Works matching IS 21961115 AND DT 2021 AND VI 8 AND IP 1

Results: 160

Cyberbullying detection: advanced preprocessing techniques & deep learning architecture for Roman Urdu data.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00550-7

By:

Dewani, Amirita;
Memon, Mohsin Ali;
Bhatti, Sania

Publication type:

Article

Air-pollution prediction in smart city, deep learning approach.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00548-1

By:

Bekkar, Abdellatif;
Hssina, Badr;
Douzi, Samira;
Douzi, Khadija

Publication type:

Article

A new theoretical understanding of big data analytics capabilities in organizations: a thematic analysis.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00543-6

By:

Sabharwal, Renu;
Miah, Shah Jahan

Publication type:

Article

Machine learning techniques to predict daily rainfall amount.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00545-4

By:

Liyew, Chalachew Muluken;
Melese, Haileyesus Amsaya

Publication type:

Article

Machine learning concepts for correlated Big Data privacy.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00530-x

By:

Biswas, Sreemoyee;
Khare, Nilay;
Agrawal, Pragati;
Jain, Priyank

Publication type:

Article

Assessing survival time of heart failure patients: using Bayesian approach.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00537-4

By:

Ashine, Tafese;
Muleta, Geremew;
Tadesse, Kenenisa

Publication type:

Article

Dynamic order Markov model for categorical sequence clustering.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00547-2

By:

Chen, Rongbo;
Sun, Haojun;
Chen, Lifei;
Zhang, Jianfei;
Wang, Shengrui

Publication type:

Article

Performance-efficient distributed transfer and transformation of big spatial histopathology datasets in the cloud.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00546-3

By:

Yildirim, Esma

Publication type:

Article

A graphical method of cumulative differences between two subpopulations.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00540-9

By:

Tygert, Mark

Publication type:

Article

Gap, techniques and evaluation: traffic flow prediction using machine learning and deep learning.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00542-7

By:

Razali, Noor Afiza Mat;
Shamsaimon, Nuraini;
Ishak, Khairul Khalil;
Ramli, Suzaimah;
Amran, Mohd Fahmi Mohamad;
Sukardi, Sazali

Publication type:

Article

Enhanced credit card fraud detection based on attention mechanism and LSTM deep model.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00541-8

By:

Benchaji, Ibtissam;
Douzi, Samira;
El Ouahidi, Bouabid;
Jaafari, Jaafar

Publication type:

Article

Opinion mining for national security: techniques, domain applications, challenges and research opportunities.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00536-5

By:

Razali, Noor Afiza Mat;
Malizan, Nur Atiqah;
Hasbullah, Nor Asiakin;
Wook, Muslihah;
Zainuddin, Norulzahrah Mohd;
Ishak, Khairul Khalil;
Ramli, Suzaimah;
Sukardi, Sazali

Publication type:

Article

IDS-attention: an efficient algorithm for intrusion detection systems using attention mechanism.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00544-5

By:

Laghrissi, FatimaEzzahra;
Douzi, Samira;
Douzi, Khadija;
Hssina, Badr

Publication type:

Article

Big knowledge-based semantic correlation for detecting slow and low-level advanced persistent threats.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00532-9

By:

Lajevardi, Amir Mohammadzade;
Amini, Morteza

Publication type:

Article

Integration of image segmentation and fuzzy theory to improve the accuracy of damage detection areas in traffic accidents.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00539-2

By:

Amirfakhrian, Majid;
Parhizkar, Mahboub

Publication type:

Article

Minimum threshold determination method based on dataset characteristics in association rule mining.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00538-3

By:

Hikmawati, Erna;
Maulidevi, Nur Ulfa;
Surendro, Kridanto

Publication type:

Article

Efficient parallel derivation of short distinguishing sequences for nondeterministic finite state machines using MapReduce.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00535-6

By:

Elghadyry, Bilal;
Ouardi, Faissal;
Lotfi, Zineb;
Verel, Sébastien

Publication type:

Article

Web crawling based context aware recommender system using optimized deep recurrent neural network.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00534-7

By:

Boppana, Venugopal;
Sandhya, P.

Publication type:

Article

Enhancing the quality of communication of cellular networks using big data applications.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00533-8

By:

Saeed, Mozamel Musa;
Alsharidah, Mohammed

Publication type:

Article

A hybrid machine learning method for increasing the performance of network intrusion detection systems.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00531-w

By:

Megantara, Achmad Akbar;
Ahmad, Tohari

Publication type:

Article

Exploration of the investment patterns of potential retail banking customers using two-stage cluster analysis.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00529-4

By:

Kovács, Tibor;
Ko, Andrea;
Asemi, Asefeh

Publication type:

Article

A survey on missing data in machine learning.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00516-9

By:

Emmanuel, Tlamelo;
Maupong, Thabiso;
Mpoeleng, Dimane;
Semong, Thabo;
Mphago, Banyatsang;
Tabona, Oteng

Publication type:

Article

Evaluation of different machine learning approaches and input text representations for multilingual classification of tweets for disease surveillance in the social web.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00528-5

By:

Magumba, Mark Abraham;
Nabende, Peter

Publication type:

Article

Video block and FABEMD features for an effective and fast method of reporting near-duplicate and mirroring videos.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00526-7

By:

Adoui El Ouadrhiri, Abderrahmane;
Jai-Andaloussi, Said;
Ouchetto, Ouail

Publication type:

Article

Why polls fail to predict elections.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00525-8

By:

Zhou, Zhenkun;
Serafino, Matteo;
Cohan, Luciano;
Caldarelli, Guido;
Makse, Hernán A.

Publication type:

Article

Deep learning for emotion analysis in Arabic tweets.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00523-w

By:

Khalil, Enas A. Hakim;
Houby, Enas M. F. El;
Mohamed, Hoda Korashy

Publication type:

Article

Dissimilarity space reinforced with manifold learning and latent space modeling for improved pattern classification.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00527-6

By:

Rezazadeh Hamedani, Azadeh;
Moattar, Mohammad Hossein;
Forghani, Yahya

Publication type:

Article

Performance testing on Transparent Data Encryption for SQL Server's reliability and efficiency.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00520-z

By:

Madyatmadja, Evaristus Didik;
Hakim, Aditya Nur;
Sembiring, David Jumpa Malem

Publication type:

Article

Machine learning-based identification of patients with a cardiovascular defect.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00524-9

By:

Louridi, Nabaouia;
Douzi, Samira;
El Ouahidi, Bouabid

Publication type:

Article

Separable convolutional neural networks for facial expressions recognition.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00522-x

By:

Chowanda, Andry

Publication type:

Article

Highly accurate and efficient two phase-intrusion detection system (TP-IDS) using distributed processing of HADOOP and machine learning techniques.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00521-y

By:

Jadhav, Abhijit Dnyaneshwar;
Pellakuri, Vidyullatha

Publication type:

Article

MuSe: a multi-level storage scheme for big RDF data using MapReduce.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00519-6

By:

Chawla, Tanvi;
Singh, Girdhari;
Pilli, Emmanuel S.

Publication type:

Article

Normalization and outlier removal in class center-based firefly algorithm for missing value imputation.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00518-7

By:

Nugroho, Heru;
Utama, Nugraha Priya;
Surendro, Kridanto

Publication type:

Article

A novel sensitivity-based method for feature selection.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00515-w

By:

Naik, Dayakar L.;
kiran, Ravi

Publication type:

Article

Remote sensing detection enhancement.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00517-8

By:

Ma, Tian J.

Publication type:

Article

An LSTM and GRU based trading strategy adapted to the Moroccan market.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00512-z

By:

Touzani, Yassine;
Douzi, Khadija

Publication type:

Article

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

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00513-y

By:

Makpaisit, Pisit;
Chantrapornchai, Chantana

Publication type:

Article

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

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00511-0

By:

Camilleri, Edwin;
Miah, Shah Jahan

Publication type:

Article

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

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00504-z

By:

Serrano, Diego;
Stroulia, Eleni

Publication type:

Article

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

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00514-x

By:

Seliya, Naeem;
Abdollah Zadeh, Azadeh;
Khoshgoftaar, Taghi M.

Publication type:

Article

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

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00503-0

By:

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

Publication type:

Article

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

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00507-w

By:

Iranpak, Somayeh;
Shahbahrami, Asadollah;
Shakeri, Hassan

Publication type:

Article

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

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00510-1

By:

Thomason, Michael G.;
Jordan, Benjamin S.

Publication type:

Article

Unsupervised feature learning-based encoder and adversarial networks.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00508-9

By:

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

Publication type:

Article

Cumulative deviation of a subpopulation from the full population.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00494-y

By:

Tygert, Mark

Publication type:

Article

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

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00506-x

By:

Senoguchi, Junsuke

Publication type:

Article

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

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00509-8

By:

Jaafari, Jaafar;
Douzi, Samira;
Douzi, Khadija;
Hssina, Badr

Publication type:

Article

IoT Big Data provenance scheme using blockchain on Hadoop ecosystem.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00505-y

By:

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

Publication type:

Article

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

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00487-x

By:

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

Publication type:

Article

Missing values compensation in duplicates detection using hot deck method.

Published in:

Journal of Big Data, 2021, v. 8, n. 1, p. 1, doi. 10.1186/s40537-021-00502-1

By:

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

Publication type:

Article