mining techniques. 788-809
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    Merve Albayrak, Cemil Ceylan:
    Effect of eWom on purchase intention: meta-analysis. 810-840
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    Shuai Luo, Hongwei Liu, Ershi Qi:
    Recognition and labeling of faults in wind turbines with a density-based clustering algorithm. 841-868

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