Issue 1/2020
Content (111 Articles)
Toward multi-label sentiment analysis: a transfer learning based approach
Jie Tao, Xing Fang
RETRACTED ARTICLE: Criminal tendency detection from facial images and the gender bias effect
Mahdi Hashemi, Margeret Hall
Big data monetization throughout Big Data Value Chain: a comprehensive review
Abou Zakaria Faroukhi, Imane El Alaoui, Youssef Gahi, Aouatif Amine
Anomaly detection in business processes using process mining and fuzzy association rule learning
Riyanarto Sarno, Fernandes Sinaga, Kelly Rossa Sungkono
Decreasing the execution time of reducers by revising clustering based on the futuristic greedy approach
Ali Bakhthemmat, Mohammad Izadi
Data science: developing theoretical contributions in information systems via text analytics
Aya Rizk, Ahmed Elragal
Learning-based power prediction for geo-distributed Data Centers: weather parameter analysis
Somayyeh Taheri, Maziar Goudarzi, Osamu Yoshie
A comparative dimensionality reduction study in telecom customer segmentation using deep learning and PCA
Maha Alkhayrat, Mohamad Aljnidi, Kadan Aljoumaa
Time-aware domain-based social influence prediction
Bilal Abu-Salih, Kit Yan Chan, Omar Al-Kadi, Marwan Al-Tawil, Pornpit Wongthongtham, Tomayess Issa, Heba Saadeh, Malak Al-Hassan, Bushra Bremie, Abdulaziz Albahlal
Sensor data quality: a systematic review
Hui Yie Teh, Andreas W. Kempa-Liehr, Kevin I-Kai Wang
Understanding the development trends of big data technologies: an analysis of patents and the cited scholarly works
Tahereh Saheb, Tayebeh Saheb
Improving prediction with enhanced Distributed Memory-based Resilient Dataset Filter
Sandhya Narayanan, Philip Samuel, Mariamma Chacko
Tracing outliers in the dataset of Drosophila suzukii records with the Isolation Forest method
Ugo Santosuosso, Alessandro Cini, Alessio Papini
Improving binary classification using filtering based on k-NN proximity graphs
Maher Ala’raj, Munir Majdalawieh, Maysam F. Abbod
Bayesian hierarchical analyses for entrepreneurial intention of students
Mesfin Mulu Ayalew
Modelling shares choice to enter in a portfolio using artificial neural networks (ANN)
Adler Haymans Manurung, Christina Natasha, Widodo Budiharto
A comparative analysis of machine learning methods for emotion recognition using EEG and peripheral physiological signals
Vikrant Doma, Matin Pirouz
An overview of recent distributed algorithms for learning fuzzy models in Big Data classification
Pietro Ducange, Michela Fazzolari, Francesco Marcelloni
A comprehensive evaluation of ensemble learning for stock-market prediction
Isaac Kofi Nti, Adebayo Felix Adekoya, Benjamin Asubam Weyori
Current landscape and influence of big data on finance
Md. Morshadul Hasan, József Popp, Judit Oláh
Prediction of ESG compliance using a heterogeneous information network
Ryohei Hisano, Didier Sornette, Takayuki Mizuno
Investigating class rarity in big data
Tawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy, Richard A. Bauder
A comparison on visual prediction models for MAMO (multi activity-multi object) recognition using deep learning
Budi Padmaja, Madhu Bala Myneni, Epili Krishna Rao Patro
Extending reference architecture of big data systems towards machine learning in edge computing environments
P. Pääkkönen, D. Pakkala
Leveraging machine learning and big data for optimizing medication prescriptions in complex diseases: a case study in diabetes management
Mahsa Madani Hosseini, Manaf Zargoush, Farrokh Alemi, Raya Elfadel Kheirbek
Using real-time online preprocessed mouse tracking for lower storage and transmission costs
Fajar Purnama, Tsuyoshi Usagawa
Survey on categorical data for neural networks
John T. Hancock, Taghi M. Khoshgoftaar
Predictive analytics using big data for increased customer loyalty: Syriatel Telecom Company case study
Wissam Nazeer Wassouf, Ramez Alkhatib, Kamal Salloum, Shadi Balloul
Sorting big data by revealed preference with application to college ranking
Xingwei Hu
Binary image description using frequent itemsets
Khalid Aznag, Toufik Datsi, Ahmed El oirrak, Essaid El bachari
Sentiment analysis of online product reviews using DLMNN and future prediction of online product using IANFIS
P. Sasikala, L. Mary Immaculate Sheela
Multi-criteria collaborative filtering recommender by fusing deep neural network and matrix factorization
Nour Nassar, Assef Jafar, Yasser Rahhal
Analyzing MRI scans to detect glioblastoma tumor using hybrid deep belief networks
Annapareddy V. N. Reddy, Ch. Phani Krishna, Pradeep Kumar Mallick, Sandeep Kumar Satapathy, Prayag Tiwari, Mikhail Zymbler, Sachin Kumar
Investigating the relationship between time and predictive model maintenance
Joffrey L. Leevy, Taghi M. Khoshgoftaar, Richard A. Bauder, Naeem Seliya
SICE: an improved missing data imputation technique
Shahidul Islam Khan, Abu Sayed Md Latiful Hoque
Preventive healthcare policies in the US: solutions for disease management using Big Data Analytics
Feras A. Batarseh, Iya Ghassib, Deri (Sondor) Chong, Po-Hsuan Su
A hybrid semantic query expansion approach for Arabic information retrieval
Hiba ALMarwi, Mossa Ghurab, Ibrahim Al-Baltah
Retraction Note: Criminal tendency detection from facial images and the gender bias effect
Mahdi Hashemi, Margeret Hall
Cybersecurity data science: an overview from machine learning perspective
Iqbal H. Sarker, A. S. M. Kayes, Shahriar Badsha, Hamed Alqahtani, Paul Watters, Alex Ng
A comprehensive survey of anomaly detection techniques for high dimensional big data
Srikanth Thudumu, Philip Branch, Jiong Jin, Jugdutt (Jack) Singh
Four-class emotion classification in virtual reality using pupillometry
Lim Jia Zheng, James Mountstephens, Jason Teo
Correction to: Multi-criteria collaborative filtering recommender by fusing deep neural network and matrix factorization
Nour Nassar, Assef Jafar, Yasser Rahhal
Identification of distinguishing characteristics of intersections based on statistical analysis and data from video cameras
Vladimir Shepelev, Sergei Aliukov, Alexander Glushkov, Salavat Shabiev
Application of big data analytics and organizational performance: the mediating role of knowledge management practices
Muhammad Qasim Shabbir, Syed Babar Waheed Gardezi
OsamorSoft: clustering index for comparison and quality validation in high throughput dataset
Ifeoma Patricia Osamor, Victor Chukwudi Osamor
Hybrid gradient descent spider monkey optimization (HGDSMO) algorithm for efficient resource scheduling for big data processing in heterogenous environment
V. Seethalakshmi, V. Govindasamy, V. Akila
Multi-layered deep learning perceptron approach for health risk prediction
Thulasi Bikku
Context pre-modeling: an empirical analysis for classification based user-centric context-aware predictive modeling
Iqbal H. Sarker, Hamed Alqahtani, Fawaz Alsolami, Asif Irshad Khan, Yoosef B. Abushark, Mohammad Khubeb Siddiqui
Selecting critical features for data classification based on machine learning methods
Rung-Ching Chen, Christine Dewi, Su-Wen Huang, Rezzy Eko Caraka
Predictive big data analytics for supply chain demand forecasting: methods, applications, and research opportunities
Mahya Seyedan, Fereshteh Mafakheri
Mining frequent itemsets from streaming transaction data using genetic algorithms
Sikha Bagui, Patrick Stanley
Stochastic spatial random forest (SS-RF) for interpolating probabilities of missing land cover data
Jacinta Holloway-Brown, Kate J Helmstedt, Kerrie L Mengersen
Group based emotion recognition from video sequence with hybrid optimization based recurrent fuzzy neural network
Velagapudi Sreenivas, Varsha Namdeo, E. Vijay Kumar
Plant diseases detection with low resolution data using nested skip connections
Hilman F. Pardede, Endang Suryawati, Vicky Zilvan, Ade Ramdan, R. Budiarianto S. Kusumo, Ana Heryana, R. Sandra Yuwana, Dikdik Krisnandi, Agus Subekti, Fani Fauziah, Vitria P. Rahadi
Inferring the votes in a new political landscape: the case of the 2019 Spanish Presidential elections
Didier Grimaldi, Javier Diaz Cely, Hugo Arboleda
Exploring the efficacy of transfer learning in mining image-based software artifacts
Natalie Best, Jordan Ott, Erik J. Linstead
Large scale analysis of violent death count in daily newspapers to quantify bias and censorship
Marco Casolino
Big Data architecture for intelligent maintenance: a focus on query processing and machine learning algorithms
Claude Lehmann, Lilach Goren Huber, Thomas Horisberger, Georg Scheiba, Ana Claudia Sima, Kurt Stockinger
S-RASTER: contraction clustering for evolving data streams
Gregor Ulm, Simon Smith, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand
The best statistical model to estimate predictors of under-five mortality in Ethiopia
Setegn Muche Fenta, Haile Mekonnen Fenta, Girum Meseret Ayenew
Using machine learning techniques to predict the cost of repairing hard failures in underground fiber optics networks
Owusu Nyarko-Boateng, Adebayo Felix Adekoya, Benjamin Asubam Weyori
Prediction of probable backorder scenarios in the supply chain using Distributed Random Forest and Gradient Boosting Machine learning techniques
Samiul Islam, Saman Hassanzadeh Amin
Short-term stock market price trend prediction using a comprehensive deep learning system
Jingyi Shen, M. Omair Shafiq
Multi Region-Based Feature Connected Layer (RB-FCL) of deep learning models for bone age assessment
Ari Wibisono, Petrus Mursanto
Anomaly detection optimization using big data and deep learning to reduce false-positive
Khloud Al Jallad, Mohamad Aljnidi, Mohammad Said Desouki
Traditional food knowledge of Indonesia: a new high-quality food dataset and automatic recognition system
Ari Wibisono, Hanif Arief Wisesa, Zulia Putri Rahmadhani, Puteri Khatya Fahira, Petrus Mursanto, Wisnu Jatmiko
Boosting methods for multi-class imbalanced data classification: an experimental review
Jafar Tanha, Yousef Abdi, Negin Samadi, Nazila Razzaghi, Mohammad Asadpour
Impact of rail transit station proximity to commercial property prices: utilizing big data in urban real estate
Mohammed Ali Berawi, Perdana Miraj, Gunawan Saroji, Mustika Sari
Large-scale forecasting of information spreading
Oksana Severiukhina, Sergey Kesarev, Klavdiya Bochenina, Alexander Boukhanovsky, Michael H. Lees, Peter M. A. Sloot
Survey on RNN and CRF models for de-identification of medical free text
Joffrey L. Leevy, Taghi M. Khoshgoftaar, Flavio Villanustre
A set theory based similarity measure for text clustering and classification
Ali A. Amer, Hassan I. Abdalla
Learning in the presence of concept recurrence in data stream clustering
K. Namitha, G. Santhosh Kumar
DHPV: a distributed algorithm for large-scale graph partitioning
Wilfried Yves Hamilton Adoni, Tarik Nahhal, Moez Krichen, Abdeltif El byed, Ismail Assayad
Deep learning-based question answering system for intelligent humanoid robot
Widodo Budiharto, Vincent Andreas, Alexander Agung Santoso Gunawan
Using Big Data-machine learning models for diabetes prediction and flight delays analytics
Thérence Nibareke, Jalal Laassiri
Predictability analysis of the Pound’s Brexit exchange rates based on Google Trends data
Amaryllis Mavragani, Konstantinos Gkillas, Konstantinos P. Tsagarakis
Reversible data hiding with segmented secrets and smoothed samples in various audio genres
Tohari Ahmad, Yoga Samudra
Sandbox security model for Hadoop file system
Gousiya Begum, S. Zahoor Ul Huq, A. P. Siva Kumar
A novel method of constrained feature selection by the measurement of pairwise constraints uncertainty
Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh
Real-time monitoring of traffic parameters
Kirill Khazukov, Vladimir Shepelev, Tatiana Karpeta, Salavat Shabiev, Ivan Slobodin, Irakli Charbadze, Irina Alferova
Distance variable improvement of time-series big data stream evaluation
Ari Wibisono, Petrus Mursanto, Jihan Adibah, Wendy D. W. T. Bayu, May Iffah Rizki, Lintang Matahari Hasani, Valian Fil Ahli
Efficient verification of parallel matrix multiplication in public cloud: the MapReduce case
Ramtin Bagheri, Morteza Amini, Somayeh Dolatnezhad Samarin
Deep anomaly detection through visual attention in surveillance videos
Nasaruddin Nasaruddin, Kahlil Muchtar, Afdhal Afdhal, Alvin Prayuda Juniarta Dwiyantoro
Convergence of artificial intelligence and high performance computing on NSF-supported cyberinfrastructure
E. A. Huerta, Asad Khan, Edward Davis, Colleen Bushell, William D. Gropp, Daniel S. Katz, Volodymyr Kindratenko, Seid Koric, William T. C. Kramer, Brendan McGinty, Kenton McHenry, Aaron Saxton
A predictive noise correction methodology for manufacturing process datasets
Omogbai Oleghe
Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia
Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy
Regularized Simple Graph Convolution (SGC) for improved interpretability of large datasets
Phuong Pho, Alexander V. Mantzaris
A survey of methods supporting cyber situational awareness in the context of smart cities
Nataliia Neshenko, Christelle Nader, Elias Bou-Harb, Borko Furht
Uncovering trend-based research insights on teaching and learning in big data
Young-Eun Park
CatBoost for big data: an interdisciplinary review
John T. Hancock, Taghi M. Khoshgoftaar
A data model for enhanced data comparability across multiple organizations
Patrick Obilikwu, Emeka Ogbuju
Assessing data quality from the Clinical Practice Research Datalink: a methodological approach applied to the full blood count blood test
Pradeep S. Virdee, Alice Fuller, Michael Jacobs, Tim Holt, Jacqueline Birks
A robust machine learning approach to SDG data segmentation
Kassim S. Mwitondi, Isaac Munyakazi, Barnabas N. Gatsheni
Support vector machine based feature extraction for gender recognition from objects using lasso classifier
Damodara Krishna Kishore Galla, Babu Reddy Mukamalla, Rama Prakasha Reddy Chegireddy
Utilizing technologies of fog computing in educational IoT systems: privacy, security, and agility perspective
Amr Adel
Deep learning accelerators: a case study with MAESTRO
Hamidreza Bolhasani, Somayyeh Jafarali Jassbi
Automatic LIDAR building segmentation based on DGCNN and euclidean clustering
Ahmad Gamal, Ari Wibisono, Satrio Bagus Wicaksono, Muhammad Alvin Abyan, Nur Hamid, Hanif Arif Wisesa, Wisnu Jatmiko, Ronny Ardhianto
Big data actionable intelligence architecture
Tian J. Ma, Rudy J. Garcia, Forest Danford, Laura Patrizi, Jennifer Galasso, Jason Loyd
A survey and analysis of intrusion detection models based on CSE-CIC-IDS2018 Big Data
Joffrey L. Leevy, Taghi M. Khoshgoftaar
Performance Analysis of Intrusion Detection Systems Using a Feature Selection Method on the UNSW-NB15 Dataset
Sydney M. Kasongo, Yanxia Sun
Flight delay prediction based on deep learning and Levenberg-Marquart algorithm
Maryam Farshchian Yazdi, Seyed Reza Kamel, Seyyed Javad Mahdavi Chabok, Maryam Kheirabadi
Cooperative co-evolution for feature selection in Big Data with random feature grouping
A. N. M. Bazlur Rashid, Mohiuddin Ahmed, Leslie F. Sikos, Paul Haskell-Dowland
Predictors of outpatients’ no-show: big data analytics using apache spark
Tahani Daghistani, Huda AlGhamdi, Riyad Alshammari, Raed H. AlHazme
Arabic text summarization using deep learning approach
Molham Al-Maleh, Said Desouki
A comprehensive performance analysis of Apache Hadoop and Apache Spark for large scale data sets using HiBench
N. Ahmed, Andre L. C. Barczak, Teo Susnjak, Mohammed A. Rashid
Correction to: Cooperative co‑evolution for feature selection in Big Data with random feature grouping
A. N. M. Bazlur Rashid, Mohiuddin Ahmed, Leslie F. Sikos, Paul Haskell‑Dowland