Big data in healthcare: management, analysis and future prospects (English)
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- New search for: Shakyawar, Sushil Kumar
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In:
Journal of Big Data
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6
, 1
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1-25
;
2019
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Big data in healthcare: management, analysis and future prospects
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Contributors:Dash, Sabyasachi ( author ) / Shakyawar, Sushil Kumar ( author ) / Sharma, Mohit ( author ) / Kaushik, Sandeep ( author )
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Published in:Journal of Big Data ; 6, 1 ; 1-25
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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:2019-06-19
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Size:25 pages
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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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Source:
Table of contents – Volume 6, 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.
- 1
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Big data clustering with varied density based on MapReduceHeidari, Safanaz / Alborzi, Mahmood / Radfar, Reza / Afsharkazemi, Mohammad Ali / Rajabzadeh Ghatari, Ali et al. | 2019
- 1
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A survey on driving behavior analysis in usage based insurance using big dataArumugam, Subramanian / Bhargavi, R. et al. | 2019
- 1
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Context-aware rule learning from smartphone data: survey, challenges and future directionsSarker, Iqbal H. et al. | 2019
- 1
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Ally patches for spoliation of adversarial patchesAbdel-Hakim, Alaa E. et al. | 2019
- 1
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The impact of colleges and hospitals to local real estate marketsRivas, Ryan / Patil, Dinesh / Hristidis, Vagelis / Barr, Joseph R. / Srinivasan, Narayanan et al. | 2019
- 1
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Big Data and discrimination: perils, promises and solutions. A systematic reviewFavaretto, Maddalena / De Clercq, Eva / Elger, Bernice Simone et al. | 2019
- 1
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VADA: an architecture for end user informed data preparationKonstantinou, Nikolaos / Abel, Edward / Bellomarini, Luigi / Bogatu, Alex / Civili, Cristina / Irfanie, Endri / Koehler, Martin / Mazilu, Lacramioara / Sallinger, Emanuel / Fernandes, Alvaro A. A. et al. | 2019
- 1
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Using electronic transaction data to add geographic granularity to official estimates of retail salesDumbacher, Brian / Morris, Darcy Steeg / Hogue, Carma et al. | 2019
- 1
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Advancing community detection using Keyword Attribute SearchChobe, Sanket / Zhan, Justin et al. | 2019
- 1
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Big data analysis and distributed deep learning for next-generation intrusion detection system optimizationAl Jallad, Khloud / Aljnidi, Mohamad / Desouki, Mohammad Said et al. | 2019
- 1
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Computational storage: an efficient and scalable platform for big data and HPC applicationsTorabzadehkashi, Mahdi / Rezaei, Siavash / HeydariGorji, Ali / Bobarshad, Hosein / Alves, Vladimir / Bagherzadeh, Nader et al. | 2019
- 1
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The intrinsically linked future for human and Artificial Intelligence interactionMiller, Anthony et al. | 2019
- 1
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Resolving intravoxel white matter structures in the human brain using regularized regression and clusteringHart, Andrea / Smith, Brianna / Smith, Sean / Sales, Elijah / Hernandez-Camargo, Jacqueline / Garcia, Yarlin Mayor / Zhan, Felix / Griswold, Lori / Dunkelberger, Brian / Schwob, Michael R. et al. | 2019
- 1
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Adaptive network diagram constructions for representing big data event streams on monitoring dashboardsMantzaris, Alexander V. / Walker, Thomas G. / Taylor, Cameron E. / Ehling, Dustin et al. | 2019
- 1
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STVG: an evolutionary graph framework for analyzing fast-evolving networksMaduako, Ikechukwu / Wachowicz, Monica / Hanson, Trevor et al. | 2019
- 1
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A machine learning approach to analyze customer satisfaction from airline tweetsKumar, Sachin / Zymbler, Mikhail et al. | 2019
- 1
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Large-scale e-learning recommender system based on Spark and HadoopDahdouh, Karim / Dakkak, Ahmed / Oughdir, Lahcen / Ibriz, Abdelali et al. | 2019
- 1
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Data mining combined to the multicriteria decision analysis for the improvement of road safety: case of FranceEl Mazouri, Fatima Zahra / Abounaima, Mohammed Chaouki / Zenkouar, Khalid et al. | 2019
- 1
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Identifying and characterizing the effects of calendar and environmental conditions on pediatric admissions in ShanghaiYu, Guang-jun / Gu, Jian-lei / Cui, Wen-bin / Jiang, Jian-ping / Wang, Yang / Genchev, Georgi Z. / Lu, Ting / Lu, Hui et al. | 2019
- 1
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Unsupervised software defect prediction using median absolute deviation threshold based spectral classifier on signed Laplacian matrixMarjuni, Aris / Adji, Teguh B. / Ferdiana, Ridi et al. | 2019
- 1
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Evaluating partitioning and bucketing strategies for Hive-based Big Data Warehousing systemsCosta, Eduarda / Costa, Carlos / Santos, Maribel Yasmina et al. | 2019
- 1
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Big data stream analysis: a systematic literature reviewKolajo, Taiwo / Daramola, Olawande / Adebiyi, Ayodele et al. | 2019
- 1
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The anatomy of the data-driven smart sustainable city: instrumentation, datafication, computerization and related applicationsBibri, Simon Elias et al. | 2019
- 1
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Data mining approach for predicting the daily Internet data traffic of a smart universityAdekitan, Aderibigbe Israel / Abolade, Jeremiah / Shobayo, Olamilekan et al. | 2019
- 1
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Predicting customer’s gender and age depending on mobile phone dataAl-Zuabi, Ibrahim Mousa / Jafar, Assef / Aljoumaa, Kadan et al. | 2019
- 1
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Gapprox: using Gallup approach for approximation in Big Data processingAhmadvand, Hossein / Goudarzi, Maziar / Foroutan, Fouzhan et al. | 2019
- 1
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Survey on deep learning with class imbalanceJohnson, Justin M. / Khoshgoftaar, Taghi M. et al. | 2019
- 1
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Smart literature review: a practical topic modelling approach to exploratory literature reviewAsmussen, Claus Boye / Møller, Charles et al. | 2019
- 1
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A graphical heuristic for reduction and partitioning of large datasets for scalable supervised trainingYadav, Sumedh / Bode, Mathis et al. | 2019
- 1
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A survey on data storage and placement methodologies for Cloud-Big Data ecosystemMazumdar, Somnath / Seybold, Daniel / Kritikos, Kyriakos / Verginadis, Yiannis et al. | 2019
- 1
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Customer churn prediction in telecom using machine learning in big data platformAhmad, Abdelrahim Kasem / Jafar, Assef / Aljoumaa, Kadan et al. | 2019
- 1
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Library adoption in public software repositoriesKrohn, Rachel / Weninger, Tim et al. | 2019
- 1
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Scalable architecture for Big Data financial analytics: user-defined functions vs. SQLStockinger, Kurt / Bundi, Nils / Heitz, Jonas / Breymann, Wolfgang et al. | 2019
- 1
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Cyber risk prediction through social media big data analytics and statistical machine learningSubroto, Athor / Apriyana, Andri et al. | 2019
- 1
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Effectiveness analysis of machine learning classification models for predicting personalized context-aware smartphone usageSarker, Iqbal H. / Kayes, A. S. M. / Watters, Paul et al. | 2019
- 1
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Correction to: A novel adaptable approach for sentiment analysis on big social dataEl Alaoui, Imane / Gahi, Youssef / Messoussi, Rochdi / Chaabi, Youness / Todoskoff, Alexis / Kobi, Abdessamad et al. | 2019
- 1
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A survey on Image Data Augmentation for Deep LearningShorten, Connor / Khoshgoftaar, Taghi M. et al. | 2019
- 1
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Knowledge discovery from a more than a decade studies on healthcare Big Data systems: a scientometrics studySoleimani-Roozbahani, Fatemeh / Rajabzadeh Ghatari, Ali / Radfar, Reza et al. | 2019
- 1
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A quadri-dimensional approach for poor performance prioritization in mobile networks using Big DataMampaka, Maluambanzila Minerve / Sumbwanyambe, Mbuyu et al. | 2019
- 1
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Application of variable selection and dimension reduction on predictors of MSE’s developmentWubetie, Habtamu Tilaye et al. | 2019
- 1
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The effects of class rarity on the evaluation of supervised healthcare fraud detection modelsHerland, Matthew / Bauder, Richard A. / Khoshgoftaar, Taghi M. et al. | 2019
- 1
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Impact of class distribution on the detection of slow HTTP DoS attacks using Big DataCalvert, Chad L. / Khoshgoftaar, Taghi M. et al. | 2019
- 1
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Multi-dimensional geospatial data mining in a distributed environment using MapReduceAlkathiri, Mazin / Jhummarwala, Abdul / Potdar, M. B. et al. | 2019
- 1
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Enlarging smaller images before inputting into convolutional neural network: zero-padding vs. interpolationHashemi, Mahdi et al. | 2019
- 1
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Efficient storage of heterogeneous geospatial data in spatial databasesSveen, Atle Frenvik et al. | 2019
- 1
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Bayesian mixture models and their Big Data implementations with application to invasive species presence-only dataUllah, Insha / Mengersen, Kerrie et al. | 2019
- 1
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Detecting high indoor crowd density with Wi-Fi localization: a statistical mechanics approachGeorgievska, Sonja / Rutten, Philip / Amoraal, Jan / Ranguelova, Elena / Bakhshi, Rena / Vries, Ben L. / Lees, Michael / Klous, Sander et al. | 2019
- 1
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Random forest implementation and optimization for Big Data analytics on LexisNexis’s high performance computing cluster platformHerrera, Victor M. / Khoshgoftaar, Taghi M. / Villanustre, Flavio / Furht, Borko et al. | 2019
- 1
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Traffic flow estimation with data from a video surveillance cameraFedorov, Aleksandr / Nikolskaia, Kseniia / Ivanov, Sergey / Shepelev, Vladimir / Minbaleev, Alexey et al. | 2019
- 1
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Positive and negative association rule mining in Hadoop’s MapReduce environmentBagui, Sikha / Dhar, Probal Chandra et al. | 2019
- 1
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Feature selection methods and genomic big data: a systematic reviewTadist, Khawla / Najah, Said / Nikolov, Nikola S. / Mrabti, Fatiha / Zahi, Azeddine et al. | 2019
- 1
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Improving the performance of support-vector machine by selecting the best features by Gray Wolf algorithm to increase the accuracy of diagnosis of breast cancerKamel, Seyed Reza / YaghoubZadeh, Reyhaneh / Kheirabadi, Maryam et al. | 2019
- 1
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Characterizing popularity dynamics of hot topics using micro-blogs spatio-temporal dataWu, Lianren / Li, Jinjie / Qi, Jiayin et al. | 2019
- 1
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On using MapReduce to scale algorithms for Big Data analytics: a case studyKijsanayothin, Phongphun / Chalumporn, Gantaphon / Hewett, Rattikorn et al. | 2019
- 1
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Big data in healthcare: management, analysis and future prospectsDash, Sabyasachi / Shakyawar, Sushil Kumar / Sharma, Mohit / Kaushik, Sandeep et al. | 2019
- 1
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Feature visualization in comic artist classification using deep neural networksYoung-Min, Kim et al. | 2019
- 1
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A parallel and distributed stochastic gradient descent implementation using commodity clustersKennedy, Robert K. L. / Khoshgoftaar, Taghi M. / Villanustre, Flavio / Humphrey, Timothy et al. | 2019
- 1
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HPCC based framework for COPD readmission risk analysisJain, Piyush / Agarwal, Ankur / Behara, Ravi / Baechle, Christopher et al. | 2019
- 1
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Enhanced Secured Map Reduce layer for Big Data privacy and securityJain, Priyank / Gyanchandani, Manasi / Khare, Nilay et al. | 2019
- 1
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Medicare fraud detection using neural networksJohnson, Justin M. / Khoshgoftaar, Taghi M. et al. | 2019
- 1
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HaRD: a heterogeneity-aware replica deletion for HDFSCiritoglu, Hilmi Egemen / Murphy, John / Thorpe, Christina et al. | 2019
- 1
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Social network analysis in Telecom dataAl-Molhem, Nour Raeef / Rahal, Yasser / Dakkak, Mustapha et al. | 2019
- 1
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A new Internet of Things architecture for real-time prediction of various diseases using machine learning on big data environmentEd-daoudy, Abderrahmane / Maalmi, Khalil et al. | 2019
- 1
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HybSMRP: a hybrid scheduling algorithm in Hadoop MapReduce frameworkGandomi, Abolfazl / Reshadi, Midia / Movaghar, Ali / Khademzadeh, Ahmad et al. | 2019
- 1
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Severely imbalanced Big Data challenges: investigating data sampling approachesHasanin, Tawfiq / Khoshgoftaar, Taghi M. / Leevy, Joffrey L. / Bauder, Richard A. et al. | 2019
- 1
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Is bigger always better? A controversial journey to the center of machine learning design, with uses and misuses of big data for predicting water meter failuresRoccetti, Marco / Delnevo, Giovanni / Casini, Luca / Cappiello, Giuseppe et al. | 2019
- 1
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Big data analytics: a link between knowledge management capabilities and superior cyber protectionObitade, Peter Oluseyi et al. | 2019
- 1
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Leveraging resource management for efficient performance of Apache SparkAziz, Khadija / Zaidouni, Dounia / Bellafkih, Mostafa et al. | 2019
- 1
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Analysis and classification of heart diseases using heartbeat features and machine learning algorithmsAlarsan, Fajr Ibrahem / Younes, Mamoon et al. | 2019
- 1
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Evaluating the performance of sentence level features and domain sensitive features of product reviews on supervised sentiment analysis tasksRintyarna, Bagus Setya / Sarno, Riyanarto / Fatichah, Chastine et al. | 2019
- 1
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Development of a predictive model for on-time arrival flight of airliner by discovering correlation between flight and weather dataEtani, Noriko et al. | 2019
- 1
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Emotion analysis of Arabic tweets using deep learning approachBaali, Massa / Ghneim, Nada et al. | 2019
- 1
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Detecting taxi movements using Random Swap clustering and sequential pattern miningIbrahim, Rami / Shafiq, M. Omair et al. | 2019
- 1
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Fast implementation of pattern mining algorithms with time stamp uncertainties and temporal constraintsTitarenko, Sofya S. / Titarenko, Valeriy N. / Aivaliotis, Georgios / Palczewski, Jan et al. | 2019
- 1
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DENCAST: distributed density-based clustering for multi-target regressionCorizzo, Roberto / Pio, Gianvito / Ceci, Michelangelo / Malerba, Donato et al. | 2019
- 1
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RecencyMiner: mining recency-based personalized behavior from contextual smartphone dataSarker, Iqbal H. / Colman, Alan / Han, Jun et al. | 2019
- 1
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On combining Big Data and machine learning to support eco-driving behavioursDelnevo, Giovanni / Di Lena, Pietro / Mirri, Silvia / Prandi, Catia / Salomoni, Paola et al. | 2019
- 1
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How to (better) find a perpetrator in a haystackNeuman, Yair / Cohen, Yochai / Neuman, Yiftach et al. | 2019
- 1
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Exploring the applicability of low-shot learning in mining software repositoriesOtt, Jordan / Atchison, Abigail / Linstead, Erik J. et al. | 2019
- 1
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Detecting and understanding urban changes through decomposing the numbers of visitors’ arrivals using human mobility dataMaeda, Takashi Nicholas / Shiode, Narushige / Zhong, Chen / Mori, Junichiro / Sakimoto, Tetsuo et al. | 2019
- 1
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Investigating the adoption of big data analytics in healthcare: the moderating role of resistance to changeShahbaz, Muhammad / Gao, Changyuan / Zhai, LiLi / Shahzad, Fakhar / Hu, Yanling et al. | 2019
- 1
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Mining aspects of customer’s review on the social networkNguyen Thi Ngoc, Tu / Nguyen Thi Thu, Ha / Nguyen, Viet Anh et al. | 2019
- 1
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An intelligent Alzheimer’s disease diagnosis method using unsupervised feature learningRazavi, Firouzeh / Tarokh, Mohammad Jafar / Alborzi, Mahmood et al. | 2019
- 1
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Tree stream mining algorithm with Chernoff-bound and standard deviation approach for big data streamWibisono, Ari / Sarwinda, Devvi / Mursanto, Petrus et al. | 2019
- 1
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Reality mining and predictive analytics for building smart applicationsAsri, Hiba / Mousannif, Hajar / Al Moatassime, Hassan et al. | 2019
- 1
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Evaluation of maxout activations in deep learning across several big data domainsCastaneda, Gabriel / Morris, Paul / Khoshgoftaar, Taghi M. et al. | 2019
- 1
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An adaptive and real-time based architecture for financial data integrationFikri, Noussair / Rida, Mohamed / Abghour, Noureddine / Moussaid, Khalid / El Omri, Amina et al. | 2019
- 1
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Online Feature Selection (OFS) with Accelerated Bat Algorithm (ABA) and Ensemble Incremental Deep Multiple Layer Perceptron (EIDMLP) for big data streamsRenuka Devi, D. / Sasikala, S. et al. | 2019
- 1
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Intelligent video surveillance: a review through deep learning techniques for crowd analysisSreenu, G. / Saleem Durai, M. A. et al. | 2019
- 1
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Examining characteristics of predictive models with imbalanced big dataHasanin, Tawfiq / Khoshgoftaar, Taghi M. / Leevy, Joffrey L. / Seliya, Naeem et al. | 2019
- 1
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An analytical study of information extraction from unstructured and multidimensional big dataAdnan, Kiran / Akbar, Rehan et al. | 2019
- 1
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RBSEP: a reassignment and buffer based streaming edge partitioning approachTaimouri, Monireh / Saadatfar, Hamid et al. | 2019
- 1
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Uncertainty in big data analytics: survey, opportunities, and challengesHariri, Reihaneh H. / Fredericks, Erik M. / Bowers, Kate M. et al. | 2019
- 1
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GNSS-based navigation systems of autonomous drone for delivering itemsPatrik, Aurello / Utama, Gaudi / Gunawan, Alexander Agung Santoso / Chowanda, Andry / Suroso, Jarot S. / Shofiyanti, Rizatus / Budiharto, Widodo et al. | 2019
- 1
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Oscillation of tweet sentiments in the election of João Doria Jr. for MayorCury, Rubens Mussi et al. | 2019
- 1
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Manufacturing process data analysis pipelines: a requirements analysis and surveyIsmail, Ahmed / Truong, Hong-Linh / Kastner, Wolfgang et al. | 2019
- 1
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On the sustainability of smart and smarter cities in the era of big data: an interdisciplinary and transdisciplinary literature reviewBibri, Simon Elias et al. | 2019
- 1
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Predicting referendum results in the Big Data EraMavragani, Amaryllis / Tsagarakis, Konstantinos P. et al. | 2019
- 1
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Hierarchical data fusion for Smart HealthcareDautov, Rustem / Distefano, Salvatore / Buyya, Rajkumaar et al. | 2019
- 1
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Selecting a representative decision tree from an ensemble of decision-tree models for fast big data classificationWeinberg, Abraham Itzhak / Last, Mark et al. | 2019
- 1
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Verifying big data topologies by-design: a semi-automated approachBersani, Marcello M. / Marconi, Francesco / Tamburri, Damian A. / Nodari, Andrea / Jamshidi, Pooyan et al. | 2019
- 1
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Diftong: a tool for validating big data workflowsRizk, Raya / McKeever, Steve / Petrini, Johan / Zeitler, Erik et al. | 2019
- 1
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Exploring and cleaning big data with random sample data blocksSalloum, Salman / Huang, Joshua Zhexue / He, Yulin et al. | 2019
- 1
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Evaluation of distributed stream processing frameworks for IoT applications in Smart CitiesNasiri, Hamid / Nasehi, Saeed / Goudarzi, Maziar et al. | 2019
- 1
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Exploring crime patterns in Mexico CityPiña-García, C. A. / Ramírez-Ramírez, Leticia et al. | 2019
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Using transfer learning for smart building management systemPardamean, Bens / Muljo, Hery Harjono / Cenggoro, Tjeng Wawan / Chandra, Bloomest Jansen / Rahutomo, Reza et al. | 2019
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Internet of Things is a revolutionary approach for future technology enhancement: a reviewKumar, Sachin / Tiwari, Prayag / Zymbler, Mikhail et al. | 2019
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Evaluation of big data frameworks for analysis of smart gridsAnsari, Mohammad Hasan / Tabatab Vakili, Vahid / Bahrak, Behnam et al. | 2019
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Lifelong Machine Learning and root cause analysis for large-scale cancer patient dataPal, Gautam / Hong, Xianbin / Wang, Zhuo / Wu, Hongyi / Li, Gangmin / Atkinson, Katie et al. | 2019
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A novel approach for big data processing using message passing interface based on memory mappingDheyab, Saad Ahmed / Abdullah, Mohammed Najm / Abed, Buthainah Fahran et al. | 2019
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Deep convolutional neural network based medical image classification for disease diagnosisYadav, Samir S. / Jadhav, Shivajirao M. et al. | 2019