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Journal

Journal of Big Data

Journal of Big Data 1/2021

Issue 1/2021

Table of Contents ( 125 Articles )

01-12-2021 | Research | Issue 1/2021 Open Access

Analysis and best parameters selection for person recognition based on gait model using CNN algorithm and image augmentation

Abeer Mohsin Saleh, Talal Hamoud

01-12-2021 | Research | Issue 1/2021 Open Access

A novel community detection based genetic algorithm for feature selection

Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh

01-12-2021 | Research | Issue 1/2021 Open Access

Querying knowledge graphs in natural language

Shiqi Liang, Kurt Stockinger, Tarcisio Mendes de Farias, Maria Anisimova, Manuel Gil

01-12-2021 | Research | Issue 1/2021 Open Access

Bayesian zero-inflated regression model with application to under-five child mortality

Mekuanint Simeneh Workie, Abebaw Gedef Azene

01-12-2021 | Research | Issue 1/2021 Open Access

Evaluation of the effectiveness and efficiency of state-of-the-art features and models for automatic speech recognition error detection

Asmaa El Hannani, Rahhal Errattahi, Fatima Zahra Salmam, Thomas Hain, Hassan Ouahmane

01-12-2021 | Research | Issue 1/2021 Open Access

Resampling imbalanced data for network intrusion detection datasets

Sikha Bagui, Kunqi Li

01-12-2021 | Research | Issue 1/2021 Open Access

Analyzing Bangkok city taxi ride: reforming fares for profit sustainability using big data driven model

Thananut Phiboonbanakit, Teerayut Horanont

01-12-2021 | Methodology | Issue 1/2021 Open Access

Assessing the accuracy of record linkages with Markov chain based Monte Carlo simulation approach

Shovanur Haque, Kerrie Mengersen, Steven Stern

01-12-2021 | Research | Issue 1/2021 Open Access

Rating prediction of peer-to-peer accommodation through attributes and topics from customer review

Athor Subroto, Marcel Christianis

01-12-2021 | Research | Issue 1/2021 Open Access

Designing a Permissioned Blockchain Network for the Halal Industry using Hyperledger Fabric with multiple channels and the raft consensus mechanism

Isti Surjandari, Harman Yusuf, Enrico Laoh, Rayi Maulida

01-12-2021 | Research | Issue 1/2021 Open Access

Stable bagging feature selection on medical data

Salem Alelyani

01-12-2021 | Short Report | Issue 1/2021 Open Access

Multiclass emotion prediction using heart rate and virtual reality stimuli

Aaron Frederick Bulagang, James Mountstephens, Jason Teo

01-12-2021 | Research | Issue 1/2021 Open Access

A method for extracting travel patterns using data polishing

Mio Hosoe, Masashi Kuwano, Taku Moriyama

01-12-2021 | Research | Issue 1/2021 Open Access

Sleep stage classification using extreme learning machine and particle swarm optimization for healthcare big data

Nico Surantha, Tri Fennia Lesmana, Sani Muhamad Isa

01-12-2021 | Research | Issue 1/2021 Open Access

The effect of driver variables on the estimation of bivariate probability density of peak loads in long-term horizon

Zohreh Kaheh, Morteza Shabanzadeh

01-12-2021 | Methodology | Issue 1/2021 Open Access

A GPU based multidimensional amplitude analysis to search for tetraquark candidates

Nairit Sur, Leonardo Cristella, Adriano Di Florio, Vincenzo Mastrapasqua

01-12-2021 | Research | Issue 1/2021 Open Access

A novel multi-source information-fusion predictive framework based on deep neural networks for accuracy enhancement in stock market prediction

Isaac Kofi Nti, Adebayo Felix Adekoya, Benjamin Asubam Weyori

01-12-2021 | Survey Paper | Issue 1/2021 Open Access

Deep Learning applications for COVID-19

Connor Shorten, Taghi M. Khoshgoftaar, Borko Furht

01-12-2021 | Research | Issue 1/2021 Open Access

SDPSO: Spark Distributed PSO-based approach for feature selection and cancer disease prognosis

Khawla Tadist, Fatiha Mrabti, Nikola S. Nikolov, Azeddine Zahi, Said Najah

01-12-2021 | Research | Issue 1/2021 Open Access

Designing a relational model to identify relationships between suspicious customers in anti-money laundering (AML) using social network analysis (SNA)

Abdul Khalique Shaikh, Malik Al-Shamli, Amril Nazir

01-12-2021 | Research | Issue 1/2021 Open Access

CoPart: a context-based partitioning technique for big data

Sara Migliorini, Alberto Belussi, Elisa Quintarelli, Damiano Carra

01-12-2021 | Research | Issue 1/2021 Open Access

Composition of weighted finite transducers in MapReduce

Bilal Elghadyry, Faissal Ouardi, Sébastien Verel

01-12-2021 | Research | Issue 1/2021 Open Access

CaReAl: capturing read alignments in a BAM file rapidly and conveniently

Yoomi Park, Heewon Seo, Kyunghun Yoo, Ju Han Kim

01-12-2021 | Survey Paper | Issue 1/2021 Open Access

A survey on data‐efficient algorithms in big data era

Amina Adadi

01-12-2021 | Research | Issue 1/2021 Open Access

A novel approach for learning ontology from relational database: from the construction to the evaluation

Bilal Ben Mahria, Ilham Chaker, Azeddine Zahi

01-12-2021 | Short Report | Issue 1/2021 Open Access

Improving the accuracy of text classification using stemming method, a case of non-formal Indonesian conversation

Rianto, Achmad Benny Mutiara, Eri Prasetyo Wibowo, Paulus Insap Santosa

01-12-2021 | Survey Paper | Issue 1/2021 Open Access

A survey on generative adversarial networks for imbalance problems in computer vision tasks

Vignesh Sampath, Iñaki Maurtua, Juan José Aguilar Martín, Aitor Gutierrez

01-12-2021 | Survey Paper | Issue 1/2021 Open Access

Array databases: concepts, standards, implementations

Peter Baumann, Dimitar Misev, Vlad Merticariu, Bang Pham Huu

01-12-2021 | Research | Issue 1/2021 Open Access

Optimized hybrid investigative based dimensionality reduction methods for malaria vector using KNN classifier

Micheal Olaolu Arowolo, Marion Olubunmi Adebiyi, Ayodele Ariyo Adebiyi, Oludayo Olugbara

01-12-2021 | Research | Issue 1/2021 Open Access

A sample decreasing threshold greedy-based algorithm for big data summarisation

Teng Li, Hyo-Sang Shin, Antonios Tsourdos

01-12-2021 | Research | Issue 1/2021 Open Access

Understanding quality of analytics trade-offs in an end-to-end machine learning-based classification system for building information modeling

Minjung Ryu, Hong-Linh Truong, Matti Kannala

01-12-2021 | Research | Issue 1/2021 Open Access

A hybrid recommender system based-on link prediction for movie baskets analysis

Mohammadsadegh Vahidi Farashah, Akbar Etebarian, Reza Azmi, Reza Ebrahimzadeh Dastjerdi

01-12-2021 | Methodology | Issue 1/2021 Open Access

Modeling and tracking Covid-19 cases using Big Data analytics on HPCC system platform

Flavio Villanustre, Arjuna Chala, Roger Dev, Lili Xu, Jesse Shaw LexisNexis, Borko Furht, Taghi Khoshgoftaar

01-12-2021 | Research | Issue 1/2021 Open Access

Bayesian multilevel model on maternal mortality in Ethiopia

Shibiru Jabessa, Dabala Jabessa

01-12-2021 | Research | Issue 1/2021 Open Access

Evaluation of recent advances in recommender systems on Arabic content

Mehdi Srifi, Ahmed Oussous, Ayoub Ait Lahcen, Salma Mouline

01-12-2021 | Research | Issue 1/2021 Open Access

An analytics model for TelecoVAS customers’ basket clustering using ensemble learning approach

Mohammadsadegh Vahidi Farashah, Akbar Etebarian, Reza Azmi, Reza Ebrahimzadeh Dastjerdi

01-12-2021 | Research | Issue 1/2021 Open Access

Class center-based firefly algorithm for handling missing data

Heru Nugroho, Nugraha Priya Utama, Kridanto Surendro

01-12-2021 | Research | Issue 1/2021 Open Access

Detecting cybersecurity attacks across different network features and learners

Joffrey L. Leevy, John Hancock, Richard Zuech, Taghi M. Khoshgoftaar

01-12-2021 | Research | Issue 1/2021 Open Access

An alternative approach to dimension reduction for pareto distributed data: a case study

Marco Roccetti, Giovanni Delnevo, Luca Casini, Silvia Mirri

01-12-2021 | Survey Paper | Issue 1/2021 Open Access

A survey on bandwidth-aware geo-distributed frameworks for big-data analytics

Mohammed Bergui, Said Najah, Nikola S. Nikolov

01-12-2021 | Research | Issue 1/2021 Open Access

Annotating and detecting topics in social media forum and modelling the annotation to derive directions-a case study

B. Athira, Josette Jones, Sumam Mary Idicula, Anand Kulanthaivel, Enming Zhang

01-12-2021 | Research | Issue 1/2021 Open Access

An analysis of COVID-19 economic measures and attitudes: evidence from social media mining

Dorota Domalewska

01-12-2021 | Research | Issue 1/2021 Open Access

Development of a regional voice dataset and speaker classification based on machine learning

Muhammad Ismail, Shahzad Memon, Lachhman Das Dhomeja, Shahid Munir Shah, Dostdar Hussain, Sabit Rahim, Imran Ali

01-12-2021 | Research | Issue 1/2021 Open Access

Developing a mathematical model of the co-author recommender system using graph mining techniques and big data applications

Fezzeh Ebrahimi, Asefeh Asemi, Amin Nezarat, Andrea Ko

01-12-2021 | Research | Issue 1/2021 Open Access

DV-DVFS: merging data variety and DVFS technique to manage the energy consumption of big data processing

Hossein Ahmadvand, Fouzhan Foroutan, Mahmood Fathy

01-12-2021 | Methodology | Issue 1/2021 Open Access

Multi-objective database queries in combined knapsack and set covering problem domains

Sean A. Mochocki, Gary B. Lamont, Robert C. Leishman, Kyle J. Kauffman

01-12-2021 | Research | Issue 1/2021 Open Access

Data science approach to stock prices forecasting in Indonesia during Covid-19 using Long Short-Term Memory (LSTM)

Widodo Budiharto

01-12-2021 | Research | Issue 1/2021 Open Access

Mapping and 3D modelling using quadrotor drone and GIS software

Widodo Budiharto, Edy Irwansyah, Jarot S. Suroso, Andry Chowanda, Heri Ngarianto, Alexander Agung Santoso Gunawan

01-12-2021 | Research | Issue 1/2021 Open Access

Exploring big data traits and data quality dimensions for big data analytics application using partial least squares structural equation modelling

Muslihah Wook, Nor Asiakin Hasbullah, Norulzahrah Mohd Zainudin, Zam Zarina Abdul Jabar, Suzaimah Ramli, Noor Afiza Mat Razali, Nurhafizah Moziyana Mohd Yusop

01-12-2021 | Survey Paper | Issue 1/2021 Open Access

A survey of dimension reduction and classification methods for RNA-Seq data on malaria vector

Micheal Olaolu Arowolo, Marion Olubunmi Adebiyi, Charity Aremu, Ayodele A. Adebiyi

01-12-2021 | Research | Issue 1/2021 Open Access

Sensing and making sense of tourism flows and urban data to foster sustainability awareness: a real-world experience

Catia Prandi, Valentina Nisi, Miguel Ribeiro, Nuno Nunes

01-12-2021 | Research | Issue 1/2021 Open Access

User profile correlation-based similarity (UPCSim) algorithm in movie recommendation system

Triyanna Widiyaningtyas, Indriana Hidayah, Teguh B. Adji

01-12-2021 | Survey Paper | Issue 1/2021 Open Access

Review of deep learning: concepts, CNN architectures, challenges, applications, future directions

Laith Alzubaidi, Jinglan Zhang, Amjad J. Humaidi, Ayad Al-Dujaili, Ye Duan, Omran Al-Shamma, J. Santamaría, Mohammed A. Fadhel, Muthana Al-Amidie, Laith Farhan

01-12-2021 | Research | Issue 1/2021 Open Access

Optimization of air traffic management efficiency based on deep learning enriched by the long short-term memory (LSTM) and extreme learning machine (ELM)

Mahdi Yousefzadeh Aghdam, Seyed Reza Kamel Tabbakh, Seyed Javad Mahdavi Chabok, Maryam Kheyrabadi

01-12-2021 | Survey Paper | Issue 1/2021 Open Access

An analysis of the graph processing landscape

Miguel E. Coimbra, Alexandre P. Francisco, Luís Veiga

01-12-2021 | Correction | Issue 1/2021 Open Access

Correction to: Arabic text summarization using deep learning approach

Molham Al-Maleh, Said Desouki

01-12-2021 | Research | Issue 1/2021 Open Access

A reconstruction error-based framework for label noise detection

Zahra Salekshahrezaee, Joffrey L. Leevy, Taghi M. Khoshgoftaar

01-12-2021 | Research | Issue 1/2021 Open Access

Bayesian negative binomial logit hurdle and zero-inflated model for characterizing smoking intensity

Mekuanint Simeneh Workie, Abebaw Gedef Azene

01-12-2021 | Research | Issue 1/2021 Open Access

Testing coverage criteria for optimized deep belief network with search and rescue

Kiran Jammalamadaka, Nikhat Parveen

01-12-2021 | Survey Paper | Issue 1/2021 Open Access

A survey on artificial intelligence assurance

Feras A. Batarseh, Laura Freeman, Chih-Hao Huang

01-12-2021 | Research | Issue 1/2021 Open Access

Ontology generation for flight safety messages in air traffic management

Mahdi Yousefzadeh Aghdam, Seyed Reza Kamel Tabbakh, Seyed Javad Mahdavi Chabok, Maryam kheyrabadi

01-12-2021 | Research | Issue 1/2021 Open Access

PCJ Java library as a solution to integrate HPC, Big Data and Artificial Intelligence workloads

Marek Nowicki, Łukasz Górski, Piotr Bała

01-12-2021 | Research | Issue 1/2021 Open Access

Leveraging fine-grained mobile data for churn detection through Essence Random Forest

Christian Colot, Philippe Baecke, Isabelle Linden

01-12-2021 | Research | Issue 1/2021 Open Access

Big data fuzzy C-means algorithm based on bee colony optimization using an Apache Hbase

Seyyed Mohammad Razavi, Mohsen Kahani, Samad Paydar

01-12-2021 | Research | Issue 1/2021 Open Access

Intrusion detection systems using long short-term memory (LSTM)

FatimaEzzahra Laghrissi, Samira Douzi, Khadija Douzi, Badr Hssina

01-12-2021 | Research | Issue 1/2021 Open Access

Comparative analysis of deep learning image detection algorithms

Shrey Srivastava, Amit Vishvas Divekar, Chandu Anilkumar, Ishika Naik, Ved Kulkarni, V. Pattabiraman

01-12-2021 | Research | Issue 1/2021 Open Access

Towards a folksonomy graph-based context-aware recommender system of annotated books

Sara Qassimi, El Hassan Abdelwahed, Meriem Hafidi, Aimad Qazdar

01-12-2021 | Research | Issue 1/2021 Open Access

Text based personality prediction from multiple social media data sources using pre-trained language model and model averaging

Hans Christian, Derwin Suhartono, Andry Chowanda, Kamal Z. Zamli

01-12-2021 | Research | Issue 1/2021 Open Access

Modelling customers credit card behaviour using bidirectional LSTM neural networks

Maher Ala’raj, Maysam F. Abbod, Munir Majdalawieh

01-12-2021 | Research | Issue 1/2021 Open Access

Cursor movement detection in brain-computer-interface systems using the K-means clustering method and LSVM

Leila Mohammadi, Zahra Einalou, Hamidreza Hosseinzadeh, Mehrdad Dadgostar

01-12-2021 | Research | Issue 1/2021 Open Access

Investigating rarity in web attacks with ensemble learners

Richard Zuech, John Hancock, Taghi M. Khoshgoftaar

01-12-2021 | Research | Issue 1/2021 Open Access

Exploring halal tourism tweets on social media

Ali Feizollah, Mohamed M. Mostafa, Ainin Sulaiman, Zalina Zakaria, Ahmad Firdaus

01-12-2021 | Research | Issue 1/2021 Open Access

Machine learning-based mathematical modelling for prediction of social media consumer behavior using big data analytics

Kiran Chaudhary, Mansaf Alam, Mabrook S. Al-Rakhami, Abdu Gumaei

01-12-2021 | Research | Issue 1/2021 Open Access

Artificial intelligence paradigm for ligand-based virtual screening on the drug discovery of type 2 diabetes mellitus

Alhadi Bustamam, Haris Hamzah, Nadya A. Husna, Sarah Syarofina, Nalendra Dwimantara, Arry Yanuar, Devvi Sarwinda

01-12-2021 | Research | Issue 1/2021 Open Access

Detecting web attacks using random undersampling and ensemble learners

Richard Zuech, John Hancock, Taghi M. Khoshgoftaar

01-12-2021 | Research | Issue 1/2021 Open Access

Big data quality framework: a holistic approach to continuous quality management

Ikbal Taleb, Mohamed Adel Serhani, Chafik Bouhaddioui, Rachida Dssouli

01-12-2021 | Research | Issue 1/2021 Open Access

A genetic-based pairwise trip planner recommender system

Nunung Nurul Qomariyah, Dimitar Kazakov

01-12-2021 | Research | Issue 1/2021 Open Access

Big data insight on global mobility during the Covid-19 pandemic lockdown

Adam Sadowski, Zbigniew Galar, Robert Walasek, Grzegorz Zimon, Per Engelseth

01-12-2021 | Research | Issue 1/2021 Open Access

Using social media for sub-event detection during disasters

Loris Belcastro, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio, Francesco Branda, Themis Palpanas, Muhammad Imran

01-12-2021 | Research | Issue 1/2021 Open Access

Unsupervised outlier detection in multidimensional data

Atiq ur Rehman, Samir Brahim Belhaouari

01-12-2021 | Research | Issue 1/2021 Open Access

Analysis of Bayesian optimization algorithms for big data classification based on Map Reduce framework

Chitrakant Banchhor, N. Srinivasu

01-12-2021 | Research | Issue 1/2021 Open Access

A data value metric for quantifying information content and utility

Morteza Noshad, Jerome Choi, Yuming Sun, Alfred Hero III, Ivo D. Dinov

01-12-2021 | Research | Issue 1/2021 Open Access

Automatic analysis of social media images to identify disaster type and infer appropriate emergency response

Amna Asif, Shaheen Khatoon, Md Maruf Hasan, Majed A. Alshamari, Sherif Abdou, Khaled Mostafa Elsayed, Mohsen Rashwan

01-12-2021 | Research | Issue 1/2021 Open Access

Determining threshold value on information gain feature selection to increase speed and prediction accuracy of random forest

Maria Irmina Prasetiyowati, Nur Ulfa Maulidevi, Kridanto Surendro

01-12-2021 | Research | Issue 1/2021 Open Access

Classification of SSVEP-based BCIs using Genetic Algorithm

Hamideh Soltani, Zahra Einalou, Mehrdad Dadgostar, Keivan Maghooli

01-12-2021 | Research | Issue 1/2021 Open Access

A scalable association rule learning heuristic for large datasets

Haosong Li, Phillip C.-Y. Sheu

01-12-2021 | Research | Issue 1/2021 Open Access

A distributed Content-Based Video Retrieval system for large datasets

El Mehdi Saoudi, Said Jai-Andaloussi

01-12-2021 | Research | Issue 1/2021 Open Access

Novel sensitivity method for evaluating the first derivative of the feed-forward neural network outputs

Ravi Kiran, Dayakar L. Naik

01-12-2021 | Research | Issue 1/2021 Open Access

DaLiF: a data lifecycle framework for data-driven governments

Syed Iftikhar Hussain Shah, Vassilios Peristeras, Ioannis Magnisalis

01-12-2021 | Research | Issue 1/2021 Open Access

Apply machine learning techniques to detect malicious network traffic in cloud computing

Amirah Alshammari, Abdulaziz Aldribi

01-12-2021 | Research | Issue 1/2021 Open Access

Real-time spatio-temporal event detection on geotagged social media

Yasmeen George, Shanika Karunasekera, Aaron Harwood, Kwan Hui Lim

01-12-2021 | Research | Issue 1/2021 Open Access

Fast cluster-based computation of exact betweenness centrality in large graphs

Cecile Daniel, Angelo Furno, Lorenzo Goglia, Eugenio Zimeo

01-12-2021 | Research | Issue 1/2021 Open Access

A graph-based big data optimization approach using hidden Markov model and constraint satisfaction problem

Imad Sassi, Samir Anter, Abdelkrim Bekkhoucha

01-12-2021 | Research | Issue 1/2021 Open Access

Domain randomization for neural network classification

Svetozar Zarko Valtchev, Jianhong Wu

01-12-2021 | Research | Issue 1/2021 Open Access

Investigating the impact of pre-processing techniques and pre-trained word embeddings in detecting Arabic health information on social media

Yahya Albalawi, Jim Buckley, Nikola S. Nikolov

01-12-2021 | Research | Issue 1/2021 Open Access

Examining the impact of cross-domain learning on crime prediction

Fateha Khanam Bappee, Amilcar Soares, Lucas May Petry, Stan Matwin

01-12-2021 | Research | Issue 1/2021 Open Access

Prediction of chemoresistance trait of cancer cell lines using machine learning algorithms and systems biology analysis

Atousa Ataei, Niloufar Seyed Majidi, Javad Zahiri, Mehrdad Rostami, S. Shahriar Arab, Albert A. Rizvanov

01-12-2021 | Research | Issue 1/2021 Open Access

Accuracy improvements for cold-start recommendation problem using indirect relations in social networks

Fu Jie Tey, Tin-Yu Wu, Chiao-Ling Lin, Jiann-Liang Chen

01-12-2021 | Research | Issue 1/2021 Open Access

The forecast of COVID-19 spread risk at the county level

Murtadha D. Hssayeni, Arjuna Chala, Roger Dev, Lili Xu, Jesse Shaw, Borko Furht, Behnaz Ghoraani

01-12-2021 | Research | Issue 1/2021 Open Access

An empirical study on the evaluation of the RDF storage systems

Bilal Ben Mahria, Ilham Chaker, Azeddine Zahi

01-12-2021 | Survey Paper | Issue 1/2021 Open Access

Text Data Augmentation for Deep Learning

Connor Shorten, Taghi M. Khoshgoftaar, Borko Furht

01-12-2021 | Research | Issue 1/2021 Open Access

Time series modeling of road traffic accidents in Amhara Region

Kidane Alemtsega Getahun

01-12-2021 | Research | Issue 1/2021 Open Access

Enhancing argumentation component classification using contextual language model

Hidayaturrahman, Emmanuel Dave, Derwin Suhartono, Aniati Murni Arymurthy

01-12-2021 | Research | Issue 1/2021 Open Access

Predicting LQ45 financial sector indices using RNN-LSTM

Seng Hansun, Julio Christian Young

01-12-2021 | Research | Issue 1/2021 Open Access

Predictive analytics using Big Data for the real estate market during the COVID-19 pandemic

Andrius Grybauskas, Vaida Pilinkienė, Alina Stundžienė

01-12-2021 | Research | Issue 1/2021 Open Access

Model fusion of deep neural networks for anomaly detection

Nouar AlDahoul, Hezerul Abdul Karim, Abdulaziz Saleh Ba Wazir

01-12-2021 | Research | Issue 1/2021 Open Access

A parallelization model for performance characterization of Spark Big Data jobs on Hadoop clusters

N. Ahmed, Andre L. C. Barczak, Mohammad A. Rashid, Teo Susnjak

01-12-2021 | Research | Issue 1/2021 Open Access

Design matters in patient-level prediction: evaluation of a cohort vs. case-control design when developing predictive models in observational healthcare datasets

Jenna M. Reps, Patrick B. Ryan, Peter R. Rijnbeek, Martijn J. Schuemie

01-12-2021 | Research | Issue 1/2021 Open Access

A novel feature extraction method based on highly expressed SNPs for tissue-specific gene prediction

Jasbir Dhaliwal, John Wagner

01-12-2021 | Research | Issue 1/2021 Open Access

The use of knowledge extraction in predicting customer churn in B2B

Arwa A. Jamjoom

01-12-2021 | Research | Issue 1/2021 Open Access

A novel time efficient learning-based approach for smart intrusion detection system

Sugandh Seth, Gurvinder Singh, Kuljit Kaur Chahal

01-12-2021 | Research | Issue 1/2021 Open Access

Missing values compensation in duplicates detection using hot deck method

Abdulrazzak Ali, Nurul A. Emran, Siti A. Asmai

01-12-2021 | Research | Issue 1/2021 Open Access

Improving efficiency for discovering business processes containing invisible tasks in non-free choice

Riyanarto Sarno, Kelly Rossa Sungkono, Muhammad Taufiqulsa’di, Hendra Darmawan, Achmad Fahmi, Kuwat Triyana

01-12-2021 | Research | Issue 1/2021 Open Access

IoT Big Data provenance scheme using blockchain on Hadoop ecosystem

Houshyar Honar Pajooh, Mohammed A. Rashid, Fakhrul Alam, Serge Demidenko

01-12-2021 | Research | Issue 1/2021 Open Access

Towards more efficient CNN-based surgical tools classification using transfer learning

Jaafar Jaafari, Samira Douzi, Khadija Douzi, Badr Hssina

01-12-2021 | Research | Issue 1/2021 Open Access

Forecast of complex financial big data using model tree optimized by bilevel evolution strategy

Junsuke Senoguchi

01-12-2021 | Methodology | Issue 1/2021 Open Access

Cumulative deviation of a subpopulation from the full population

Mark Tygert

01-12-2021 | Research | Issue 1/2021 Open Access

Unsupervised feature learning-based encoder and adversarial networks

Endang Suryawati, Hilman F. Pardede, Vicky Zilvan, Ade Ramdan, Dikdik Krisnandi, Ana Heryana, R. Sandra Yuwana, R. Budiarianto Suryo Kusumo, Andria Arisal, Ahmad Afif Supianto

01-12-2021 | Research | Issue 1/2021 Open Access

Localizing hot spots in Poisson radiation data matrices: nonnegative tensor factorization and phase congruency

Michael G. Thomason, Benjamin S. Jordan

01-12-2021 | Research | Issue 1/2021 Open Access

Remote patient monitoring and classifying using the internet of things platform combined with cloud computing

Somayeh Iranpak, Asadollah Shahbahrami, Hassan Shakeri

01-12-2021 | Research | Issue 1/2021 Open Access

The sleep loss insult of Spring Daylight Savings in the US is observable in Twitter activity

Kelsey Linnell, Michael Arnold, Thayer Alshaabi, Thomas McAndrew, Jeanie Lim, Peter Sheridan Dodds, Christopher M. Danforth

01-12-2021 | Survey Paper | Issue 1/2021 Open Access

A literature review on one-class classification and its potential applications in big data

Naeem Seliya, Azadeh Abdollah Zadeh, Taghi M. Khoshgoftaar

01-12-2021 | Research | Issue 1/2021 Open Access

The LRA Workbench: an IDE for efficient REST API composition through linked metadata

Diego Serrano, Eleni Stroulia

01-12-2021 | Methodology | Issue 1/2021 Open Access

Evaluating latent content within unstructured text: an analytical methodology based on a temporal network of associated topics

Edwin Camilleri, Shah Jahan Miah

01-12-2021 | Research | Issue 1/2021 Open Access

VEDAS: an efficient GPU alternative for store and query of large RDF data sets

Pisit Makpaisit, Chantana Chantrapornchai

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