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Journal of Big Data, Volume 8
Volume 8, Number 1, December 2021
- Abeer Mohsin Saleh
, Talal Hamoud:
Analysis and best parameters selection for person recognition based on gait model using CNN algorithm and image augmentation. 1 - Mehrdad Rostami
A novel community detection based genetic algorithm for feature selection. 2 - Shiqi Liang, Kurt Stockinger, Tarcisio Mendes de Farias
Querying knowledge graphs in natural language. 3 - Mekuanint Simeneh Workie
Bayesian zero-inflated regression model with application to under-five child mortality. 4 - Asmaa El Hannani
Evaluation of the effectiveness and efficiency of state-of-the-art features and models for automatic speech recognition error detection. 5 - Sikha Bagui
Resampling imbalanced data for network intrusion detection datasets. 6 - Thananut Phiboonbanakit
Analyzing Bangkok city taxi ride: reforming fares for profit sustainability using big data driven model. 7 - Shovanur Haque, Kerrie L. Mengersen, Steven E. Stern
Assessing the accuracy of record linkages with Markov chain based Monte Carlo simulation approach. 8 - Athor Subroto
Rating prediction of peer-to-peer accommodation through attributes and topics from customer review. 9 - Isti Surjandari, Harman Yusuf, Enrico Laoh
Designing a Permissioned Blockchain Network for the Halal Industry using Hyperledger Fabric with multiple channels and the raft consensus mechanism. 10 - Amina Adadi
A survey on data-efficient algorithms in big data era. 1-54 - Yoomi Park, Heewon Seo
CaReAl: capturing read alignments in a BAM file rapidly and conveniently. 1-8 - Bilal Elghadyry
Composition of weighted finite transducers in MapReduce. 1-15 - Sara Migliorini
CoPart: a context-based partitioning technique for big data. 1-28 - Abdul Khalique Shaikh
Designing a relational model to identify relationships between suspicious customers in anti-money laundering (AML) using social network analysis (SNA). 1-22 - Khawla Tadist
SDPSO: Spark Distributed PSO-based approach for feature selection and cancer disease prognosis. 1-22 - Connor Shorten
Deep Learning applications for COVID-19. 1-54 - Isaac Kofi Nti
A novel multi-source information-fusion predictive framework based on deep neural networks for accuracy enhancement in stock market prediction. 1-28 - Nairit Sur
A GPU based multidimensional amplitude analysis to search for tetraquark candidates. 1-19 - Zohreh Kaheh
The effect of driver variables on the estimation of bivariate probability density of peak loads in long-term horizon. 1-17 - Nico Surantha
Sleep stage classification using extreme learning machine and particle swarm optimization for healthcare big data. 1-17 - Mio Hosoe
A method for extracting travel patterns using data polishing. 1-22 - Aaron Frederick Bulagang, James Mountstephens, Jason Teo
Multiclass emotion prediction using heart rate and virtual reality stimuli. 1-12 - Salem Alelyani
Stable bagging feature selection on medical data. 1-18 - Bilal Ben Mahria
A novel approach for learning ontology from relational database: from the construction to the evaluation. 25 - Rianto
Improving the accuracy of text classification using stemming method, a case of non-formal Indonesian conversation. 26 - Vignesh Sampath
A survey on generative adversarial networks for imbalance problems in computer vision tasks. 27 - Peter Baumann
Array databases: concepts, standards, implementations. 28 - Micheal Olaolu Arowolo
Optimized hybrid investigative based dimensionality reduction methods for malaria vector using KNN classifier. 29 - Teng Li, Hyo-Sang Shin
A sample decreasing threshold greedy-based algorithm for big data summarisation. 30 - Minjung Ryu, Hong Linh Truong
Understanding quality of analytics trade-offs in an end-to-end machine learning-based classification system for building information modeling. 31 - Mohammadsadegh Vahidi Farashah
A hybrid recommender system based-on link prediction for movie baskets analysis. 32 - Flavio Villanustre
Modeling and tracking Covid-19 cases using Big Data analytics on HPCC system platformm. 33 - Dorota Domalewska
An analysis of COVID-19 economic measures and attitudes: evidence from social media mining. 1-14 - B. Athira
Annotating and detecting topics in social media forum and modelling the annotation to derive directions-a case study. 1-23 - Mohammed Bergui
A survey on bandwidth-aware geo-distributed frameworks for big-data analytics. 1-26 - Marco Roccetti
An alternative approach to dimension reduction for pareto distributed data: a case study. 1-23 - Joffrey L. Leevy
Detecting cybersecurity attacks across different network features and learners. 1-29 - Heru Nugroho
Class center-based firefly algorithm for handling missing data. 1-14 - Mohammadsadegh Vahidi Farashah
An analytics model for TelecoVAS customers' basket clustering using ensemble learning approach. 1-24 - Mehdi Srifi
Evaluation of recent advances in recommender systems on Arabic content. 1-19 - Shibiru Jabessa
Bayesian multilevel model on maternal mortality in Ethiopia. 1-17 - Muhammad Ismail
Development of a regional voice dataset and speaker classification based on machine learning. 43 - Fezzeh Ebrahimi
Developing a mathematical model of the co-author recommender system using graph mining techniques and big data applications. 44 - Hossein Ahmadvand
DV-DVFS: merging data variety and DVFS technique to manage the energy consumption of big data processing. 45 - Sean A. Mochocki
Multi-objective database queries in combined knapsack and set covering problem domains. 46 - Triyanna Widyaningtyas
User profile correlation-based similarity (UPCSim) algorithm in movie recommendation system. 1-21 - Catia Prandi
Sensing and making sense of tourism flows and urban data to foster sustainability awareness: a real-world experience. 1-25 - Micheal Olaolu Arowolo
A survey of dimension reduction and classification methods for RNA-Seq data on malaria vector. 1-17 - Muslihah Wook
Exploring big data traits and data quality dimensions for big data analytics application using partial least squares structural equation modelling. 1-15 - Widodo Budiharto
Mapping and 3D modelling using quadrotor drone and GIS software. 1-12 - Widodo Budiharto
Data science approach to stock prices forecasting in Indonesia during Covid-19 using Long Short-Term Memory (LSTM). 1-9 - Laith Alzubaidi
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions. 53 - Mahdi Yousefzadeh Aghdam, Seyed Reza Kamel Tabbakh
Optimization of air traffic management efficiency based on deep learning enriched by the long short-term memory (LSTM) and extreme learning machine (ELM). 54 - Miguel E. Coimbra
An analysis of the graph processing landscape. 55 - Molham Al-Maleh, Said Desouki:
Correction to: Arabic text summarization using deep learning approach. 56 - Christian Colot
Leveraging fine-grained mobile data for churn detection through Essence Random Forest. 1-26 - Marek Nowicki
PCJ Java library as a solution to integrate HPC, Big Data and Artificial Intelligence workloads. 1-21 - Mahdi Yousefzadeh Aghdam, Seyed Reza Kamel Tabbakh
Ontology generation for flight safety messages in air traffic management. 1-21 - Feras A. Batarseh
A survey on artificial intelligence assurance. 1-30 - Kiran Jammalamadaka, Nikhat Parveen
Testing coverage criteria for optimized deep belief network with search and rescue. 1-20 - Mekuanint Simeneh Workie
Bayesian negative binomial logit hurdle and zero-inflated model for characterizing smoking intensity. 1-20 - Zahra Salekshahrezaee
A reconstruction error-based framework for label noise detection. 1-16 - Seyyed Mohammad Razavi, Mohsen Kahani
Big data fuzzy C-means algorithm based on bee colony optimization using an Apache Hbase. 64 - FatimaEzzahra Laghrissi
Intrusion detection systems using long short-term memory (LSTM). 65 - Shrey Srivastava, Amit Vishvas Divekar, Chandu Anilkumar, Ishika Naik, Ved Kulkarni, V. Pattabiraman:
Comparative analysis of deep learning image detection algorithms. 66 - Sara Qassimi
Towards a folksonomy graph-based context-aware recommender system of annotated books. 67 - Hans Christian, Derwin Suhartono
Text based personality prediction from multiple social media data sources using pre-trained language model and model averaging. 68 - Maher Ala'raj
Modelling customers credit card behaviour using bidirectional LSTM neural networks. 69 - Kiran Chaudhary
Machine learning-based mathematical modelling for prediction of social media consumer behavior using big data analytics. 73 - Alhadi Bustamam
Artificial intelligence paradigm for ligand-based virtual screening on the drug discovery of type 2 diabetes mellitus. 74 - Richard Zuech
Detecting web attacks using random undersampling and ensemble learners. 75 - Ikbal Taleb
Big data quality framework: a holistic approach to continuous quality management. 76 - Nunung Nurul Qomariyah
A genetic-based pairwise trip planner recommender system. 77 - Adam Sadowski, Zbigniew Galar
Big data insight on global mobility during the Covid-19 pandemic lockdown. 78 - Loris Belcastro
Using social media for sub-event detection during disasters. 79 - Atiq ur Rehman
Unsupervised outlier detection in multidimensional data. 80 - Chitrakant Banchhor, N. Srinivasu:
Analysis of Bayesian optimization algorithms for big data classification based on Map Reduce framework. 81 - Morteza Noshad, Jerome Choi, Yuming Sun, Alfred O. Hero III, Ivo D. Dinov
A data value metric for quantifying information content and utility. 82 - Amna Asif
Automatic analysis of social media images to identify disaster type and infer appropriate emergency response. 83 - Maria Irmina Prasetiyowati
Determining threshold value on information gain feature selection to increase speed and prediction accuracy of random forest. 84 - Hamideh Soltani, Zahra Einalou, Mehrdad Dadgostar, Keivan Maghooli:
Classification of SSVEP-based BCIs using Genetic Algorithm. 85 - Haosong Li, Phillip C.-Y. Sheu
A scalable association rule learning heuristic for large datasets. 86 - El Mehdi Saoudi
A distributed Content-Based Video Retrieval system for large datasets. 87 - Ravi Kiran
Novel sensitivity method for evaluating the first derivative of the feed-forward neural network outputs. 88 - Syed Iftikhar Hussain Shah
DaLiF: a data lifecycle framework for data-driven governments. 89 - Amirah Alshammari
Apply machine learning techniques to detect malicious network traffic in cloud computing. 90 - Yasmeen M. George
Real-time spatio-temporal event detection on geotagged social media. 91 - Cecile Daniel
Fast cluster-based computation of exact betweenness centrality in large graphs. 92 - Imad Sassi
A graph-based big data optimization approach using hidden Markov model and constraint satisfaction problem. 93 - Svetozar Zarko Valtchev
Domain randomization for neural network classification. 94 - Yahya Albalawi
Investigating the impact of pre-processing techniques and pre-trained word embeddings in detecting Arabic health information on social media. 95 - Fateha Khanam Bappee
Examining the impact of cross-domain learning on crime prediction. 96 - Atousa Ataei, Niloufar Seyed Majidi
Prediction of chemoresistance trait of cancer cell lines using machine learning algorithms and systems biology analysis. 97 - Fu Jie Tey, Tin-Yu Wu, Chiao-Ling Lin, Jiann-Liang Chen:
Accuracy improvements for cold-start recommendation problem using indirect relations in social networks. 98 - Murtadha D. Hssayeni, Arjuna Chala, Roger Dev, Lili Xu, Jesse Shaw, Borko Furht, Behnaz Ghoraani
The forecast of COVID-19 spread risk at the county level. 99 - Bilal Ben Mahria
An empirical study on the evaluation of the RDF storage systems. 100 - Connor Shorten
Text Data Augmentation for Deep Learning. 101 - Kidane Alemtsega Getahun
Time series modeling of road traffic accidents in Amhara Region. 102 - Hidayaturrahman
Enhancing argumentation component classification using contextual language model. 103 - Seng Hansun
Predicting LQ45 financial sector indices using RNN-LSTM. 104 - Andrius Grybauskas
Predictive analytics using Big Data for the real estate market during the COVID-19 pandemic. 105 - Nouar AlDahoul
Model fusion of deep neural networks for anomaly detection. 106 - Nasim Ahmed
A parallelization model for performance characterization of Spark Big Data jobs on Hadoop clusters. 107 - Jenna Marie Reps
Design matters in patient-level prediction: evaluation of a cohort vs. case-control design when developing predictive models in observational healthcare datasets. 108 - Jasbir Dhaliwal, John Wagner:
A novel feature extraction method based on highly expressed SNPs for tissue-specific gene prediction. 109 - Arwa A. Jamjoom
The use of knowledge extraction in predicting customer churn in B2B. 110 - Sugandh Seth
A novel time efficient learning-based approach for smart intrusion detection system. 111 - Abdulrazzak Ali
Missing values compensation in duplicates detection using hot deck method. 112 - Riyanarto Sarno, Kelly Rossa Sungkono, Muhammad Taufiqulsa'di, Hendra Darmawan, Achmad Fahmi, Kuwat Triyana
Improving efficiency for discovering business processes containing invisible tasks in non-free choice. 113 - Houshyar Honar Pajooh
IoT Big Data provenance scheme using blockchain on Hadoop ecosystem. 114 - Jaafar Jaafari
Towards more efficient CNN-based surgical tools classification using transfer learning. 115 - Junsuke Senoguchi
Forecast of complex financial big data using model tree optimized by bilevel evolution strategy. 116 - Mark Tygert
Cumulative deviation of a subpopulation from the full population. 117 - Endang Suryawati
Unsupervised feature learning-based encoder and adversarial networks. 118 - Michael G. Thomason
Localizing hot spots in Poisson radiation data matrices: nonnegative tensor factorization and phase congruency. 119 - Somayeh Iranpak, Asadollah Shahbahrami
Remote patient monitoring and classifying using the internet of things platform combined with cloud computing. 120 - Kelsey Linnell
The sleep loss insult of Spring Daylight Savings in the US is observable in Twitter activity. 121 - Naeem Seliya, Azadeh Abdollah Zadeh, Taghi M. Khoshgoftaar:
A literature review on one-class classification and its potential applications in big data. 122 - Diego Serrano
The LRA Workbench: an IDE for efficient REST API composition through linked metadata. 123 - Edwin Camilleri
Evaluating latent content within unstructured text: an analytical methodology based on a temporal network of associated topics. 124 - Pisit Makpaisit, Chantana Chantrapornchai
VEDAS: an efficient GPU alternative for store and query of large RDF data sets. 125 - Yassine Touzani
An LSTM and GRU based trading strategy adapted to the Moroccan market. 126 - Tian J. Ma:
Remote sensing detection enhancement. 127 - Dayakar L. Naik, Ravi Kiran
A novel sensitivity-based method for feature selection. 128 - Heru Nugroho
Normalization and outlier removal in class center-based firefly algorithm for missing value imputation. 129 - Tanvi Chawla
MuSe: a multi-level storage scheme for big RDF data using MapReduce. 130 - Abhijit Dnyaneshwar Jadhav
Highly accurate and efficient two phase-intrusion detection system (TP-IDS) using distributed processing of HADOOP and machine learning techniques. 131 - Andry Chowanda
Separable convolutional neural networks for facial expressions recognition. 132 - Nabaouia Louridi
Machine learning-based identification of patients with a cardiovascular defect. 133 - Evaristus Didik Madyatmadja
Performance testing on Transparent Data Encryption for SQL Server's reliability and efficiency. 134 - Azadeh Rezazadeh Hamedani, Mohammad Hossein Moattar
Dissimilarity space reinforced with manifold learning and latent space modeling for improved pattern classification. 135 - Enas A. Hakim Khalil
Deep learning for emotion analysis in Arabic tweets. 136 - Zhenkun Zhou
Why polls fail to predict elections. 137 - Abderrahmane Adoui El Ouadrhiri
Video block and FABEMD features for an effective and fast method of reporting near-duplicate and mirroring videos. 138 - Mark Abraham Magumba
Evaluation of different machine learning approaches and input text representations for multilingual classification of tweets for disease surveillance in the social web. 139 - Tlamelo Emmanuel
A survey on missing data in machine learning. 140 - Tibor Kovács
Exploration of the investment patterns of potential retail banking customers using two-stage cluster analysis. 141 - Achmad Akbar Megantara, Tohari Ahmad
A hybrid machine learning method for increasing the performance of network intrusion detection systems. 142 - Mozamel M. Saeed
Enhancing the quality of communication of cellular networks using big data applications. 143 - Venugopal Boppana, P. Sandhya:
Web crawling based context aware recommender system using optimized deep recurrent neural network. 144 - Bilal Elghadyry
Efficient parallel derivation of short distinguishing sequences for nondeterministic finite state machines using MapReduce. 145 - Erna Hikmawati
Minimum threshold determination method based on dataset characteristics in association rule mining. 146 - Majid Amirfakhrian, Mahboub Parhizkar
Integration of image segmentation and fuzzy theory to improve the accuracy of damage detection areas in traffic accidents. 147 - Amir Mohammadzade Lajevardi
Big knowledge-based semantic correlation for detecting slow and low-level advanced persistent threats. 148 - FatimaEzzahra Laghrissi
IDS-attention: an efficient algorithm for intrusion detection systems using attention mechanism. 149 - Mat Razali Noor Afiza
Opinion mining for national security: techniques, domain applications, challenges and research opportunities. 150 - Ibtissam Benchaji
Enhanced credit card fraud detection based on attention mechanism and LSTM deep model. 151 - Mat Razali Noor Afiza
Gap, techniques and evaluation: traffic flow prediction using machine learning and deep learning. 152 - Chalachew Muluken Liyew
Machine learning techniques to predict daily rainfall amount. 153 - Rongbo Chen
Dynamic order Markov model for categorical sequence clustering. 154 - Esma Yildirim
Performance-efficient distributed transfer and transformation of big spatial histopathology datasets in the cloud. 155 - Tafese Ashine
Assessing survival time of heart failure patients: using Bayesian approach. 156 - Sreemoyee Biswas
Machine learning concepts for correlated Big Data privacy. 157 - Mark Tygert
A graphical method of cumulative differences between two subpopulations. 158 - Renu Sabharwal, Shah Jahan Miah
A new theoretical understanding of big data analytics capabilities in organizations: a thematic analysis. 159 - Amirita Dewani
Cyberbullying detection: advanced preprocessing techniques & deep learning architecture for Roman Urdu data. 160 - Abdellatif Bekkar
Air-pollution prediction in smart city, deep learning approach. 161 - Leila Mohammadi, Zahra Einalou, Hamidreza Hosseinzadeh, Mehrdad Dadgostar:
Cursor movement detection in brain-computer-interface systems using the K-means clustering method and$ 70. 71 - Ali Feizollah
Exploring halal tourism tweets on social media. 72
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