A survey on data‐efficient algorithms in big data era (English)
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- Further information on Adadi, Amina:
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- New search for: Adadi, Amina
- Further information on Adadi, Amina:
- https://orcid.org/http://orcid.org/0000-0002-9697-666X
In:
Journal of Big Data
;
8
, 1
;
2021
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ISSN:
- Article (Journal) / Electronic Resource
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Title:A survey on data‐efficient algorithms in big data era
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Additional title:J Big Data
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Contributors:Adadi, Amina ( author )
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Published in:Journal of Big Data ; 8, 1
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Publisher:
- New search for: Springer International Publishing
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Place of publication:Cham
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Publication date:2021-01-26
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Licence:
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Source:
Table of contents – Volume 8, Issue 1
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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An alternative approach to dimension reduction for pareto distributed data: a case studyRoccetti, Marco / Delnevo, Giovanni / Casini, Luca / Mirri, Silvia et al. | 2021
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Multi-objective database queries in combined knapsack and set covering problem domainsMochocki, Sean A. / Lamont, Gary B. / Leishman, Robert C. / Kauffman, Kyle J. et al. | 2021
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A survey of dimension reduction and classification methods for RNA-Seq data on malaria vectorArowolo, Micheal Olaolu / Adebiyi, Marion Olubunmi / Aremu, Charity / Adebiyi, Ayodele A. et al. | 2021
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An analysis of the graph processing landscapeCoimbra, Miguel E. / Francisco, Alexandre P. / Veiga, Luís et al. | 2021
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Intrusion detection systems using long short-term memory (LSTM)Laghrissi, FatimaEzzahra / Douzi, Samira / Douzi, Khadija / Hssina, Badr et al. | 2021
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Machine learning-based mathematical modelling for prediction of social media consumer behavior using big data analyticsChaudhary, Kiran / Alam, Mansaf / Al-Rakhami, Mabrook S. / Gumaei, Abdu et al. | 2021
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Performance-efficient distributed transfer and transformation of big spatial histopathology datasets in the cloudYildirim, Esma et al. | 2021
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Real-time spatio-temporal event detection on geotagged social mediaGeorge, Yasmeen / Karunasekera, Shanika / Harwood, Aaron / Lim, Kwan Hui et al. | 2021
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Design matters in patient-level prediction: evaluation of a cohort vs. case-control design when developing predictive models in observational healthcare datasetsReps, Jenna M. / Ryan, Patrick B. / Rijnbeek, Peter R. / Schuemie, Martijn J. et al. | 2021
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Missing values compensation in duplicates detection using hot deck methodAli, Abdulrazzak / Emran, Nurul A. / Asmai, Siti A. et al. | 2021
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Improving efficiency for discovering business processes containing invisible tasks in non-free choiceSarno, Riyanarto / Sungkono, Kelly Rossa / Taufiqulsa’di, Muhammad / Darmawan, Hendra / Fahmi, Achmad / Triyana, Kuwat et al. | 2021
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Machine learning-based identification of patients with a cardiovascular defectLouridi, Nabaouia / Douzi, Samira / El Ouahidi, Bouabid et al. | 2021
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A novel multi-source information-fusion predictive framework based on deep neural networks for accuracy enhancement in stock market predictionNti, Isaac Kofi / Adekoya, Adebayo Felix / Weyori, Benjamin Asubam et al. | 2021
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SDPSO: Spark Distributed PSO-based approach for feature selection and cancer disease prognosisTadist, Khawla / Mrabti, Fatiha / Nikolov, Nikola S. / Zahi, Azeddine / Najah, Said et al. | 2021
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A survey on missing data in machine learningEmmanuel, Tlamelo / Maupong, Thabiso / Mpoeleng, Dimane / Semong, Thabo / Mphago, Banyatsang / Tabona, Oteng et al. | 2021
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A survey on data‐efficient algorithms in big data eraAdadi, Amina et al. | 2021
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Analysis and best parameters selection for person recognition based on gait model using CNN algorithm and image augmentationSaleh, Abeer Mohsin / Hamoud, Talal et al. | 2021
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Resampling imbalanced data for network intrusion detection datasetsBagui, Sikha / Li, Kunqi et al. | 2021
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Gap, techniques and evaluation: traffic flow prediction using machine learning and deep learningRazali, Noor Afiza Mat / Shamsaimon, Nuraini / Ishak, Khairul Khalil / Ramli, Suzaimah / Amran, Mohd Fahmi Mohamad / Sukardi, Sazali et al. | 2021
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Assessing survival time of heart failure patients: using Bayesian approachAshine, Tafese / Muleta, Geremew / Tadesse, Kenenisa et al. | 2021
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Machine learning concepts for correlated Big Data privacyBiswas, Sreemoyee / Khare, Nilay / Agrawal, Pragati / Jain, Priyank et al. | 2021
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An analysis of COVID-19 economic measures and attitudes: evidence from social media miningDomalewska, Dorota et al. | 2021
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Exploring big data traits and data quality dimensions for big data analytics application using partial least squares structural equation modellingWook, Muslihah / Hasbullah, Nor Asiakin / Zainudin, Norulzahrah Mohd / Jabar, Zam Zarina Abdul / Ramli, Suzaimah / Razali, Noor Afiza Mat / Yusop, Nurhafizah Moziyana Mohd et al. | 2021
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The forecast of COVID-19 spread risk at the county levelHssayeni, Murtadha D. / Chala, Arjuna / Dev, Roger / Xu, Lili / Shaw, Jesse / Furht, Borko / Ghoraani, Behnaz et al. | 2021
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Remote sensing detection enhancementMa, Tian J. et al. | 2021
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Highly accurate and efficient two phase-intrusion detection system (TP-IDS) using distributed processing of HADOOP and machine learning techniquesJadhav, Abhijit Dnyaneshwar / Pellakuri, Vidyullatha et al. | 2021
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Enhancing argumentation component classification using contextual language modelHidayaturrahman / Dave, Emmanuel / Suhartono, Derwin / Arymurthy, Aniati Murni et al. | 2021
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Predicting LQ45 financial sector indices using RNN-LSTMHansun, Seng / Young, Julio Christian et al. | 2021
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Why polls fail to predict electionsZhou, Zhenkun / Serafino, Matteo / Cohan, Luciano / Caldarelli, Guido / Makse, Hernán A. et al. | 2021
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Developing a mathematical model of the co-author recommender system using graph mining techniques and big data applicationsEbrahimi, Fezzeh / Asemi, Asefeh / Nezarat, Amin / Ko, Andrea et al. | 2021
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Optimization of air traffic management efficiency based on deep learning enriched by the long short-term memory (LSTM) and extreme learning machine (ELM)Yousefzadeh Aghdam, Mahdi / Kamel Tabbakh, Seyed Reza / Mahdavi Chabok, Seyed Javad / Kheyrabadi, Maryam et al. | 2021
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Artificial intelligence paradigm for ligand-based virtual screening on the drug discovery of type 2 diabetes mellitusBustamam, Alhadi / Hamzah, Haris / Husna, Nadya A. / Syarofina, Sarah / Dwimantara, Nalendra / Yanuar, Arry / Sarwinda, Devvi et al. | 2021
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Big data quality framework: a holistic approach to continuous quality managementTaleb, Ikbal / Serhani, Mohamed Adel / Bouhaddioui, Chafik / Dssouli, Rachida et al. | 2021
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Big data insight on global mobility during the Covid-19 pandemic lockdownSadowski, Adam / Galar, Zbigniew / Walasek, Robert / Zimon, Grzegorz / Engelseth, Per et al. | 2021
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Automatic analysis of social media images to identify disaster type and infer appropriate emergency responseAsif, Amna / Khatoon, Shaheen / Hasan, Md Maruf / Alshamari, Majed A. / Abdou, Sherif / Elsayed, Khaled Mostafa / Rashwan, Mohsen et al. | 2021
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Enhanced credit card fraud detection based on attention mechanism and LSTM deep modelBenchaji, Ibtissam / Douzi, Samira / El Ouahidi, Bouabid / Jaafari, Jaafar et al. | 2021
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IDS-attention: an efficient algorithm for intrusion detection systems using attention mechanismLaghrissi, FatimaEzzahra / Douzi, Samira / Douzi, Khadija / Hssina, Badr et al. | 2021
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Opinion mining for national security: techniques, domain applications, challenges and research opportunitiesRazali, Noor Afiza Mat / Malizan, Nur Atiqah / Hasbullah, Nor Asiakin / Wook, Muslihah / Zainuddin, Norulzahrah Mohd / Ishak, Khairul Khalil / Ramli, Suzaimah / Sukardi, Sazali et al. | 2021
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A graphical method of cumulative differences between two subpopulationsTygert, Mark et al. | 2021
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The use of knowledge extraction in predicting customer churn in B2BJamjoom, Arwa A. et al. | 2021
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A literature review on one-class classification and its potential applications in big dataSeliya, Naeem / Abdollah Zadeh, Azadeh / Khoshgoftaar, Taghi M. et al. | 2021
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Data science approach to stock prices forecasting in Indonesia during Covid-19 using Long Short-Term Memory (LSTM)Budiharto, Widodo et al. | 2021
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Review of deep learning: concepts, CNN architectures, challenges, applications, future directionsAlzubaidi, Laith / Zhang, Jinglan / Humaidi, Amjad J. / Al-Dujaili, Ayad / Duan, Ye / Al-Shamma, Omran / Santamaría, J. / Fadhel, Mohammed A. / Al-Amidie, Muthana / Farhan, Laith et al. | 2021
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Detecting web attacks using random undersampling and ensemble learnersZuech, Richard / Hancock, John / Khoshgoftaar, Taghi M. et al. | 2021
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A genetic-based pairwise trip planner recommender systemQomariyah, Nunung Nurul / Kazakov, Dimitar et al. | 2021
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A hybrid recommender system based-on link prediction for movie baskets analysisVahidi Farashah, Mohammadsadegh / Etebarian, Akbar / Azmi, Reza / Ebrahimzadeh Dastjerdi, Reza et al. | 2021
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Bayesian multilevel model on maternal mortality in EthiopiaJabessa, Shibiru / Jabessa, Dabala et al. | 2021
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Modeling and tracking Covid-19 cases using Big Data analytics on HPCC system platformVillanustre, Flavio / Chala, Arjuna / Dev, Roger / Xu, Lili / LexisNexis, Jesse Shaw / Furht, Borko / Khoshgoftaar, Taghi et al. | 2021
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User profile correlation-based similarity (UPCSim) algorithm in movie recommendation systemWidiyaningtyas, Triyanna / Hidayah, Indriana / Adji, Teguh B. et al. | 2021
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Bayesian negative binomial logit hurdle and zero-inflated model for characterizing smoking intensityWorkie, Mekuanint Simeneh / Azene, Abebaw Gedef et al. | 2021
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A survey on artificial intelligence assuranceBatarseh, Feras A. / Freeman, Laura / Huang, Chih-Hao et al. | 2021
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A graph-based big data optimization approach using hidden Markov model and constraint satisfaction problemSassi, Imad / Anter, Samir / Bekkhoucha, Abdelkrim et al. | 2021
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Text Data Augmentation for Deep LearningShorten, Connor / Khoshgoftaar, Taghi M. / Furht, Borko et al. | 2021
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Time series modeling of road traffic accidents in Amhara RegionGetahun, Kidane Alemtsega et al. | 2021
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Unsupervised feature learning-based encoder and adversarial networksSuryawati, Endang / Pardede, Hilman F. / Zilvan, Vicky / Ramdan, Ade / Krisnandi, Dikdik / Heryana, Ana / Yuwana, R. Sandra / Kusumo, R. Budiarianto Suryo / Arisal, Andria / Supianto, Ahmad Afif et al. | 2021
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Localizing hot spots in Poisson radiation data matrices: nonnegative tensor factorization and phase congruencyThomason, Michael G. / Jordan, Benjamin S. et al. | 2021
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The sleep loss insult of Spring Daylight Savings in the US is observable in Twitter activityLinnell, Kelsey / Arnold, Michael / Alshaabi, Thayer / McAndrew, Thomas / Lim, Jeanie / Dodds, Peter Sheridan / Danforth, Christopher M. et al. | 2021
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An LSTM and GRU based trading strategy adapted to the Moroccan marketTouzani, Yassine / Douzi, Khadija et al. | 2021
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Evaluation of different machine learning approaches and input text representations for multilingual classification of tweets for disease surveillance in the social webMagumba, Mark Abraham / Nabende, Peter et al. | 2021
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Multiclass emotion prediction using heart rate and virtual reality stimuliBulagang, Aaron Frederick / Mountstephens, James / Teo, Jason et al. | 2021
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Composition of weighted finite transducers in MapReduceElghadyry, Bilal / Ouardi, Faissal / Verel, Sébastien et al. | 2021
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A novel approach for learning ontology from relational database: from the construction to the evaluationBen Mahria, Bilal / Chaker, Ilham / Zahi, Azeddine et al. | 2021
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Fast cluster-based computation of exact betweenness centrality in large graphsDaniel, Cecile / Furno, Angelo / Goglia, Lorenzo / Zimeo, Eugenio et al. | 2021
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Predictive analytics using Big Data for the real estate market during the COVID-19 pandemicGrybauskas, Andrius / Pilinkienė, Vaida / Stundžienė, Alina et al. | 2021
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A novel time efficient learning-based approach for smart intrusion detection systemSeth, Sugandh / Singh, Gurvinder / Kaur Chahal, Kuljit et al. | 2021
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Towards more efficient CNN-based surgical tools classification using transfer learningJaafari, Jaafar / Douzi, Samira / Douzi, Khadija / Hssina, Badr et al. | 2021
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Normalization and outlier removal in class center-based firefly algorithm for missing value imputationNugroho, Heru / Utama, Nugraha Priya / Surendro, Kridanto et al. | 2021
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Performance testing on Transparent Data Encryption for SQL Server's reliability and efficiencyMadyatmadja, Evaristus Didik / Hakim, Aditya Nur / Sembiring, David Jumpa Malem et al. | 2021
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Dissimilarity space reinforced with manifold learning and latent space modeling for improved pattern classificationRezazadeh Hamedani, Azadeh / Moattar, Mohammad Hossein / Forghani, Yahya et al. | 2021
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Evaluation of recent advances in recommender systems on Arabic contentSrifi, Mehdi / Oussous, Ahmed / Ait Lahcen, Ayoub / Mouline, Salma et al. | 2021
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An analytics model for TelecoVAS customers’ basket clustering using ensemble learning approachVahidi Farashah, Mohammadsadegh / Etebarian, Akbar / Azmi, Reza / Ebrahimzadeh Dastjerdi, Reza et al. | 2021
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Development of a regional voice dataset and speaker classification based on machine learningIsmail, Muhammad / Memon, Shahzad / Dhomeja, Lachhman Das / Shah, Shahid Munir / Hussain, Dostdar / Rahim, Sabit / Ali, Imran et al. | 2021
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PCJ Java library as a solution to integrate HPC, Big Data and Artificial Intelligence workloadsNowicki, Marek / Górski, Łukasz / Bała, Piotr et al. | 2021
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Text based personality prediction from multiple social media data sources using pre-trained language model and model averagingChristian, Hans / Suhartono, Derwin / Chowanda, Andry / Zamli, Kamal Z. et al. | 2021
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Determining threshold value on information gain feature selection to increase speed and prediction accuracy of random forestPrasetiyowati, Maria Irmina / Maulidevi, Nur Ulfa / Surendro, Kridanto et al. | 2021
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Machine learning techniques to predict daily rainfall amountLiyew, Chalachew Muluken / Melese, Haileyesus Amsaya et al. | 2021
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Dynamic order Markov model for categorical sequence clusteringChen, Rongbo / Sun, Haojun / Chen, Lifei / Zhang, Jianfei / Wang, Shengrui et al. | 2021
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Accuracy improvements for cold-start recommendation problem using indirect relations in social networksTey, Fu Jie / Wu, Tin-Yu / Lin, Chiao-Ling / Chen, Jiann-Liang et al. | 2021
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Model fusion of deep neural networks for anomaly detectionAlDahoul, Nouar / Abdul Karim, Hezerul / Ba Wazir, Abdulaziz Saleh et al. | 2021
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Forecast of complex financial big data using model tree optimized by bilevel evolution strategySenoguchi, Junsuke et al. | 2021
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Deep learning for emotion analysis in Arabic tweetsKhalil, Enas A. Hakim / Houby, Enas M. F. El / Mohamed, Hoda Korashy et al. | 2021
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A new theoretical understanding of big data analytics capabilities in organizations: a thematic analysisSabharwal, Renu / Miah, Shah Jahan et al. | 2021
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Cyberbullying detection: advanced preprocessing techniques & deep learning architecture for Roman Urdu dataDewani, Amirita / Memon, Mohsin Ali / Bhatti, Sania et al. | 2021
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Rating prediction of peer-to-peer accommodation through attributes and topics from customer reviewSubroto, Athor / Christianis, Marcel et al. | 2021
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A GPU based multidimensional amplitude analysis to search for tetraquark candidatesSur, Nairit / Cristella, Leonardo / Di Florio, Adriano / Mastrapasqua, Vincenzo et al. | 2021
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A scalable association rule learning heuristic for large datasetsLi, Haosong / Sheu, Phillip C.-Y. et al. | 2021
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CaReAl: capturing read alignments in a BAM file rapidly and convenientlyPark, Yoomi / Seo, Heewon / Yoo, Kyunghun / Kim, Ju Han et al. | 2021
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Improving the accuracy of text classification using stemming method, a case of non-formal Indonesian conversationRianto / Mutiara, Achmad Benny / Wibowo, Eri Prasetyo / Santosa, Paulus Insap et al. | 2021
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A sample decreasing threshold greedy-based algorithm for big data summarisationLi, Teng / Shin, Hyo-Sang / Tsourdos, Antonios et al. | 2021
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Mapping and 3D modelling using quadrotor drone and GIS softwareBudiharto, Widodo / Irwansyah, Edy / Suroso, Jarot S. / Chowanda, Andry / Ngarianto, Heri / Gunawan, Alexander Agung Santoso et al. | 2021
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Exploring halal tourism tweets on social mediaFeizollah, Ali / Mostafa, Mohamed M. / Sulaiman, Ainin / Zakaria, Zalina / Firdaus, Ahmad et al. | 2021
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Unsupervised outlier detection in multidimensional dataur Rehman, Atiq / Belhaouari, Samir Brahim et al. | 2021
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Comparative analysis of deep learning image detection algorithmsSrivastava, Shrey / Divekar, Amit Vishvas / Anilkumar, Chandu / Naik, Ishika / Kulkarni, Ved / Pattabiraman, V. et al. | 2021
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Apply machine learning techniques to detect malicious network traffic in cloud computingAlshammari, Amirah / Aldribi, Abdulaziz et al. | 2021
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An empirical study on the evaluation of the RDF storage systemsBen Mahria, Bilal / Chaker, Ilham / Zahi, Azeddine et al. | 2021
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A parallelization model for performance characterization of Spark Big Data jobs on Hadoop clustersAhmed, N. / Barczak, Andre L. C. / Rashid, Mohammad A. / Susnjak, Teo et al. | 2021
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A novel feature extraction method based on highly expressed SNPs for tissue-specific gene predictionDhaliwal, Jasbir / Wagner, John et al. | 2021
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Evaluating latent content within unstructured text: an analytical methodology based on a temporal network of associated topicsCamilleri, Edwin / Miah, Shah Jahan et al. | 2021
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MuSe: a multi-level storage scheme for big RDF data using MapReduceChawla, Tanvi / Singh, Girdhari / Pilli, Emmanuel S. et al. | 2021
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Web crawling based context aware recommender system using optimized deep recurrent neural networkBoppana, Venugopal / Sandhya, P. et al. | 2021
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Integration of image segmentation and fuzzy theory to improve the accuracy of damage detection areas in traffic accidentsAmirfakhrian, Majid / Parhizkar, Mahboub et al. | 2021
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A novel community detection based genetic algorithm for feature selectionRostami, Mehrdad / Berahmand, Kamal / Forouzandeh, Saman et al. | 2021
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Bayesian zero-inflated regression model with application to under-five child mortalityWorkie, Mekuanint Simeneh / Azene, Abebaw Gedef et al. | 2021
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Designing a relational model to identify relationships between suspicious customers in anti-money laundering (AML) using social network analysis (SNA)Shaikh, Abdul Khalique / Al-Shamli, Malik / Nazir, Amril et al. | 2021
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Understanding quality of analytics trade-offs in an end-to-end machine learning-based classification system for building information modelingRyu, Minjung / Truong, Hong-Linh / Kannala, Matti et al. | 2021
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IoT Big Data provenance scheme using blockchain on Hadoop ecosystemHonar Pajooh, Houshyar / Rashid, Mohammed A. / Alam, Fakhrul / Demidenko, Serge et al. | 2021
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Efficient parallel derivation of short distinguishing sequences for nondeterministic finite state machines using MapReduceElghadyry, Bilal / Ouardi, Faissal / Lotfi, Zineb / Verel, Sébastien et al. | 2021
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A hybrid machine learning method for increasing the performance of network intrusion detection systemsMegantara, Achmad Akbar / Ahmad, Tohari et al. | 2021
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Analysis of Bayesian optimization algorithms for big data classification based on Map Reduce frameworkBanchhor, Chitrakant / Srinivasu, N. et al. | 2021
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Classification of SSVEP-based BCIs using Genetic AlgorithmSoltani, Hamideh / Einalou, Zahra / Dadgostar, Mehrdad / Maghooli, Keivan et al. | 2021
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Array databases: concepts, standards, implementationsBaumann, Peter / Misev, Dimitar / Merticariu, Vlad / Huu, Bang Pham et al. | 2021
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Detecting cybersecurity attacks across different network features and learnersLeevy, Joffrey L. / Hancock, John / Zuech, Richard / Khoshgoftaar, Taghi M. et al. | 2021
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DV-DVFS: merging data variety and DVFS technique to manage the energy consumption of big data processingAhmadvand, Hossein / Foroutan, Fouzhan / Fathy, Mahmood et al. | 2021
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Sensing and making sense of tourism flows and urban data to foster sustainability awareness: a real-world experiencePrandi, Catia / Nisi, Valentina / Ribeiro, Miguel / Nunes, Nuno et al. | 2021
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Correction to: Arabic text summarization using deep learning approachAl-Maleh, Molham / Desouki, Said et al. | 2021
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Big data fuzzy C-means algorithm based on bee colony optimization using an Apache HbaseRazavi, Seyyed Mohammad / Kahani, Mohsen / Paydar, Samad et al. | 2021
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Towards a folksonomy graph-based context-aware recommender system of annotated booksQassimi, Sara / Abdelwahed, El Hassan / Hafidi, Meriem / Qazdar, Aimad et al. | 2021
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Using social media for sub-event detection during disastersBelcastro, Loris / Marozzo, Fabrizio / Talia, Domenico / Trunfio, Paolo / Branda, Francesco / Palpanas, Themis / Imran, Muhammad et al. | 2021
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Querying knowledge graphs in natural languageLiang, Shiqi / Stockinger, Kurt / de Farias, Tarcisio Mendes / Anisimova, Maria / Gil, Manuel et al. | 2021
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A method for extracting travel patterns using data polishingHosoe, Mio / Kuwano, Masashi / Moriyama, Taku et al. | 2021
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Deep Learning applications for COVID-19Shorten, Connor / Khoshgoftaar, Taghi M. / Furht, Borko et al. | 2021
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Enhancing the quality of communication of cellular networks using big data applicationsSaeed, Mozamel Musa / Alsharidah, Mohammed et al. | 2021
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Big knowledge-based semantic correlation for detecting slow and low-level advanced persistent threatsLajevardi, Amir Mohammadzade / Amini, Morteza et al. | 2021
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Air-pollution prediction in smart city, deep learning approachBekkar, Abdellatif / Hssina, Badr / Douzi, Samira / Douzi, Khadija et al. | 2021
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Investigating the impact of pre-processing techniques and pre-trained word embeddings in detecting Arabic health information on social mediaAlbalawi, Yahya / Buckley, Jim / Nikolov, Nikola S. et al. | 2021
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Remote patient monitoring and classifying using the internet of things platform combined with cloud computingIranpak, Somayeh / Shahbahrami, Asadollah / Shakeri, Hassan et al. | 2021
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A novel sensitivity-based method for feature selectionNaik, Dayakar L. / kiran, Ravi et al. | 2021
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Class center-based firefly algorithm for handling missing dataNugroho, Heru / Utama, Nugraha Priya / Surendro, Kridanto et al. | 2021
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A survey on bandwidth-aware geo-distributed frameworks for big-data analyticsBergui, Mohammed / Najah, Said / Nikolov, Nikola S. et al. | 2021
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Testing coverage criteria for optimized deep belief network with search and rescueJammalamadaka, Kiran / Parveen, Nikhat et al. | 2021
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Cursor movement detection in brain-computer-interface systems using the K-means clustering method and LSVMMohammadi, Leila / Einalou, Zahra / Hosseinzadeh, Hamidreza / Dadgostar, Mehrdad et al. | 2021
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Novel sensitivity method for evaluating the first derivative of the feed-forward neural network outputsKiran, Ravi / Naik, Dayakar L. et al. | 2021
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A survey on generative adversarial networks for imbalance problems in computer vision tasksSampath, Vignesh / Maurtua, Iñaki / Aguilar Martín, Juan José / Gutierrez, Aitor et al. | 2021
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Optimized hybrid investigative based dimensionality reduction methods for malaria vector using KNN classifierArowolo, Micheal Olaolu / Adebiyi, Marion Olubunmi / Adebiyi, Ayodele Ariyo / Olugbara, Oludayo et al. | 2021
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Leveraging fine-grained mobile data for churn detection through Essence Random ForestColot, Christian / Baecke, Philippe / Linden, Isabelle et al. | 2021
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Modelling customers credit card behaviour using bidirectional LSTM neural networksAla’raj, Maher / Abbod, Maysam F. / Majdalawieh, Munir et al. | 2021
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Investigating rarity in web attacks with ensemble learnersZuech, Richard / Hancock, John / Khoshgoftaar, Taghi M. et al. | 2021
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A data value metric for quantifying information content and utilityNoshad, Morteza / Choi, Jerome / Sun, Yuming / Hero, Alfred / Dinov, Ivo D. et al. | 2021
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Analyzing Bangkok city taxi ride: reforming fares for profit sustainability using big data driven modelPhiboonbanakit, Thananut / Horanont, Teerayut et al. | 2021
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Sleep stage classification using extreme learning machine and particle swarm optimization for healthcare big dataSurantha, Nico / Lesmana, Tri Fennia / Isa, Sani Muhamad et al. | 2021
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CoPart: a context-based partitioning technique for big dataMigliorini, Sara / Belussi, Alberto / Quintarelli, Elisa / Carra, Damiano et al. | 2021
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Minimum threshold determination method based on dataset characteristics in association rule miningHikmawati, Erna / Maulidevi, Nur Ulfa / Surendro, Kridanto et al. | 2021
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Domain randomization for neural network classificationValtchev, Svetozar Zarko / Wu, Jianhong et al. | 2021
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Cumulative deviation of a subpopulation from the full populationTygert, Mark et al. | 2021
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Separable convolutional neural networks for facial expressions recognitionChowanda, Andry et al. | 2021
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Video block and FABEMD features for an effective and fast method of reporting near-duplicate and mirroring videosAdoui El Ouadrhiri, Abderrahmane / Jai-Andaloussi, Said / Ouchetto, Ouail et al. | 2021
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DaLiF: a data lifecycle framework for data-driven governmentsShah, Syed Iftikhar Hussain / Peristeras, Vassilios / Magnisalis, Ioannis et al. | 2021
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Examining the impact of cross-domain learning on crime predictionBappee, Fateha Khanam / Soares, Amilcar / Petry, Lucas May / Matwin, Stan et al. | 2021
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Prediction of chemoresistance trait of cancer cell lines using machine learning algorithms and systems biology analysisAtaei, Atousa / Majidi, Niloufar Seyed / Zahiri, Javad / Rostami, Mehrdad / Arab, S. Shahriar / Rizvanov, Albert A. et al. | 2021
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The LRA Workbench: an IDE for efficient REST API composition through linked metadataSerrano, Diego / Stroulia, Eleni et al. | 2021
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VEDAS: an efficient GPU alternative for store and query of large RDF data setsMakpaisit, Pisit / Chantrapornchai, Chantana et al. | 2021
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Exploration of the investment patterns of potential retail banking customers using two-stage cluster analysisKovács, Tibor / Ko, Andrea / Asemi, Asefeh et al. | 2021
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Annotating and detecting topics in social media forum and modelling the annotation to derive directions-a case studyAthira, B. / Jones, Josette / Idicula, Sumam Mary / Kulanthaivel, Anand / Zhang, Enming et al. | 2021
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A reconstruction error-based framework for label noise detectionSalekshahrezaee, Zahra / Leevy, Joffrey L. / Khoshgoftaar, Taghi M. et al. | 2021
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Ontology generation for flight safety messages in air traffic managementYousefzadeh Aghdam, Mahdi / Kamel Tabbakh, Seyed Reza / Mahdavi Chabok, Seyed Javad / kheyrabadi, Maryam et al. | 2021
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Assessing the accuracy of record linkages with Markov chain based Monte Carlo simulation approachHaque, Shovanur / Mengersen, Kerrie / Stern, Steven et al. | 2021
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Evaluation of the effectiveness and efficiency of state-of-the-art features and models for automatic speech recognition error detectionEl Hannani, Asmaa / Errattahi, Rahhal / Salmam, Fatima Zahra / Hain, Thomas / Ouahmane, Hassan et al. | 2021
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Designing a Permissioned Blockchain Network for the Halal Industry using Hyperledger Fabric with multiple channels and the raft consensus mechanismSurjandari, Isti / Yusuf, Harman / Laoh, Enrico / Maulida, Rayi et al. | 2021
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Stable bagging feature selection on medical dataAlelyani, Salem et al. | 2021
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The effect of driver variables on the estimation of bivariate probability density of peak loads in long-term horizonKaheh, Zohreh / Shabanzadeh, Morteza et al. | 2021
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A distributed Content-Based Video Retrieval system for large datasetsSaoudi, El Mehdi / Jai-Andaloussi, Said et al. | 2021