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ORCIDJournal of Big Data, Volume 9
Volume 9, Number 1, December 2022
- Dareen K. Halim
, Samuel Hutagalung:
Towards data sharing economy on Internet of Things: a semantic for telemetry data. 1 - Anupam Singh, Aldona Glinska-Newes:
Modeling the public attitude towards organic foods: a big data and text mining approach. 2 - Kornelia M. Batko, Andrzej Slezak:
The use of Big Data Analytics in healthcare. 3 - Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio:
Programming big data analysis: principles and solutions. 4 - Mariam Laatifi, Samira Douzi, Abdelaziz Bouklouz, Hind Ezzine, Jaafar Jaafari, Younes Zaid, Bouabid El Ouahidi, Mariam Naciri:
Machine learning approaches in Covid-19 severity risk prediction in Morocco. 5 - Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar, Jared M. Peterson:
IoT information theft prediction using ensemble feature selection. 6 - Darshika Niranjan Koggalahewa, Yue Xu, Ernest Foo:
An unsupervised method for social network spammer detection based on user information interests. 7 - Georgios Vranopoulos, Nathan Luke Clarke, Shirley Atkinson:
Addressing big data variety using an automated approach for data characterization. 8 - Victor Lopez-Rodriguez, Hector G. Ceballos:
Modeling scientometric indicators using a statistical data ontology. 9 - Alebachew Chiche, Betselot Yitagesu:
Part of speech tagging: a systematic review of deep learning and machine learning approaches. 10 - Daniela A. Gomez-Cravioto, Ramon E. Diaz-Ramos, Neil Hernández-Gress, Jose Luis Preciado, Hector G. Ceballos:
Supervised machine learning predictive analytics for alumni income. 11 - Sharafat Ibn Mollah Mosharraf, Muhammad Abdullah Adnan:
Improving lookup and query execution performance in distributed Big Data systems using Cuckoo Filter. 12 - Adeleh Asemi, Asefeh Asemi, Andrea Ko, Ali Alibeigi:
An integrated model for evaluation of big data challenges and analytical methods in recommender systems. 13 - Daniel Coquelin, Charlotte Debus, Markus Götz, Fabrice von der Lehr, James Kahn, Martin Siggel, Achim Streit:
Accelerating neural network training with distributed asynchronous and selective optimization (DASO). 14 - Alvin Subakti, Hendri Murfi, Nora Hariadi:
The performance of BERT as data representation of text clustering. 15 - Abiba Mihret Aragaw, Abebaw Gedef Azene, Mekuanint Simeneh Workie:
Poisson logit hurdle model with associated factors of perinatal mortality in Ethiopia. 16 - Dinesh Naik, C. D. Jaidhar:
Semantic context driven language descriptions of videos using deep neural network. 17 - Ryan Rivas, Sudipta Paul, Vagelis Hristidis, Evangelos E. Papalexakis, Amit K. Roy-Chowdhury:
Task-agnostic representation learning of multimodal twitter data for downstream applications. 18 - Francesca Cerruto, Stefano Cirillo, Domenico Desiato, Michele Simone Gambardella, Giuseppe Polese:
Social network data analysis to highlight privacy threats in sharing data. 19 - Muhammad Abdelhadie Al-Malla, Assef Jafar, Nada Ghneim:
Image captioning model using attention and object features to mimic human image understanding. 20 - Bador Al sari, Rawan Alkhaldi, Dalia Alsaffar, Tahani Alkhaldi, Hanan Almaymuni, Norah Alnaim, Najwa Alghamdi, Sunday O. Olatunji:
Sentiment analysis for cruises in Saudi Arabia on social media platforms using machine learning algorithms. 21 - Hossein Shafiei, Aresh Dadlani:
Detection of fickle trolls in large-scale online social networks. 22 - Miguel E. Coimbra, Sérgio Esteves, Alexandre P. Francisco, Luís Veiga:
VeilGraph: incremental graph stream processing. 23 - Emmanuel Ileberi, Yanxia Sun, Zenghui Wang:
A machine learning based credit card fraud detection using the GA algorithm for feature selection. 24 - Tarun Gangil, Amina Beevi Shahabuddin, B. Dinesh Rao, Krishnamoorthy Palanisamy, Biswaroop Chakrabarti, Krishna Sharan:
Predicting clinical outcomes of radiotherapy for head and neck squamous cell carcinoma patients using machine learning algorithms. 25 - Josef Schosser:
Tensor extrapolation: an adaptation to data sets with missing entries. 26 - M. P. Ramos, Paulo Marcelo Tasinaffo, Adilson Marques da Cunha, Daniela America da Silva, Gildárcio Sousa Gonçalves, Luiz Alberto Vieira Dias:
A canonical model for seasonal climate prediction using Big Data. 27 - Risto Ojala, Jari Vepsäläinen, Kari Tammi:
Motion detection and classification: ultra-fast road user detection. 28 - Shinya Mizuno, Haruka Ohba, Koji Ito:
Machine learning-based turbulence-risk prediction method for the safe operation of aircrafts. 29 - Sofie Goethals, David Martens, Theodoros Evgeniou:
The non-linear nature of the cost of comprehensibility. 30 - Kebira Azbeg, Mohcine Boudhane, Ouail Ouchetto, Said Jai-Andaloussi:
Diabetes emergency cases identification based on a statistical predictive model. 31 - Armin Alibasic, Himanshu Upadhyay, Mecit Can Emre Simsekler, Thomas R. Kurfess, Wei Lee Woon, Mohammad Atif Omar:
Evaluation of the trends in jobs and skill-sets using data analytics: a case study. 32 - Tanya Nijhawan, Girija V. Attigeri, T. Ananthakrishna:
Stress detection using natural language processing and machine learning over social interactions. 33 - Mohammed Khaleel, Lei Qi, Wallapak Tavanapong, Johnny Wong, Adisak Sukul, David A. M. Peterson:
IDC: quantitative evaluation benchmark of interpretation methods for deep text classification models. 34 - Haosong Li, Phillip C.-Y. Sheu:
A scalable association rule learning and recommendation algorithm for large-scale microarray datasets. 35 - Wafaa M. A. Habib, Hoda M. O. Mokhtar, Mohamed E. El-Sharkawi:
Discovering top-weighted k-truss communities in large graphs. 36 - Gianluca Bonifazi, Enrico Corradini, Domenico Ursino, Luca Virgili:
Defining user spectra to classify Ethereum users based on their behavior. 37 - Wenchuan Mu, Kwan Hui Lim, Junhua Liu, Shanika Karunasekera, Lucia Falzon, Aaron Harwood:
A clustering-based topic model using word networks and word embeddings. 38 - Wilson Wongso, Henry Lucky, Derwin Suhartono:
Pre-trained transformer-based language models for Sundanese. 39 - Merve Asiler, Adnan Yazici, Roy George:
HyGraph: a subgraph isomorphism algorithm for efficiently querying big graph databases. 40 - M. H. D. Samy Alnaimy, Mohammad Said Desouki:
Expanded graph embedding for joint network alignment and link prediction. 41 - Mohammed Alweshah, Muder Almiani, Nedaa Almansour, Saleh Al Khalaileh, Hamza Aldabbas, Waleed Alomoush, Almahdi Mohammed Alshareef:
Vehicle routing problems based on Harris Hawks optimization. 42 - Faranak Rezaei, Maryam Abbasitabar, Shirin Mirzaei, Zahra Kamari Direh, Sahar Ahmadi, Zahra Azizi, Darya Danialy:
Improve data classification performance in diagnosing diabetes using the Binary Exchange Market Algorithm. 43 - Aji Prasetya Wibawa, Agung Bella Putra Utama, Hakkun Elmunsyah, Utomo Pujianto, Felix Andika Dwiyanto, Leonel Hernandez:
Time-series analysis with smoothed Convolutional Neural Network. 44 - S. Thara, Prabaharan Poornachandran:
Social media text analytics of Malayalam-English code-mixed using deep learning. 45 - Wieslaw Cetera, Wlodzimierz Gogolek, Aleksander Zolnierski, Dariusz Jaruga:
Potential for the use of large unstructured data resources by public innovation support institutions. 46 - Stephen Smith, Anthony O'Hare:
Comparing traditional news and social media with stock price movements; which comes first, the news or the price change? 47 - Yazhen Ye, Yao Zhang, Yangyong Zhu:
Exploring the form of big data products and the supporting systems. 48 - Jaafar Jaafari, Samira Douzi, Khadija Douzi, Badr Hssina:
The impact of ensemble learning on surgical tools classification during laparoscopic cholecystectomy. 49 - Seng Hansun, Arya Wicaksana, Abdul Q. M. Khaliq:
Multivariate cryptocurrency prediction: comparative analysis of three recurrent neural networks approaches. 50 - Reem Salman, Ayman Alzaatreh, Hana Sulieman:
The stability of different aggregation techniques in ensemble feature selection. 51 - Kritbodin Phiwhorm, Charnnarong Saikaew, Carson K. Leung, Pattarawit Polpinit, Kanda Runapongsa Saikaew:
Adaptive multiple imputations of missing values using the class center. 52 - Renu Sabharwal, Shah Jahan Miah:
An intelligent literature review: adopting inductive approach to define machine learning applications in the clinical domain. 53 - Sebastião Pais, João Cordeiro, M. Luqman Jamil:
NLP-based platform as a service: a brief review. 54 - Wardani Muhamad, Suhardi, Yoanes Bandung:
Transforming OpenAPI Specification 3.0 documents into RDF-based semantic web services. 55 - Kimmi Kumari, Mrunalini Marlakunta:
Detecting Denial of Service attacks using machine learning algorithms. 56 - Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich, Grégory Bourguin, Arnaud Lewandowski:
Using meta-learning for automated algorithms selection and configuration: an experimental framework for industrial big data. 57 - C. G. Raji, A. K. Safna:
Computational methods for predicting the outcome of thoracic transplantation. 58 - Deepjyoti Roy, Mala Dutta:
A systematic review and research perspective on recommender systems. 59 - Mahboubeh Fattahi, Mohammad Hossein Moattar, Yahya Forghani:
Improved cost-sensitive representation of data for solving the imbalanced big data classification problem. 60 - Pavel Koupil, Irena Holubová:
A unified representation and transformation of multi-model data using category theory. 61 - Mohammad Khosravi, Yalda Jabbari Moghaddam, Mahdad Esmaeili, Ahmad Keshtkar, Javad Jalili, Hamid Tayefi Nasrabadi:
Classification of mastoid air cells by CT scan images using deep learning method. 62 - Mariusz Pietrolaj, Marek Blok:
Neural network training with limited precision and asymmetric exponent. 63 - Kashif Ali, Margaret Hamilton, Charles Thevathayan, Xiuzhen Zhang:
Big social data as a service (BSDaaS): a service composition framework for social media analysis. 64 - Prabu Kresna Putra, Rahmad Mahendra, Indra Budi:
Traffic and road conditions monitoring system using extracted information from Twitter. 65 - Wubetu Barud Demilie, Ayodeji Olalekan Salau:
Detection of fake news and hate speech for Ethiopian languages: a systematic review of the approaches. 66 - Nasim Ahmed, Andre L. C. Barczak, Mohammed A. Rashid, Teo Susnjak:
Runtime prediction of big data jobs: performance comparison of machine learning algorithms and analytical models. 67 - Meseret Tadesse Fetene, Haile Mekonnen Fenta, Lijalem Melie Tesfaw:
Spatial heterogeneities in acute lower respiratory infections prevalence and determinants across Ethiopian administrative zones. 68 - Jitimon Angskun, Suda Tipprasert, Thara Angskun:
Big data analytics on social networks for real-time depression detection. 69 - Rezzy Eko Caraka, Youngjo Lee, Jeongseop Han, Hangbin Lee, Maengseok Noh, Il Do Ha, Prana Ugiana Gio, Bens Pardamean:
Albatross analytics a hands-on into practice: statistical and data science application. 70 - Hayat Al-Dmour:
Ramifications of incorrect image segmentations; emphasizing on the potential effects on deep learning methods failure. 71 - Alhanouf Alduailej, Abdulrahman Alothaim:
AraXLNet: pre-trained language model for sentiment analysis of Arabic. 72 - Gabriela Nathania Harywanto, Juan Sebastian Veron, Derwin Suhartono:
A BERTweet-based design for monitoring behaviour change based on five doors theory on coral bleaching campaign. 73 - Nabil Arhab, Mourad Oussalah, Md Saroar Jahan:
Social media analysis of car parking behavior using similarity based clustering. 74 - Kang-Pyo Lee, Suyong Song:
Developing insights from the collective voice of target users in Twitter. 75 - Gaddisa Olani Ganfure:
Comparative analysis of deep learning based Afaan Oromo hate speech detection. 76 - Ayman Zeidan, Huy T. Vo:
Efficient spatial data partitioning for distributed kNN joins. 77 - Ayoub Skouta, Abdelali Elmoufidi, Said Jai-Andaloussi, Ouail Ouchetto:
Hemorrhage semantic segmentation in fundus images for the diagnosis of diabetic retinopathy by using a convolutional neural network. 78 - Rao Hamza Ali, Gabriela Pinto, Evelyn Lawrie, Erik J. Linstead:
A large-scale sentiment analysis of tweets pertaining to the 2020 US presidential election. 79 - Mohammad Yani, Adila Alfa Krisnadhi, Indra Budi:
A better entity detection of question for knowledge graph question answering through extracting position-based patterns. 80 - Iyke Maduako, Chukwuemeka Fortune Igwe, James Edebo Abah, Obianuju Esther Onwuasaanya, Grace Amarachi Chukwu, Franklin Ezeji, Francis Ifeanyi Okeke:
Deep learning for component fault detection in electricity transmission lines. 81 - K. Anoop, Deepak P, Savitha Sam Abraham, Lajish V. L., Manjary P. Gangan:
Readers' affect: predicting and understanding readers' emotions with deep learning. 82 - Yue Yu, Wei Sun, Jianhua Liu, Changfan Zhang:
Traffic flow prediction based on depthwise separable convolution fusion network. 83 - Shiqi Hui, Li Dong, Kai Zhang, Zihan Nie, Xue Jiang, Heyan Li, Zhijia Hou, Jingwen Ding, Yue Wang, Dongmei Li:
Noninvasive identification of Benign and malignant eyelid tumors using clinical images via deep learning system. 84 - Kah Yee Tai, Jasbir Dhaliwal:
Machine learning model for malaria risk prediction based on mutation location of large-scale genetic variation data. 85 - Imad Afyouni, Aamir Shoeb Alam Khan, Zaher Al Aghbari:
Deep-Eware: spatio-temporal social event detection using a hybrid learning model. 86 - Junhai Zhai, Dandan Song:
Optimal instance subset selection from big data using genetic algorithm and open source framework. 87 - Cheng-Peng Gui, Jia-Ying Li, Liang-Min Fu, Cheng-Gong Luo, Chi Zhang, Yi-Ming Tang, Li-zhen Zhang, Guan-nan Shu, Rong-Pei Wu, Jun-Hang Luo:
Identification of mRNA vaccines and conserved ferroptosis related immune landscape for individual precision treatment in bladder cancer. 88 - Armin Lawi, Hendra Mesra, Supri Amir:
Implementation of Long Short-Term Memory and Gated Recurrent Units on grouped time-series data to predict stock prices accurately. 89 - Taiwo Kolajo, Olawande J. Daramola, Ayodele Ariyo Adebiyi:
Real-time event detection in social media streams through semantic analysis of noisy terms. 90 - Ariana Yunita, Harry B. Santoso, Zainal A. Hasibuan:
'Everything is data': towards one big data ecosystem using multiple sources of data on higher education in Indonesia. 91 - Changwu Wu, Chaoying Qin, Wenyong Long, Xiangyu Wang, Kai Xiao, Qing Liu:
Tumor antigens and immune subtypes of glioblastoma: the fundamentals of mRNA vaccine and individualized immunotherapy development. 92 - Aadidev Sooknanan, Patrick Hosein:
Estimating the carbon content of oceans using satellite sensor data. 93 - Rathimala Kannan, Haq'ul Aqif Abdul Halim, Kannan Ramakrishnan, Shahrinaz Ismail, Dedy Rahman Wijaya:
Machine learning approach for predicting production delays: a quarry company case study. 94 - Qing Li, Guansong Pang, Mingsheng Shang:
An efficient annealing-assisted differential evolution for multi-parameter adaptive latent factor analysis. 95 - Thitirat Siriborvornratanakul:
Human behavior in image-based Road Health Inspection Systems despite the emerging AutoML. 96 - Pavel Koupil, Sebastián Hricko, Irena Holubová:
A universal approach for multi-model schema inference. 97 - Rick Sauber-Cole, Taghi M. Khoshgoftaar:
The use of generative adversarial networks to alleviate class imbalance in tabular data: a survey. 98 - Junhua Liu, Yung Chuen Ng, Zitong Gui, Trisha Singhal, Luciënne T. M. Blessing, Kristin L. Wood, Kwan Hui Lim:
Title2Vec: a contextual job title embedding for occupational named entity recognition and other applications. 99 - Dimitrios Kotios, Georgios Makridis, Georgios Fatouros, Dimosthenis Kyriazis:
Deep learning enhancing banking services: a hybrid transaction classification and cash flow prediction approach. 100 - Bin Lu, Hui-Xian Li, Zhi-Kai Chang, Le Li, Ning-Xuan Chen, Zhi-Chen Zhu, Hui-Xia Zhou, Xue-Ying Li, Yu-Wei Wang, Shi-Xian Cui, Zhao-Yu Deng, Zhen Fan, Hong Yang, Xiao Chen, Paul M. Thompson, Francisco Xavier Castellanos, Chao-Gan Yan:
A practical Alzheimer's disease classifier via brain imaging-based deep learning on 85, 721 samples. 101 - Asmaul Hosna, Ethel Merry, Jigmey Gyalmo, Zulfikar Alom, Zeyar Aung, Mohammad Abdul Azim:
Transfer learning: a friendly introduction. 102 - MohammadReza Besharati, Mohammad Izadi:
DD-KARB: data-driven compliance to quality by rule based benchmarking. 103 - Dinesh Naik, C. D. Jaidhar:
A novel Multi-Layer Attention Framework for visual description prediction using bidirectional LSTM. 104 - Shahidul Islam Khan, Abir Bin Ayub Khan, Abu Sayed Md. Latiful Hoque:
Privacy preserved incremental record linkage. 105 - Sunghyon Kyeong, Jinho Shin:
Two-stage credit scoring using Bayesian approach. 106 - Hemn Barzan Abdalla:
A brief survey on big data: technologies, terminologies and data-intensive applications. 107 - Eko Simanjuntak, Nico Surantha:
Multiple time series database on microservice architecture for IoT-based sleep monitoring system. 108 - Dibaba Adeba Debal, Tilahun Melak Sitote:
Chronic kidney disease prediction using machine learning techniques. 109 - Vladislav Karyukin, Galimkair Mutanov, Zhanl Mamykova, Gulnar Nassimova, Saule Torekul, Zhanerke Sundetova, Matteo Negri:
On the development of an information system for monitoring user opinion and its role for the public. 110 - Chrisando Ryan Pardomuan Siahaan, Andry Chowanda:
Spoofing keystroke dynamics authentication through synthetic typing pattern extracted from screen-recorded video. 111 - Faisal Khalil, Gordon Pipa:
Transforming the generative pretrained transformer into augmented business text writer. 112 - Luca Corti, Michele Zanetti, Giovanni Tricella, Maurizio Bonati:
Social media analysis of Twitter tweets related to ASD in 2019-2020, with particular attention to COVID-19: topic modelling and sentiment analysis. 113 - Dimah Hussein Alahmadi, Arwa A. Jamjoom:
Decision support system for handling control decisions and decision-maker related to supply chain. 114 - Mohammed M. Abdelgwad, Taysir Hassan A. Soliman, Ahmed I. Taloba:
Arabic aspect sentiment polarity classification using BERT. 115 - Yuan Li, Saadia Khilji, Yan Z. Mach, Jihong Chen, Qiao Li:
Chromatin state distribution of residue-specific histone acetylation in early myoblast differentiation. 116 - Sergi Nadal, Petar Jovanovic, Besim Bilalli<