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ORCIDJournal of Big Data, Volume 7
Volume 7, Number 1, December 2020
- Jie Tao
, Xing Fang:
Toward multi-label sentiment analysis: a transfer learning based approach. 1 - (Withdrawn) Criminal tendency detection from facial images and the gender bias effect. 2
- Abou Zakaria Faroukhi, Imane El Alaoui, Youssef Gahi, Aouatif Amine:
Big data monetization throughout Big Data Value Chain: a comprehensive review. 3 - Tanmaya Mahapatra, Christian Prehofer:
Graphical Flow-based Spark Programming. 4 - Riyanarto Sarno, Fernandes Sinaga, Kelly Rossa Sungkono:
Anomaly detection in business processes using process mining and fuzzy association rule learning. 5 - Ali Bakhthemmat, Mohammad Izadi:
Decreasing the execution time of reducers by revising clustering based on the futuristic greedy approach. 6 - Aya Rizk, Ahmed Elragal:
Data science: developing theoretical contributions in information systems via text analytics. 7 - Somayyeh Taheri, Maziar Goudarzi, Osamu Yoshie:
Learning-based power prediction for geo-distributed Data Centers: weather parameter analysis. 8 - Maha Alkhayrat, Mohamad Aljnidi, Kadan Aljoumaa:
A comparative dimensionality reduction study in telecom customer segmentation using deep learning and PCA. 9 - Bilal Abu-Salih, Kit Yan Chan, Omar Sultan Al-Kadi, Marwan Al-Tawil, Pornpit Wongthongtham, Tomayess Issa, Heba Saadeh, Malak Al-Hassan, Bushra Bremie, Abdulaziz Albahlal:
Time-aware domain-based social influence prediction. 10 - Hui Yie Teh, Andreas W. Kempa-Liehr, Kevin I-Kai Wang:
Sensor data quality: a systematic review. 11 - Tahereh Saheb, Tayebeh Saheb:
Understanding the development trends of big data technologies: an analysis of patents and the cited scholarly works. 12 - Sandhya Narayanan, Philip Samuel, Mariamma Chacko:
Improving prediction with enhanced Distributed Memory-based Resilient Dataset Filter. 13 - Ugo Santosuosso, Alessandro Cini, Alessio Papini:
Tracing outliers in the dataset of Drosophila suzukii records with the Isolation Forest method. 14 - Mesfin Mulu Ayalew:
Bayesian hierarchical analyses for entrepreneurial intention of students. 16 - Maher Ala'raj, Munir Majdalawieh, Maysam F. Abbod:
Improving binary classification using filtering based on k-NN proximity graphs. 15 - Adler Haymans Manurung, Christina Natasha, Widodo Budiharto:
Modelling shares choice to enter in a portfolio using artificial neural networks (ANN). 17 - Vikrant Doma, Matin Pirouz:
A comparative analysis of machine learning methods for emotion recognition using EEG and peripheral physiological signals. 18 - Pietro Ducange, Michela Fazzolari, Francesco Marcelloni:
An overview of recent distributed algorithms for learning fuzzy models in Big Data classification. 19 - Isaac Kofi Nti, Adebayo Felix Adekoya, Benjamin Asubam Weyori:
A comprehensive evaluation of ensemble learning for stock-market prediction. 20 - Md. Morshadul Hasan, József Popp, Judit Oláh:
Current landscape and influence of big data on finance. 21 - Ryohei Hisano, Didier Sornette, Takayuki Mizuno:
Prediction of ESG compliance using a heterogeneous information network. 22 - Tawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy, Richard A. Bauder:
Investigating class rarity in big data. 23 - Budi Padmaja, Madhu Bala Myneni, Epili Krishna Rao Patro:
A comparison on visual prediction models for MAMO (multi activity-multi object) recognition using deep learning. 24 - Pekka Pääkkönen, Daniel Pakkala:
Extending reference architecture of big data systems towards machine learning in edge computing environments. 25 - Mahsa Madani Hosseini, Manaf Zargoush, Farrokh Alemi, Raya E. Kheirbek:
Leveraging machine learning and big data for optimizing medication prescriptions in complex diseases: a case study in diabetes management. 26 - Fajar Purnama, Tsuyoshi Usagawa:
Using real-time online preprocessed mouse tracking for lower storage and transmission costs. 27 - John T. Hancock, Taghi M. Khoshgoftaar:
Survey on categorical data for neural networks. 28 - Wissam Nazeer Wassouf, Ramez Alkhatib, Kamal Salloum, Shadi Balloul:
Predictive analytics using big data for increased customer loyalty: Syriatel Telecom Company case study. 29 - Xingwei Hu:
Sorting big data by revealed preference with application to college ranking. 30 - Ali A. Amer:
On K-means clustering-based approach for DDBSs design. 31 - Khalid Aznag, Toufik Datsi, Ahmed El Oirrak, Essaid El Bachari:
Binary image description using frequent itemsets. 32 - P. Sasikala, L. Mary Immaculate Sheela:
Sentiment analysis of online product reviews using DLMNN and future prediction of online product using IANFIS. 33 - Nour Nassar, Assef Jafar, Yasser Rahhal:
Multi-criteria collaborative filtering recommender by fusing deep neural network and matrix factorization. 34 - Annapareddy V. N. Reddy, Ch. Phani Krishna, Pradeep Kumar Mallick, Sandeep Kumar Satapathy, Prayag Tiwari, Mikhail L. Zymbler, Sachin Kumar:
Analyzing MRI scans to detect glioblastoma tumor using hybrid deep belief networks. 35 - Joffrey L. Leevy, Taghi M. Khoshgoftaar, Richard A. Bauder, Naeem Seliya:
Investigating the relationship between time and predictive model maintenance. 36 - Shahidul Islam Khan, Abu Sayed Md. Latiful Hoque:
SICE: an improved missing data imputation technique. 37 - Feras A. Batarseh, Iya Ghassib, Deri (Sondor) Chong, Po-Hsuan Su:
Preventive healthcare policies in the US: solutions for disease management using Big Data Analytics. 38 - Hiba ALMarwi, Mossa Ghurab, Ibrahim A. Al-Baltah:
A hybrid semantic query expansion approach for Arabic information retrieval. 39 - Mahdi Hashemi, Margeret Hall:
Retraction Note: Criminal tendency detection from facial images and the gender bias effect. 40 - Iqbal H. Sarker, A. S. M. Kayes, Shahriar Badsha, Hamed AlQahtani, Paul A. Watters, Alex Ng:
Cybersecurity data science: an overview from machine learning perspective. 41 - Srikanth Thudumu, Philip Branch, Jiong Jin, Jugdutt Jack Singh:
A comprehensive survey of anomaly detection techniques for high dimensional big data. 42 - Jia Zheng Lim, James Mountstephens, Jason Teo:
Four-class emotion classification in virtual reality using pupillometry. 43 - Narges Peyravi, Ali Moeini:
Estimating runtime of a job in Hadoop MapReduce. 44 - Nour Nassar, Assef Jafar, Yasser Rahhal:
Correction to: Multi-criteria collaborative filtering recommender by fusing deep neural network and matrix factorization. 45 - Vladimir D. Shepelev, Sergei Aliukov, Alexander I. Glushkov, Salavat Shabiev:
Identification of distinguishing characteristics of intersections based on statistical analysis and data from video cameras. 46 - Muhammad Qasim Shabbir, Syed Babar Waheed Gardezi:
Application of big data analytics and organizational performance: the mediating role of knowledge management practices. 47 - Ifeoma Patricia Osamor, Victor Chukwudi Osamor:
OsamorSoft: clustering index for comparison and quality validation in high throughput dataset. 48 - V. Seethalakshmi, Govindasamy Vaiyapuri, Akila Venkatesan:
Hybrid gradient descent spider monkey optimization (HGDSMO) algorithm for efficient resource scheduling for big data processing in heterogenous environment. 49 - Thulasi Bikku:
Multi-layered deep learning perceptron approach for health risk prediction. 50 - Iqbal H. Sarker, Hamed AlQahtani, Fawaz Alsolami, Asif Irshad Khan, Yoosef B. Abushark, Mohammad Khubeb Siddiqui:
Context pre-modeling: an empirical analysis for classification based user-centric context-aware predictive modeling. 51 - Rung-Ching Chen, Christine Dewi, Su-Wen Huang, Rezzy Eko Caraka:
Selecting critical features for data classification based on machine learning methods. 52 - Mahya Seyedan, Fereshteh Mafakheri:
Predictive big data analytics for supply chain demand forecasting: methods, applications, and research opportunities. 53 - Sikha Bagui, Richard P. Stanley:
Mining frequent itemsets from streaming transaction data using genetic algorithms. 54 - Jacinta Holloway, Kate J. Helmstedt, Kerrie L. Mengersen:
Stochastic spatial random forest (SS-RF) for interpolating probabilities of missing land cover data. 55 - Velagapudi Sreenivas, Varsha Namdeo, Eda Vijay Kumar:
Group based emotion recognition from video sequence with hybrid optimization based recurrent fuzzy neural network. 56 - 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:
Plant diseases detection with low resolution data using nested skip connections. 57 - Didier Grimaldi, Javier Díaz-Cely, Hugo Arboleda:
Inferring the votes in a new political landscape: the case of the 2019 Spanish Presidential elections. 58 - Natalie Best, Jordan Ott, Erik Linstead:
Exploring the efficacy of transfer learning in mining image-based software artifacts. 59 - Marco Casolino:
Large scale analysis of violent death count in daily newspapers to quantify bias and censorship. 60 - Claude Lehmann, Lilach Goren Huber, Thomas Horisberger, Georg Scheiba, Ana Claudia Sima, Kurt Stockinger:
Big Data architecture for intelligent maintenance: a focus on query processing and machine learning algorithms. 61 - Gregor Ulm, Simon Smith, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand:
S-RASTER: contraction clustering for evolving data streams. 62 - Setegn Muche Fenta, Haile Mekonnen Fenta, Girum Meseret Ayenew:
The best statistical model to estimate predictors of under-five mortality in Ethiopia. 63 - Owusu Nyarko-Boateng, Adebayo Felix Adekoya, Benjamin Asubam Weyori:
Using machine learning techniques to predict the cost of repairing hard failures in underground fiber optics networks. 64 - Samiul Islam, Saman Hassanzadeh Amin:
Prediction of probable backorder scenarios in the supply chain using Distributed Random Forest and Gradient Boosting Machine learning techniques. 65 - Jingyi Shen, M. Omair Shafiq:
Short-term stock market price trend prediction using a comprehensive deep learning system. 66 - Ari Wibisono, Petrus Mursanto:
Multi Region-Based Feature Connected Layer (RB-FCL) of deep learning models for bone age assessment. 67 - Khloud Al Jallad, Mohamad Aljnidi, Mohammad Said Desouki:
Anomaly detection optimization using big data and deep learning to reduce false-positive. 68 - Ari Wibisono, Hanif Arief Wisesa, Zulia Putri Rahmadhani, Puteri Khatya Fahira, Petrus Mursanto, Wisnu Jatmiko:
Traditional food knowledge of Indonesia: a new high-quality food dataset and automatic recognition system. 69 - Jafar Tanha, Yousef Abdi, Negin Samadi, Nazila Razzaghi, Mohammad Asadpour:
Boosting methods for multi-class imbalanced data classification: an experimental review. 70 - Mohammed Ali Berawi, Perdana Miraj, Gunawan Saroji, Mustika Sari:
Impact of rail transit station proximity to commercial property prices: utilizing big data in urban real estate. 71 - Oksana Severiukhina, Sergey Kesarev, Klavdiya Bochenina, Alexander Boukhanovsky, Michael Harold Lees, Peter M. A. Sloot:
Large-scale forecasting of information spreading. 72 - Joffrey L. Leevy, Taghi M. Khoshgoftaar, Flavio Villanustre:
Survey on RNN and CRF models for de-identification of medical free text. 73 - Tohari Ahmad, Yoga Samudra:
Reversible data hiding with segmented secrets and smoothed samples in various audio genres. 1-19 - Amaryllis Mavragani, Konstantinos Gkillas, Konstantinos P. Tsagarakis:
Predictability analysis of the Pound's Brexit exchange rates based on Google Trends data. 1-19 - Thérence Nibareke, Jalal Laassiri:
Using Big Data-machine learning models for diabetes prediction and flight delays analytics. 1-18 - Widodo Budiharto, Vincent Andreas, Alexander Agung Santoso Gunawan:
Deep learning-based question answering system for intelligent humanoid robot. 1-10 - Wilfried Yves Hamilton Adoni, Tarik Nahhal, Moez Krichen, Abdeltif El byed, Ismail Assayad:
DHPV: a distributed algorithm for large-scale graph partitioning. 1-25 - K. Namitha, G. Santhosh Kumar:
Learning in the presence of concept recurrence in data stream clustering. 1-28 - Ali A. Amer, Hassan Ismail Abdalla:
A set theory based similarity measure for text clustering and classification. 1-43 - Tanmaya Mahapatra:
Composing high-level stream processing pipelines. 81 - Gousiya Begum, S. Zahoor Ul Huq, A. P. Siva Kumar:
Sandbox security model for Hadoop file system. 82 - Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh:
A novel method of constrained feature selection by the measurement of pairwise constraints uncertainty. 83 - Kirill Khazukov, Vladimir D. Shepelev, Tatiana Karpeta, Salavat Shabiev, Ivan Slobodin, Irakli Charbadze, Irina Alferova:
Real-time monitoring of traffic parameters. 84 - Ari Wibisono, Petrus Mursanto, Jihan Adibah, Wendy D. W. T. Bayu, May Iffah Rizki, Lintang Matahari Hasani, Valian Fil Ahli:
Distance variable improvement of time-series big data stream evaluation. 85 - Ramtin Bagheri, Morteza Amini, Somayeh Dolatnezhad Samarin:
Efficient verification of parallel matrix multiplication in public cloud: the MapReduce case. 86 - Nasaruddin Nasaruddin, Kahlil Muchtar, Afdhal Afdhal, Alvin Prayuda Juniarta Dwiyantoro:
Deep anomaly detection through visual attention in surveillance videos. 87 - Eliu A. Huerta, Asad Khan, Edward Davis, Colleen Bushell, William D. Gropp, Daniel S. Katz, Volodymyr V. Kindratenko, Seid Koric, William T. C. Kramer, Brendan McGinty, Kenton McHenry, Aaron Saxton:
Convergence of artificial intelligence and high performance computing on NSF-supported cyberinfrastructure. 88 - Omogbai Oleghe:
A predictive noise correction methodology for manufacturing process datasets. 89 - Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy:
Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia. 90 - Phuong Pho, Alexander V. Mantzaris:
Regularized Simple Graph Convolution (SGC) for improved interpretability of large datasets. 91 - Nataliia Neshenko, Christelle Nader, Elias Bou-Harb, Borko Furht:
A survey of methods supporting cyber situational awareness in the context of smart cities. 92 - Young-Eun Park:
Uncovering trend-based research insights on teaching and learning in big data. 93 - John T. Hancock, Taghi M. Khoshgoftaar:
CatBoost for big data: an interdisciplinary review. 94 - Patrick Obilikwu, Emeka Ogbuju:
A data model for enhanced data comparability across multiple organizations. 95 - Pradeep S. Virdee, Alice Fuller, Michael Jacobs, Tim Holt, Jacqueline Birks:
Assessing data quality from the Clinical Practice Research Datalink: a methodological approach applied to the full blood count blood test. 96 - Kassim S. Mwitondi, Isaac Munyakazi, Barnabas N. Gatsheni:
A robust machine learning approach to SDG data segmentation. 97 - Damodara Krishna Kishore Galla, Babu Reddy Mukamalla, Rama Prakasha Reddy Chegireddy:
Support vector machine based feature extraction for gender recognition from objects using lasso classifier. 98 - Amr Adel:
Utilizing technologies of fog computing in educational IoT systems: privacy, security, and agility perspective. 99 - Hamidreza Bolhasani, Somayyeh Jafarali Jassbi:
Deep learning accelerators: a case study with MAESTRO. 100 - Marek Nowicki:
Comparison of sort algorithms in Hadoop and PCJ. 101 - Ahmad Gamal, Ari Wibisono, Satrio Bagus Wicaksono, Muhammad Alvin Abyan, Nur Hamid, Hanif Arif Wisesa, Wisnu Jatmiko, Ronny Ardhianto:
Automatic LIDAR building segmentation based on DGCNN and euclidean clustering. 102 - Tian J. Ma, Rudy J. Garcia, Forest Danford, Laura Patrizi, Jennifer Galasso, Jason Loyd:
Big data actionable intelligence architecture. 103 - Joffrey L. Leevy, Taghi M. Khoshgoftaar:
A survey and analysis of intrusion detection models based on CSE-CIC-IDS2018 Big Data. 104 - Sydney Mambwe Kasongo, Yanxia Sun:
Performance Analysis of Intrusion Detection Systems Using a Feature Selection Method on the UNSW-NB15 Dataset. 105 - Maryam Farshchian Yazdi, Seyed Reza Kamel, Seyyed Javad Seyyed Mahdavi Chabok, Maryam Kheirabadi:
Flight delay prediction based on deep learning and Levenberg-Marquart algorithm. 106 - A. N. M. Bazlur Rashid, Mohiuddin Ahmed, Leslie F. Sikos, Paul S. Haskell-Dowland:
Cooperative co-evolution for feature selection in Big Data with random feature grouping. 107 - Tahani Daghistani, Huda Alghamdi, Riyad Alshammari, Raed H. AlHazme:
Predictors of outpatients' no-show: big data analytics using apache spark. 108 - Molham Al-Maleh, Said Desouki:
Arabic text summarization using deep learning approach. 109 - Nasim Ahmed, Andre L. C. Barczak, Teo Susnjak, Mohammed A. Rashid:
A comprehensive performance analysis of Apache Hadoop and Apache Spark for large scale data sets using HiBench. 110 - A. N. M. Bazlur Rashid, Mohiuddin Ahmed, Leslie F. Sikos, Paul S. Haskell-Dowland:
Correction to: Cooperative co‑evolution for feature selection in Big Data with random feature grouping. 111
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