Works matching IS 21961115 AND DT 2020 AND VI 7 AND IP 1

Results: 112

Correction to: Cooperative co‑evolution for feature selection in Big Data with random feature grouping.

Published in:

2020

By:

Rashid, A. N. M. Bazlur;
Ahmed, Mohiuddin;
Sikos, Leslie F.;
Haskell‑Dowland, Paul

Publication type:

Correction Notice

A comprehensive performance analysis of Apache Hadoop and Apache Spark for large scale data sets using HiBench.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00388-5

By:

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

Publication type:

Article

Arabic text summarization using deep learning approach.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00386-7

By:

Al-Maleh, Molham;
Desouki, Said

Publication type:

Article

Predictors of outpatients' no-show: big data analytics using apache spark.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00384-9

By:

Daghistani, Tahani;
AlGhamdi, Huda;
Alshammari, Riyad;
AlHazme, Raed H.

Publication type:

Article

Cooperative co-evolution for feature selection in Big Data with random feature grouping.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00381-y

By:

Rashid, A. N. M. Bazlur;
Ahmed, Mohiuddin;
Sikos, Leslie F.;
Haskell-Dowland, Paul

Publication type:

Article

Flight delay prediction based on deep learning and Levenberg-Marquart algorithm.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00380-z

By:

Yazdi, Maryam Farshchian;
Kamel, Seyed Reza;
Chabok, Seyyed Javad Mahdavi;
Kheirabadi, Maryam

Publication type:

Article

Performance Analysis of Intrusion Detection Systems Using a Feature Selection Method on the UNSW-NB15 Dataset.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00379-6

By:

Kasongo, Sydney M.;
Sun, Yanxia

Publication type:

Article

A survey and analysis of intrusion detection models based on CSE-CIC-IDS2018 Big Data.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00382-x

By:

Leevy, Joffrey L.;
Khoshgoftaar, Taghi M.

Publication type:

Article

Big data actionable intelligence architecture.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00378-7

By:

Ma, Tian J.;
Garcia, Rudy J.;
Danford, Forest;
Patrizi, Laura;
Galasso, Jennifer;
Loyd, Jason

Publication type:

Article

Automatic LIDAR building segmentation based on DGCNN and euclidean clustering.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00374-x

By:

Gamal, Ahmad;
Wibisono, Ari;
Wicaksono, Satrio Bagus;
Abyan, Muhammad Alvin;
Hamid, Nur;
Wisesa, Hanif Arif;
Jatmiko, Wisnu;
Ardhianto, Ronny

Publication type:

Article

Comparison of sort algorithms in Hadoop and PCJ.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00376-9

By:

Nowicki, Marek

Publication type:

Article

Deep learning accelerators: a case study with MAESTRO.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00377-8

By:

Bolhasani, Hamidreza;
Jassbi, Somayyeh Jafarali

Publication type:

Article

Utilizing technologies of fog computing in educational IoT systems: privacy, security, and agility perspective.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00372-z

By:

Adel, Amr

Publication type:

Article

A robust machine learning approach to SDG data segmentation.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00373-y

By:

Mwitondi, Kassim S.;
Munyakazi, Isaac;
Gatsheni, Barnabas N.

Publication type:

Article

Support vector machine based feature extraction for gender recognition from objects using lasso classifier.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00371-0

By:

Galla, Damodara Krishna Kishore;
Mukamalla, Babu Reddy;
Chegireddy, Rama Prakasha Reddy

Publication type:

Article

Assessing data quality from the Clinical Practice Research Datalink: a methodological approach applied to the full blood count blood test.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00375-w

By:

Virdee, Pradeep S.;
Fuller, Alice;
Jacobs, Michael;
Holt, Tim;
Birks, Jacqueline

Publication type:

Article

A data model for enhanced data comparability across multiple organizations.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00370-1

By:

Obilikwu, Patrick;
Ogbuju, Emeka

Publication type:

Article

CatBoost for big data: an interdisciplinary review.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00369-8

By:

Hancock, John T.;
Khoshgoftaar, Taghi M.

Publication type:

Article

Uncovering trend-based research insights on teaching and learning in big data.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00368-9

By:

Park, Young-Eun

Publication type:

Article

A survey of methods supporting cyber situational awareness in the context of smart cities.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00363-0

By:

Neshenko, Nataliia;
Nader, Christelle;
Bou-Harb, Elias;
Furht, Borko

Publication type:

Article

Regularized Simple Graph Convolution (SGC) for improved interpretability of large datasets.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00366-x

By:

Pho, Phuong;
Mantzaris, Alexander V.

Publication type:

Article

Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00364-z

By:

Suhartono, Derwin;
Gema, Aryo Pradipta;
Winton, Suhendro;
David, Theodorus;
Fanany, Mohamad Ivan;
Arymurthy, Aniati Murni

Publication type:

Article

A predictive noise correction methodology for manufacturing process datasets.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00367-w

By:

Oleghe, Omogbai

Publication type:

Article

Deep anomaly detection through visual attention in surveillance videos.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00365-y

By:

Nasaruddin, Nasaruddin;
Muchtar, Kahlil;
Afdhal, Afdhal;
Dwiyantoro, Alvin Prayuda Juniarta

Publication type:

Article

Convergence of artificial intelligence and high performance computing on NSF-supported cyberinfrastructure.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00361-2

By:

Huerta, E. A.;
Khan, Asad;
Davis, Edward;
Bushell, Colleen;
Gropp, William D.;
Katz, Daniel S.;
Kindratenko, Volodymyr;
Koric, Seid;
Kramer, William T. C.;
McGinty, Brendan;
McHenry, Kenton;
Saxton, Aaron

Publication type:

Article

Efficient verification of parallel matrix multiplication in public cloud: the MapReduce case.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00362-1

By:

Bagheri, Ramtin;
Amini, Morteza;
Dolatnezhad Samarin, Somayeh

Publication type:

Article

Distance variable improvement of time-series big data stream evaluation.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00359-w

By:

Wibisono, Ari;
Mursanto, Petrus;
Adibah, Jihan;
Bayu, Wendy D. W. T.;
Rizki, May Iffah;
Hasani, Lintang Matahari;
Ahli, Valian Fil

Publication type:

Article

Real-time monitoring of traffic parameters.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00358-x

By:

Khazukov, Kirill;
Shepelev, Vladimir;
Karpeta, Tatiana;
Shabiev, Salavat;
Slobodin, Ivan;
Charbadze, Irakli;
Alferova, Irina

Publication type:

Article

A novel method of constrained feature selection by the measurement of pairwise constraints uncertainty.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00352-3

By:

Rostami, Mehrdad;
Berahmand, Kamal;
Forouzandeh, Saman

Publication type:

Article

Sandbox security model for Hadoop file system.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00356-z

By:

Gousiya Begum;
Huq, S. Zahoor Ul;
Kumar, A. P. Siva

Publication type:

Article

Composing high-level stream processing pipelines.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00353-2

By:

Mahapatra, Tanmaya

Publication type:

Article

Reversible data hiding with segmented secrets and smoothed samples in various audio genres.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00360-3

By:

Ahmad, Tohari;
Samudra, Yoga

Publication type:

Article

Predictability analysis of the Pound's Brexit exchange rates based on Google Trends data.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00337-2

By:

Mavragani, Amaryllis;
Gkillas, Konstantinos;
Tsagarakis, Konstantinos P.

Publication type:

Article

Using Big Data-machine learning models for diabetes prediction and flight delays analytics.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00355-0

By:

Nibareke, Thérence;
Laassiri, Jalal

Publication type:

Article

DHPV: a distributed algorithm for large-scale graph partitioning.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00357-y

By:

Adoni, Wilfried Yves Hamilton;
Nahhal, Tarik;
Krichen, Moez;
El byed, Abdeltif;
Assayad, Ismail

Publication type:

Article

Deep learning-based question answering system for intelligent humanoid robot.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00341-6

By:

Budiharto, Widodo;
Andreas, Vincent;
Gunawan, Alexander Agung Santoso

Publication type:

Article

Learning in the presence of concept recurrence in data stream clustering.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00354-1

By:

Namitha, K.;
Santhosh Kumar, G.

Publication type:

Article

A set theory based similarity measure for text clustering and classification.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00344-3

By:

Amer, Ali A.;
Abdalla, Hassan I.

Publication type:

Article

Survey on RNN and CRF models for de-identification of medical free text.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00351-4

By:

Leevy, Joffrey L.;
Khoshgoftaar, Taghi M.;
Villanustre, Flavio

Publication type:

Article

Large-scale forecasting of information spreading.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00350-5

By:

Severiukhina, Oksana;
Kesarev, Sergey;
Bochenina, Klavdiya;
Boukhanovsky, Alexander;
Lees, Michael H.;
Sloot, Peter M. A.

Publication type:

Article

Impact of rail transit station proximity to commercial property prices: utilizing big data in urban real estate.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00348-z

By:

Berawi, Mohammed Ali;
Miraj, Perdana;
Saroji, Gunawan;
Sari, Mustika

Publication type:

Article

Boosting methods for multi-class imbalanced data classification: an experimental review.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00349-y

By:

Tanha, Jafar;
Abdi, Yousef;
Samadi, Negin;
Razzaghi, Nazila;
Asadpour, Mohammad

Publication type:

Article

Anomaly detection optimization using big data and deep learning to reduce false-positive.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00346-1

By:

Al Jallad, Khloud;
Aljnidi, Mohamad;
Desouki, Mohammad Said

Publication type:

Article

Traditional food knowledge of Indonesia: a new high-quality food dataset and automatic recognition system.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00342-5

By:

Wibisono, Ari;
Wisesa, Hanif Arief;
Rahmadhani, Zulia Putri;
Fahira, Puteri Khatya;
Mursanto, Petrus;
Jatmiko, Wisnu

Publication type:

Article

Multi Region-Based Feature Connected Layer (RB-FCL) of deep learning models for bone age assessment.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00347-0

By:

Wibisono, Ari;
Mursanto, Petrus

Publication type:

Article

Short-term stock market price trend prediction using a comprehensive deep learning system.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00333-6

By:

Shen, Jingyi;
Shafiq, M. Omair

Publication type:

Article

Prediction of probable backorder scenarios in the supply chain using Distributed Random Forest and Gradient Boosting Machine learning techniques.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00345-2

By:

Islam, Samiul;
Amin, Saman Hassanzadeh

Publication type:

Article

Using machine learning techniques to predict the cost of repairing hard failures in underground fiber optics networks.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00343-4

By:

Nyarko-Boateng, Owusu;
Adekoya, Adebayo Felix;
Weyori, Benjamin Asubam

Publication type:

Article

The best statistical model to estimate predictors of under-five mortality in Ethiopia.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00339-0

By:

Fenta, Setegn Muche;
Fenta, Haile Mekonnen;
Ayenew, Girum Meseret

Publication type:

Article

S-RASTER: contraction clustering for evolving data streams.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00336-3

By:

Ulm, Gregor;
Smith, Simon;
Nilsson, Adrian;
Gustavsson, Emil;
Jirstrand, Mats

Publication type:

Article