default search action
Journal of Big Data, Volume 6
Volume 6, 2019
- Ahmed Ismail
, Hong-Linh Truong, Wolfgang Kastner:
Manufacturing process data analysis pipelines: a requirements analysis and survey. 1 - Karim Dahdouh
Large-scale e-learning recommender system based on Spark and Hadoop. 2 - Amaryllis Mavragani
Predicting referendum results in the Big Data Era. 3 - Takashi Nicholas Maeda, Narushige Shiode
Detecting and understanding urban changes through decomposing the numbers of visitors' arrivals using human mobility data. 4 - Fatima Zahra El Mazouri
Data mining combined to the multicriteria decision analysis for the improvement of road safety: case of France. 5 - Muhammad Shahbaz
Investigating the adoption of big data analytics in healthcare: the moderating role of resistance to change. 6 - Ryan Rivas
The impact of colleges and hospitals to local real estate markets. 7 - Fatemeh Soleimani-Roozbahani
Knowledge discovery from a more than a decade studies on healthcare Big Data systems: a scientometrics study. 8 - Yair Neuman
How to (better) find a perpetrator in a haystack. 9 - Maluambanzila Minerve Mampaka
A quadri-dimensional approach for poor performance prioritization in mobile networks using Big Data. 10 - Aderibigbe Israel Adekitan
Data mining approach for predicting the daily Internet data traffic of a smart university. 11 - Maddalena Favaretto
Big Data and discrimination: perils, promises and solutions. A systematic review. 12 - N. Sneha
Analysis of diabetes mellitus for early prediction using optimal features selection. 13 - Guang-Jun Yu, Jianlei Gu
Identifying and characterizing the effects of calendar and environmental conditions on pediatric admissions in Shanghai. 14 - Somnath Mazumdar
A survey on data storage and placement methodologies for Cloud-Big Data ecosystem. 15 - Robert K. L. Kennedy, Taghi M. Khoshgoftaar, Flavio Villanustre
A parallel and distributed stochastic gradient descent implementation using commodity clusters. 16 - Habtamu Tilaye Wubetie:
Application of variable selection and dimension reduction on predictors of MSE's development. 17 - Ibrahim Mousa Al-Zuabi
Predicting customer's gender and age depending on mobile phone data. 18 - Rustem Dautov
Hierarchical data fusion for Smart Healthcare. 19 - Hossein Ahmadvand
Gapprox: using Gallup approach for approximation in Big Data processing. 20 - Matthew Herland, Richard A. Bauder, Taghi M. Khoshgoftaar:
The effects of class rarity on the evaluation of supervised healthcare fraud detection models. 21 - Tu-Anh Nguyen-Hoang, Ha Nguyen Thi Thu
Mining aspects of customer's review on the social network. 22 - Abraham Itzhak Weinberg, Mark Last:
Selecting a representative decision tree from an ensemble of decision-tree models for fast big data classification. 23 - Alexander V. Mantzaris
Adaptive network diagram constructions for representing big data event streams on monitoring dashboards. 24 - Simon Elias Bibri
On the sustainability of smart and smarter cities in the era of big data: an interdisciplinary and transdisciplinary literature review. 25 - Piyush Jain
HPCC based framework for COPD readmission risk analysis. 26 - Justin M. Johnson, Taghi M. Khoshgoftaar:
Survey on deep learning with class imbalance. 27 - Abdelrahim Kasem Ahmad
Customer churn prediction in telecom using machine learning in big data platform. 28 - Insha Ullah
Bayesian mixture models and their Big Data implementations with application to invasive species presence-only data. 29 - Priyank Jain
Enhanced Secured Map Reduce layer for Big Data privacy and security. 30 - Sonja Georgievska
Detecting high indoor crowd density with Wi-Fi localization: a statistical mechanics approach. 31 - Firouzeh Razavi, Mohammad Jafar Tarokh, Mahmood Alborzi:
An intelligent Alzheimer's disease diagnosis method using unsupervised feature learning. 32 - Aamna Al Shehhi
Arabia Felix 2.0: a cross-linguistic Twitter analysis of happiness patterns in the United Arab Emirates. 33 - Eduarda Costa, Carlos Costa
Evaluating partitioning and bucketing strategies for Hive-based Big Data Warehousing systems. 34 - Jordan Ott, Abigail Atchison, Erik Linstead
Exploring the applicability of low-shot learning in mining software repositories. 35 - Rachel Krohn, Tim Weninger
Library adoption in public software repositories. 36 - Sofya Titarenko
Fast implementation of pattern mining algorithms with time stamp uncertainties and temporal constraints. 37 - Anthony Miller
The intrinsically linked future for human and Artificial Intelligence interaction. 38 - Rami Ibrahim, M. Omair Shafiq:
Detecting taxi movements using Random Swap clustering and sequential pattern mining. 39 - Marcello M. Bersani, Francesco Marconi, Damian A. Tamburri
Verifying big data topologies by-design : a semi-automated approach. 40 - Raya Rizk
Diftong: a tool for validating big data workflows. 41 - Rubens Mussi Cury
Oscillation of tweet sentiments in the election of João Doria Jr. for Mayor. 42 - Roberto Corizzo
DENCAST: distributed density-based clustering for multi-target regression. 43 - Reihaneh H. Hariri
Uncertainty in big data analytics: survey, opportunities, and challenges. 44 - Salman Salloum
Exploring and cleaning big data with random sample data blocks. 45 - Kurt Stockinger
Scalable architecture for Big Data financial analytics: user-defined functions vs. SQL. 46 - Taiwo Kolajo
Big data stream analysis: a systematic literature review. 47 - G. Sreenu
Intelligent video surveillance: a review through deep learning techniques for crowd analysis. 48 - Iqbal H. Sarker
RecencyMiner: mining recency-based personalized behavior from contextual smartphone data. 49 - Athor Subroto
Cyber risk prediction through social media big data analytics and statistical machine learning. 50 - Alaa E. Abdel-Hakim
Ally patches for spoliation of adversarial patches. 51 - Hamid Nasiri
Evaluation of distributed stream processing frameworks for IoT applications in Smart Cities. 52 - Aurello Patrik, Gaudi Utama, Alexander Agung Santoso Gunawan, Andry Chowanda
GNSS-based navigation systems of autonomous drone for delivering items. 53 - Sabyasachi Dash
Big data in healthcare: management, analysis and future prospects. 54 - Ikechukwu Maduako
STVG: an evolutionary graph framework for analyzing fast-evolving networks. 55 - Young-Min Kim
Feature visualization in comic artist classification using deep neural networks. 56 - Iqbal H. Sarker
Effectiveness analysis of machine learning classification models for predicting personalized context-aware smartphone usage. 57 - Ari Wibisono
Tree stream mining algorithm with Chernoff-bound and standard deviation approach for big data stream. 58 - Simon Elias Bibri
The anatomy of the data-driven smart sustainable city: instrumentation, datafication, computerization and related applications. 59 - Connor Shorten
A survey on Image Data Augmentation for Deep Learning. 60 - Andrea Hart, Brianna Smith, Sean Smith, Elijah Sales, Jacqueline Hernandez-Camargo, Yarlin Mayor Garcia, Felix Zhan, Lori Griswold, Brian Dunkelberger, Michael R. Schwob
Resolving intravoxel white matter structures in the human brain using regularized regression and clustering. 61 - Sachin Kumar
A machine learning approach to analyze customer satisfaction from airline tweets. 62 - Justin M. Johnson
Medicare fraud detection using neural networks. 63 - Giovanni Delnevo
On combining Big Data and machine learning to support eco-driving behaviours. 64 - Carlos Adolfo Piña-García
Exploring crime patterns in Mexico City. 65 - Hiba Asri, Hajar Mousannif
Reality mining and predictive analytics for building smart applications. 66 - Chad Calvert
Impact of class distribution on the detection of slow HTTP DoS attacks using Big Data. 67 - Victor M. Herrera
Random forest implementation and optimization for Big Data analytics on LexisNexis's high performance computing cluster platform. 68 - Tawfiq Hasanin
Examining characteristics of predictive models with imbalanced big data. 69 - Marco Roccetti
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 failures. 70 - Peter Oluseyi Obitade
Big data analytics: a link between knowledge management capabilities and superior cyber protection. 71 - Gabriel Castaneda
Evaluation of maxout activations in deep learning across several big data domains. 72 - Aleksandr Fedorov
Traffic flow estimation with data from a video surveillance camera. 73 - Nikolaos Konstantinou, Edward Abel
VADA: an architecture for end user informed data preparation. 74 - Sikha Bagui
Positive and negative association rule mining in Hadoop's MapReduce environment. 75 - Imane El Alaoui
Correction to: A novel adaptable approach for sentiment analysis on big social data. 76 - Safanaz Heidari
Big data clustering with varied density based on MapReduce. 77 - Khadija Aziz
Leveraging resource management for efficient performance of Apache Spark. 78 - Khawla Tadist
Feature selection methods and genomic big data: a systematic review. 79 - Brian Dumbacher
Using electronic transaction data to add geographic granularity to official estimates of retail sales. 80 - Fajr Ibrahem Alarsan
Analysis and classification of heart diseases using heartbeat features and machine learning algorithms. 81 - Mazin Alkathiri
Multi-dimensional geospatial data mining in a distributed environment using MapReduce. 82 - Sanket Chobe, Justin Zhan
Advancing community detection using Keyword Attribute Search. 83 - Bagus Setya Rintyarna
Evaluating the performance of sentence level features and domain sensitive features of product reviews on supervised sentiment analysis tasks. 84 - Noriko Etani
Development of a predictive model for on-time arrival flight of airliner by discovering correlation between flight and weather data. 85 - Subramanian Arumugam, R. Bhargavi
A survey on driving behavior analysis in usage based insurance using big data. 86 - Aris Marjuni
Unsupervised software defect prediction using median absolute deviation threshold based spectral classifier on signed Laplacian matrix. 87 - Khloud Al Jallad
Big data analysis and distributed deep learning for next-generation intrusion detection system optimization. 88 - Massa Baali, Nada Ghneim:
Emotion analysis of Arabic tweets using deep learning approach. 89 - Seyed Reza Kamel, Reyhaneh YaghoubZadeh
Improving the performance of support-vector machine by selecting the best features by Gray Wolf algorithm to increase the accuracy of diagnosis of breast cancer. 90 - Kiran Adnan, Rehan Akbar
An analytical study of information extraction from unstructured and multidimensional big data. 91 - Monireh Taimouri
RBSEP: a reassignment and buffer based streaming edge partitioning approach. 92 - Claus Boye Asmussen
Smart literature review: a practical topic modelling approach to exploratory literature review. 93 - Hilmi Egemen Ciritoglu
HaRD: a heterogeneity-aware replica deletion for HDFS. 94 - Iqbal H. Sarker
Context-aware rule learning from smartphone data: survey, challenges and future directions. 95 - Sumedh Yadav
A graphical heuristic for reduction and partitioning of large datasets for scalable supervised training. 96 - Noussair Fikri, Mohamed Rida
An adaptive and real-time based architecture for financial data integration. 97 - Mahdi Hashemi
Enlarging smaller images before inputting into convolutional neural network: zero-padding vs. interpolation. 98 - Nour Raeef Al-Molhem
Social network analysis in Telecom data. 99 - Mahdi Torabzadehkashi
Computational storage: an efficient and scalable platform for big data and HPC applications. 100 - Lianren Wu
Characterizing popularity dynamics of hot topics using micro-blogs spatio-temporal data. 101 - Atle Frenvik Sveen
Efficient storage of heterogeneous geospatial data in spatial databases. 102 - D. Renuka Devi
Online Feature Selection (OFS) with Accelerated Bat Algorithm (ABA) and Ensemble Incremental Deep Multiple Layer Perceptron (EIDMLP) for big data streams. 103 - Abderrahmane Ed-daoudy
A new Internet of Things architecture for real-time prediction of various diseases using machine learning on big data environment. 104 - Phongphun Kijsanayothin, Gantaphon Chalumporn
On using MapReduce to scale algorithms for Big Data analytics: a case study. 105 - Abolfazl Gandomi
HybSMRP: a hybrid scheduling algorithm in Hadoop MapReduce framework. 106 - Tawfiq Hasanin
Severely imbalanced Big Data challenges: investigating data sampling approaches. 107 - Gautam Pal
Lifelong Machine Learning and root cause analysis for large-scale cancer patient data. 108 - Mohammad Hasan Ansari, Vahid Tabatab Vakili, Behnam Bahrak:
Evaluation of big data frameworks for analysis of smart grids. 109 - Bens Pardamean
Using transfer learning for smart building management system. 110 - Sachin Kumar
Internet of Things is a revolutionary approach for future technology enhancement: a review. 111 - Saad Ahmed Dheyab
A novel approach for big data processing using message passing interface based on memory mapping. 112 - Samir S. Yadav
Deep convolutional neural network based medical image classification for disease diagnosis. 113
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-11-19 20:35 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: