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Journal 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
Modeling the public attitude towards organic foods: a big data and text mining approach. 2 - Kornelia M. Batko
The use of Big Data Analytics in healthcare. 3 - Loris Belcastro
Programming big data analysis: principles and solutions. 4 - Mariam Laatifi, Samira Douzi
Machine learning approaches in Covid-19 severity risk prediction in Morocco. 5 - Joffrey L. Leevy
IoT information theft prediction using ensemble feature selection. 6 - Darshika Niranjan Koggalahewa, Yue Xu
An unsupervised method for social network spammer detection based on user information interests. 7 - Georgios Vranopoulos
Addressing big data variety using an automated approach for data characterization. 8 - Victor Lopez-Rodriguez
Modeling scientometric indicators using a statistical data ontology. 9 - Alebachew Chiche
Part of speech tagging: a systematic review of deep learning and machine learning approaches. 10 - Daniela A. Gomez-Cravioto, Ramon E. Diaz-Ramos
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
Accelerating neural network training with distributed asynchronous and selective optimization (DASO). 14 - Alvin Subakti
The performance of BERT as data representation of text clustering. 15 - Abiba Mihret Aragaw
Poisson logit hurdle model with associated factors of perinatal mortality in Ethiopia. 16 - Dinesh Naik
Semantic context driven language descriptions of videos using deep neural network. 17 - Ryan Rivas
Task-agnostic representation learning of multimodal twitter data for downstream applications. 18 - Francesca Cerruto, Stefano Cirillo
Social network data analysis to highlight privacy threats in sharing data. 19 - Muhammad Abdelhadie Al-Malla
Image captioning model using attention and object features to mimic human image understanding. 20 - Bador Al sari
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
VeilGraph: incremental graph stream processing. 23 - Emmanuel Ileberi
A machine learning based credit card fraud detection using the GA algorithm for feature selection. 24 - Tarun Gangil
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
A canonical model for seasonal climate prediction using Big Data. 27 - Risto Ojala
Motion detection and classification: ultra-fast road user detection. 28 - Shinya Mizuno
Machine learning-based turbulence-risk prediction method for the safe operation of aircrafts. 29 - Sofie Goethals
The non-linear nature of the cost of comprehensibility. 30 - Kebira Azbeg
Diabetes emergency cases identification based on a statistical predictive model. 31 - Armin Alibasic
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
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
Discovering top-weighted k-truss communities in large graphs. 36 - Gianluca Bonifazi, Enrico Corradini
Defining user spectra to classify Ethereum users based on their behavior. 37 - Wenchuan Mu, Kwan Hui Lim
A clustering-based topic model using word networks and word embeddings. 38 - Wilson Wongso
Pre-trained transformer-based language models for Sundanese. 39 - Merve Asiler, Adnan Yazici
HyGraph: a subgraph isomorphism algorithm for efficiently querying big graph databases. 40 - M. H. D. Samy Alnaimy
Expanded graph embedding for joint network alignment and link prediction. 41 - Mohammed Alweshah, Muder Almiani
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
Time-series analysis with smoothed Convolutional Neural Network. 44 - S. Thara
Social media text analytics of Malayalam-English code-mixed using deep learning. 45 - Wieslaw Cetera
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
Exploring the form of big data products and the supporting systems. 48 - Jaafar Jaafari
The impact of ensemble learning on surgical tools classification during laparoscopic cholecystectomy. 49 - Seng Hansun
Multivariate cryptocurrency prediction: comparative analysis of three recurrent neural networks approaches. 50 - Reem Salman
The stability of different aggregation techniques in ensemble feature selection. 51 - Kritbodin Phiwhorm, Charnnarong Saikaew, Carson K. Leung
Adaptive multiple imputations of missing values using the class center. 52 - Renu Sabharwal
An intelligent literature review: adopting inductive approach to define machine learning applications in the clinical domain. 53 - Sebastião Pais
NLP-based platform as a service: a brief review. 54 - Wardani Muhamad
Transforming OpenAPI Specification 3.0 documents into RDF-based semantic web services. 55 - Kimmi Kumari
Detecting Denial of Service attacks using machine learning algorithms. 56 - Moncef Garouani
Using meta-learning for automated algorithms selection and configuration: an experimental framework for industrial big data. 57 - C. G. Raji
Computational methods for predicting the outcome of thoracic transplantation. 58 - Deepjyoti Roy
A systematic review and research perspective on recommender systems. 59 - Mahboubeh Fattahi, Mohammad Hossein Moattar
Improved cost-sensitive representation of data for solving the imbalanced big data classification problem. 60 - Pavel Koupil
A unified representation and transformation of multi-model data using category theory. 61 - Mohammad Khosravi, Yalda Jabbari Moghaddam
Classification of mastoid air cells by CT scan images using deep learning method. 62 - Mariusz Pietrolaj
Neural network training with limited precision and asymmetric exponent. 63 - Kashif Ali
Big social data as a service (BSDaaS): a service composition framework for social media analysis. 64 - Prabu Kresna Putra, Rahmad Mahendra
Traffic and road conditions monitoring system using extracted information from Twitter. 65 - Wubetu Barud Demilie
Detection of fake news and hate speech for Ethiopian languages: a systematic review of the approaches. 66 - Nasim Ahmed
Runtime prediction of big data jobs: performance comparison of machine learning algorithms and analytical models. 67 - Meseret Tadesse Fetene, Haile Mekonnen Fenta
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
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
A BERTweet-based design for monitoring behaviour change based on five doors theory on coral bleaching campaign. 73 - Nabil Arhab, Mourad Oussalah
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
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
A large-scale sentiment analysis of tweets pertaining to the 2020 US presidential election. 79 - Mohammad Yani, Adila Alfa Krisnadhi
A better entity detection of question for knowledge graph question answering through extracting position-based patterns. 80 - Iyke Maduako
Deep learning for component fault detection in electricity transmission lines. 81 - K. Anoop
Readers' affect: predicting and understanding readers' emotions with deep learning. 82 - Yue Yu, Wei Sun, Jianhua Liu
Traffic flow prediction based on depthwise separable convolution fusion network. 83 - Shiqi Hui, Li Dong, Kai Zhang
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
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
Identification of mRNA vaccines and conserved ferroptosis related immune landscape for individual precision treatment in bladder cancer. 88 - Armin Lawi
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
Real-time event detection in social media streams through semantic analysis of noisy terms. 90 - Ariana Yunita
'Everything is data': towards one big data ecosystem using multiple sources of data on higher education in Indonesia. 91 - Changwu Wu
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
Machine learning approach for predicting production delays: a quarry company case study. 94 - Qing Li, Guansong Pang
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
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
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
A practical Alzheimer's disease classifier via brain imaging-based deep learning on 85, 721 samples. 101 - Asmaul Hosna
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
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
Chronic kidney disease prediction using machine learning techniques. 109 - Vladislav Karyukin
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
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
Arabic aspect sentiment polarity classification using BERT. 115 - Yuan Li
Chromatin state distribution of residue-specific histone acetylation in early myoblast differentiation. 116 - Sergi Nadal
Operationalizing and automating Data Governance. 117 - Altan Cakir
Enabling real time big data solutions for manufacturing at scale. 118 - Richard Zuech, John T. Hancock, Taghi M. Khoshgoftaar:
A new feature popularity framework for detecting cyberattacks using popular features. 119 - Asmaa F. Hassan, Sherif I. Barakat, Amira Rezk
Towards a deep learning-based outlier detection approach in the context of streaming data. 120 - Abdul Wahab Akram, Zareen Alamgir:
Distributed fuzzy clustering algorithm for mixed-mode data in Apache SPARK. 121 - Hadiseh Safdari, Caterina De Bacco
Anomaly detection and community detection in networks. 122 - Nabila Chergui, Mohand Tahar Kechadi
Data analytics for crop management: a big data view. 123 - Wubetu Barud Demilie
Detection and prevention of SQLI attacks and developing compressive framework using machine learning and hybrid techniques. 124
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