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Journal of Big Data, Volume 10
Volume 10, Number 1, December 2023
- Eunil Park:
CRNet: a multimodal deep convolutional neural network for customer revisit prediction. 1 - Wondmagegn Taye Abebe
, Demeke Endalie:
Artificial intelligence models for prediction of monthly rainfall without climatic data for meteorological stations in Ethiopia. 2 - Eman R. AlBasiouny, Abdel-Fattah Attia Heliel, Hossam E. Abdelmunim, Hazem M. Abbas:
Robust visual tracking using very deep generative model. 3 - Nicolas Basty, Marjola Thanaj, Madeleine Cule, Elena P. Sorokin, Yi Liu, E. Louise Thomas
, Jimmy D. Bell, Brandon J. Whitcher:
Artifact-free fat-water separation in Dixon MRI using deep learning. 4 - Gagandeep Kaur
, Amit Sharma
:
A deep learning-based model using hybrid feature extraction approach for consumer sentiment analysis. 5 - Zahra Salekshahrezaee, Joffrey L. Leevy, Taghi M. Khoshgoftaar:
The effect of feature extraction and data sampling on credit card fraud detection. 6 - Miguel Ribeiro
, Diogo Teixeira, Pedro Barbosa, Nuno Jardim Nunes:
Using passive Wi-Fi for community crowd sensing during the COVID-19 pandemic. 7 - Nassim Sohaee:
Error and optimism bias regularization. 8 - Michael Ayitey Junior, Peter Appiahene, Obed Appiah, Ninfaakanga Christopher Bombie:
Forex market forecasting using machine learning: Systematic Literature Review and meta-analysis. 9 - Heru Nugroho
, Nugraha Priya Utama, Kridanto Surendro
:
Smoothing target encoding and class center-based firefly algorithm for handling missing values in categorical variable. 10 - Wei Zhang, Yahui Han, Baolin Yi, Zhaoli Zhang
:
Click-through rate prediction model integrating user interest and multi-head attention mechanism. 11 - Khawla Eissa Alhajaj, Immanuel Azaad Moonesar
:
The power of big data mining to improve the health care system in the United Arab Emirates. 12 - Nilusha Jayawickrama
, Enric Perarnau Ollé, Jesse Pirhonen, Risto Ojala, Klaus Kivekas, Jari Vepsäläinen
, Kari Tammi:
Architecture for determining the cleanliness in shared vehicles using an integrated machine vision and indoor air quality-monitoring system. 13 - Moncef Garouani
, Adeel Ahmad
, Mourad Bouneffa
, Mohamed Hamlich:
Autoencoder-kNN meta-model based data characterization approach for an automated selection of AI algorithms. 14 - Yuhua Yin
, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina, Jin Kwak:
IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset. 15 - Chinta Venkata Murali Krishna
, G. Appa Rao, S. Anuradha
:
Analysing the impact of contextual segments on the overall rating in multi-criteria recommender systems. 16 - Salim Salmi
, Lahcen Oughdir:
Performance evaluation of deep learning techniques for DoS attacks detection in wireless sensor network. 17 - Reshmi Sasibhooshan, Suresh Kumaraswamy, Santhoshkumar Sasidharan:
Image caption generation using Visual Attention Prediction and Contextual Spatial Relation Extraction. 18 - Changwu Wu
, Wenyong Long, Chaoying Qin, Xiangyu Wang, Yuzhe Li, Kai Xiao, Yue Li, Qing Liu:
Liquid biopsy-based identification of prognostic and immunotherapeutically relevant gene signatures in lower grade glioma. 19 - Daniele Bellutta, Kathleen M. Carley:
Investigating coordinated account creation using burst detection and network analysis. 20 - Madhu Bala Myneni
, D. N. Vasundhara, Haritha Akkineni
, CH. V. K. N. S. N. Moorthy:
Design, development and performance analysis of cognitive assisting aid with multi sensor fused navigation for visually impaired people. 21 - Clifford Kemp, Chad Calvert, Taghi M. Khoshgoftaar, Joffrey L. Leevy:
An approach to application-layer DoS detection. 22 - Benjamin D. Leiby, Darryl K. Ahner:
Multicollinearity applied stepwise stochastic imputation: a large dataset imputation through correlation-based regression. 23 - Muhammad Aslam
:
Data analysis for sequential contingencies under uncertainty. 24 - R. F. Famutimi, M. O. Oyelami, Ayodeji O. J. Ibitoye
, O. M. Awoniran:
An empirical comparison of the performances of single structure columnar in-memory and disk-resident data storage techniques using healthcare big data. 25 - Hiba Asri, Zahi Jarir:
Toward a smart health: big data analytics and IoT for real-time miscarriage prediction. 34 - Haochen Zou, Zitao Wang:
A semi-supervised short text sentiment classification method based on improved Bert model from unlabelled data. 35 - Jungryeol Park, Sundong Kwon, Seon-Phil Jeong:
A study on improving turnover intention forecasting by solving imbalanced data problems: focusing on SMOTE and generative adversarial networks. 36 - Vanesa López-Vázquez, José Manuel López-Guede
, Damianos Chatzievangelou
, Jacopo Aguzzi:
Deep learning based deep-sea automatic image enhancement and animal species classification. 37 - Zeynep Ilhan Taskin
, S. Kasirga Yildirak
, Çagdas Hakan Aladag:
An enhanced random forest approach using CoClust clustering: MIMIC-III and SMS spam collection application. 38 - John Adeoye, Mohamad Koohi-Moghadam, Siu-Wai Choi, Li-Wu Zheng
, Anthony Wing Ip Lo, Raymond King-Yin Tsang, Velda Ling Yu Chow, Abdulwarith Akinshipo, Peter Thomson
, Yu-Xiong Su
:
Predicting oral cancer risk in patients with oral leukoplakia and oral lichenoid mucositis using machine learning. 39 - Mohammad Sultan Mahmud
, Joshua Zhexue Huang, Rukhsana Ruby, Kaishun Wu:
An ensemble method for estimating the number of clusters in a big data set using multiple random samples. 40 - Youngjung Suh
:
Machine learning based customer churn prediction in home appliance rental business. 41 - John T. Hancock, Taghi M. Khoshgoftaar, Justin M. Johnson:
Evaluating classifier performance with highly imbalanced Big Data. 42 - Nicholas Soucy
, Salimeh Yasaei Sekeh:
CEU-Net: ensemble semantic segmentation of hyperspectral images using clustering. 43 - Moch Faisal Karim, Reza Rahutomo, Ida Bagus Kerthyayana Manuaba, Kartika Purwandari, Tirta Nugraha Mursitama, Bens Pardamean:
Free trade as domestic, economic, and strategic issues: a big data analytics approach. 44 - Wei Cui, Mingsheng Shang:
KAGN:knowledge-powered attention and graph convolutional networks for social media rumor detection. 45 - Laith Alzubaidi
, Jinshuai Bai
, Aiman Al-Sabaawi
, José Santamaría, Ahmed Shihab Albahri
, Bashar Sami Nayyef Al-dabbagh, Mohammed A. Fadhel
, Mohamed Manoufali, Jinglan Zhang, Ali H. Al-Timemy
, Ye Duan, Amjed Abdullah, Laith Farhan, Yi Lu, Ashish Gupta, Felix Albu, Amin M. Abbosh
, Yuantong Gu
:
A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications. 46 - Petrus Mursanto, Ari Wibisono, Puteri Khatya Fahira, Zulia Putri Rahmadhani, Hanif Arief Wisesa:
In-TFK: a scalable traditional food knowledge platform, a new traditional food dataset, platform, and multiprocess inference service. 47 - Divya Gangwani, Xingquan Zhu, Borko Furht:
Exploring investor-business-market interplay for business success prediction. 48 - Matteo Ceccarello, Andrea Pietracaprina, Geppino Pucci
, Federico Soldà:
Scalable and space-efficient Robust Matroid Center algorithms. 49 - Nikhat Parveen
, Prasun Chakrabarti, Bui Thanh Hung
, Amjan Shaik:
Twitter sentiment analysis using hybrid gated attention recurrent network. 50 - Qizhong Mao, Mohiuddin Abdul Qader, Vagelis Hristidis:
Comparison of LSM indexing techniques for storing spatial data. 51 - Mario San Emeterio de la Parte
, José-Fernán Martínez-Ortega, Vicente Hernández Díaz
, Néstor Lucas Martínez
:
Big Data and precision agriculture: a novel spatio-temporal semantic IoT data management framework for improved interoperability. 52 - Praveen Kumar Donta
, Boris Sedlak
, Victor Casamayor-Pujol, Schahram Dustdar
:
Governance and sustainability of distributed continuum systems: a big data approach. 53 - Ognjen Antonijevic
, Slobodan Jelic
, Branislav Bajat, Milan Kilibarda
:
Transfer learning approach based on satellite image time series for the crop classification problem. 54 - Chang Liu
, Zhenjie Yao, Pengfei Liu, Yanhui Tu, Hu Chen, Haibo Cheng, Lixin Xie, Kun Xiao:
Early prediction of MODS interventions in the intensive care unit using machine learning. 55 - Pouya Ataei, Daniel Staegemann:
Application of microservices patterns to big data systems. 56 - Naphtali Rishe, M. Hadi Amini, Malek Adjouadi
:
Scenic routing navigation using property valuation. 57 - Joffrey L. Leevy, Justin M. Johnson, John T. Hancock, Taghi M. Khoshgoftaar:
Threshold optimization and random undersampling for imbalanced credit card data. 58 - Oliver Lloyd, Yi Liu
, Tom R. Gaunt:
Assessing the effects of hyperparameters on knowledge graph embedding quality. 59 - Andreas Gregoriades
, Maria Pampaka, Herodotos Herodotou, Evripides Christodoulou:
Explaining tourist revisit intention using natural language processing and classification techniques. 60 - Budi Padmaja
, CH. V. K. N. S. N. Moorthy
, N. Venkateswarulu
, Madhu Bala Myneni
:
Exploration of issues, challenges and latest developments in autonomous cars. 61 - Safak Kayikci
, Taghi M. Khoshgoftaar:
Breast cancer prediction using gated attentive multimodal deep learning. 62 - Qilong Pan
, Fouzi Harrou
, Ying Sun:
A comparison of machine learning methods for ozone pollution prediction. 63 - Irena Mitrovic, Marko Misic, Jelica Protic:
Exploring high scientific productivity in international co-authorship of a small developing country based on collaboration patterns. 64 - Sunggon Kim
, Alex Sim
, Kesheng Wu
, Suren Byna
, Yongseok Son:
Design and implementation of I/O performance prediction scheme on HPC systems through large-scale log analysis. 65 - Junhyeok Park, Youngsuk Seo, Jaehyuk Cho:
Unsupervised outlier detection for time-series data of indoor air quality using LSTM autoencoder with ensemble method. 66 - Filip Dordevic
, Svetlana M. Kostic
:
Practical ANN prediction models for the axial capacity of square CFST columns. 67 - Matevz Hribernik
, Saso Tomazic, Anton Umek, Anton Kos:
Unified platform for storing, retrieving, and analysing biomechanical applications data using graph database. 68 - Bowen Shi, Ke Xu, Jichang Zhao:
Domain-relevance of influence: characterizing variations in online influence across multiple domains on social media. 69 - Hongkai Zhuang, Zedan Zhang, Bo Chen, Chenwei Tang, Xinming Chen, Wenliang Tan, Lei Yang, Zhiqin Xie
, Xiaowu Ma, Qingbin Wang, Bingkun Wang, Changzhen Shang, Yajin Chen:
Prognostic stratification based on HIF-1α signaling for evaluating hypoxia status and immune landscape in hepatocellular carcinoma. 70 - Aleksandar Kartelj, Marko Djukanovic:
RILS-ROLS: robust symbolic regression via iterated local search and ordinary least squares. 71 - Tijana Geroski, Djordje G. Jakovljevic, Nenad Filipovic:
Big Data in multiscale modelling: from medical image processing to personalized models. 72 - Zoran Babovic
, Branislav Bajat
, Vladan Dokic
, Filip Dordevic
, Drazen Draskovic
, Nenad Filipovic
, Borko Furht, Nikola Gacic, Igor Ikodinovic, Marija Ilic, Ayhan Irfanoglu, Branislav Jelenkovic
, Aleksandar Kartelj, Gerhard Klimeck
, Nenad Korolija
, Milos Kotlar, Milos Kovacevic
, Vladan Kuzmanovic
, Marko Marinkovic
, Slobodan Markovic, Avi Mendelson, Veljko Milutinovic
, Aleksandar Neskovic, Natasa Neskovic, Nenad S. Mitic
, Bosko Nikolic
, Konstantin Novoselov, Arun Prakash
, Ivan Ratkovic
, Zoran Stojadinovic
, Andrey Ustyuzhanin
, Stanislaw H. Zak:
Research in computing-intensive simulations for nature-oriented civil-engineering and related scientific fields, using machine learning and big data: an overview of open problems. 73 - Alaa Alnissany, Yazan Dayoub:
Modified centroid triplet loss for person re-identification. 74 - Miguel A. Avargues
, Manel Lurbe
, Salvador Petit, María Engracia Gómez, Rui Yang, Xiaoping Zhu, Guanhao Wang, Julio Sahuquillo:
Main memory controller with multiple media technologies for big data workloads. 75 - Hamidreza Bolhasani, Somayyeh Jafarali Jassbi, Arash Sharifi:
DLA-E: a deep learning accelerator for endoscopic images classification. 76 - Sunghyon Kyeong
, Dae Hyun Kim:
Development of a flexible self-calculation scoring model to determine stroke occurrence. 77 - Vojislav Bogdanovic, Zhi-Hong Mao:
Conflict resolution in the case of convective weather cell circumvention. 78 - Yifan Guo, Helen X. Mao, Jijun Yin, Zhi-Hong Mao:
Gaussian transformation enhanced semi-supervised learning for sleep stage classification. 79 - Bilal Abu-Salih, Muhammad Al-Qurishi, Mohammed Alweshah, Mohammad Al-Smadi
, Reem Alfayez, Heba Saadeh:
Healthcare knowledge graph construction: A systematic review of the state-of-the-art, open issues, and opportunities. 81 - Sezai Tunca
, Bülent Sezen, Violetta Wilk
:
An exploratory content and sentiment analysis of the guardian metaverse articles using leximancer and natural language processing. 82 - Ana Almeida
, Susana Brás, Susana Sargento
, Filipe Cabral Pinto:
Time series big data: a survey on data stream frameworks, analysis and algorithms. 83 - Ran Huang:
Improved content recommendation algorithm integrating semantic information. 84 - Jewel X. Zhu, Minghan Sun, Shelia X. Wei, Fred Y. Ye:
Characterizing patent big data upon IPC: a survey of triadic patent families and PCT applications. 85 - Roman Bhuiyan, Junaidi Abdullah, Noramiza Hashim, Fahmid Al Farid, Jia Uddin:
Hajj pilgrimage abnormal crowd movement monitoring using optical flow and FCNN. 86 - Asefeh Asemi, Adeleh Asemi, Andrea Ko:
Adaptive neuro-fuzzy inference system for customizing investment type based on the potential investors' demographics and feedback. 87 - Chih-Hsueh Lin, Ulin Nuha
:
Sentiment analysis of Indonesian datasets based on a hybrid deep-learning strategy. 88 - Zoran Babovic
, Branislav Bajat
, Dusan Barac, Vesna Bengin, Vladan Dokic
, Filip Dordevic
, Drazen Draskovic
, Nenad Filipovic
, Stephan French, Borko Furht, Marija Ilic, Ayhan Irfanoglu, Aleksandar Kartelj, Milan Kilibarda
, Gerhard Klimeck
, Nenad Korolija
, Milos Kotlar, Milos Kovacevic
, Vladan Kuzmanovic
, Jean-Marie Lehn, Dejan Madic, Marko Marinkovic
, Miodrag M. Spalevic, Avi Mendelson, Fedor Mesinger, Gradimir V. Milovanovic
, Veljko Milutinovic
, Nenad S. Mitic
, Aleksandar Neskovic, Natasa Neskovic, Bosko Nikolic
, Konstantin Novoselov, Arun Prakash
, Jelica Protic
, Ivan Ratkovic
, Diego Rios, Dan Shechtman, Zoran Stojadinovic
, Andrey Ustyuzhanin
, Stanislaw H. Zak:
Teaching computing for complex problems in civil engineering and geosciences using big data and machine learning: synergizing four different computing paradigms and four different management domains. 89 - Reem Salman, Ayman Alzaatreh, Mohammad T. Al Bataineh:
Feature selection of the respiratory microbiota associated with asthma. 90 - Antonio Manuel Burgueño
, José F. Aldana-Martín
, María Vázquez-Pendón, Cristóbal Barba-González, Yaiza Jiménez Gómez, Virginia E. García-Millán, Ismael Navas-Delgado:
Scalable approach for high-resolution land cover: a case study in the Mediterranean Basin. 91 - Aamna Al Shehhi, Roy E. Welsch:
Artificial intelligence for improving Nitrogen Dioxide forecasting of Abu Dhabi environment agency ground-based stations. 92 - Adekanmi Adeyinka Adegun, Serestina Viriri, Jules-Raymond Tapamo:
Review of deep learning methods for remote sensing satellite images classification: experimental survey and comparative analysis. 93 - Pawel Ziemba
, Jaroslaw Becker
, Aneta Becker
, Aleksandra Radomska-Zalas
:
Framework for multi-criteria assessment of classification models for the purposes of credit scoring. 94 - Amin Sahebi, Marco Barbone
, Marco Procaccini, Wayne Luk, Georgi Gaydadjiev
, Roberto Giorgi:
Distributed large-scale graph processing on FPGAs. 95 - Marcel Aach, Eray Inanc
, Rakesh Sarma
, Morris Riedel, Andreas Lintermann:
Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks. 96 - Loubna Lamrini, Mohammed Chaouki Abounaima, Mohammed Talibi Alaoui:
New distributed-topsis approach for multi-criteria decision-making problems in a big data context. 97 - Piotr S. Maciag, Robert Bembenik, Artur Dubrawski:
Discovery of crime event sequences with constricted spatio-temporal sequential patterns. 98 - Jieun Lee
, Kwan Ok Lee:
Online listing data and their interaction with market dynamics: evidence from Singapore during COVID-19. 99 - Dong-Hyun Heo, Sung Ho Park
, Soon Ju Kang:
Detecting unregistered users through semi-supervised anomaly detection with similarity datasets. 100 - Alyaa Hamel Sfayyih, Nasri Sulaiman, Ahmad H. Sabry
:
A review on lung disease recognition by acoustic signal analysis with deep learning networks. 101 - Fitsum Gebreegziabher Gebretsadik, Sabuzima Nayak, Ripon Patgiri
:
eBF: an enhanced Bloom Filter for intrusion detection in IoT. 102 - Hamid Nasiri, Saeed Nasehi, Arman Divband, Maziar Goudarzi:
A scheduling algorithm to maximize storm throughput in heterogeneous cluster. 103 - Rong Jiang, Xue Chen, Yimin Yu, Ying Zhang, Weiping Ding:
Risk and UCON-based access control model for healthcare big data. 104 - Yousef S. Alsahafi, Mohamed A. Kassem
, Khalid M. Hosny
:
Skin-Net: a novel deep residual network for skin lesions classification using multilevel feature extraction and cross-channel correlation with detection of outlier. 105 - Robert K. L. Kennedy, Zahra Salekshahrezaee, Flavio Villanustre
, Taghi M. Khoshgoftaar:
Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning. 106 - Hai-jun Zhang, Ying-hui Chen, Hankui Zhuo:
Unit middleware for implementation of human-machine interconnection intelligent ecology construction. 107 - Swati A. Patil, G. Pradeepini
, Komati Thirupathi Rao:
Novel mathematical model for the classification of music and rhythmic genre using deep neural network. 108 - Stasa Vujicic Stankovic
, Miljana Mladenovic:
An approach to automatic classification of hate speech in sports domain on social media. 109 - Amira Samy Talaat:
Sentiment analysis classification system using hybrid BERT models. 110 - Wei Feng, Meihan Duan, Bingjie Wang, Yu Du, Yiran Zhao, Bin Wang, Lin Zhao, Zongyuan Ge, Yuntao Hu:
Automated segmentation of choroidal neovascularization on optical coherence tomography angiography images of neovascular age-related macular degeneration patients based on deep learning. 111 - Lars Lundberg:
Bibliometric mining of research directions and trends for big data. 112 - Jieun Kang, SuBi Kim, Yong Ik Yoon:
Multi combination pattern labeling by using deep learning for chameleon rotary machine environment. 113 - Gang Hu, Guanglei Sheng, Wang Xiaofeng, Jinlin Jiang:
CCNNet: a novel lightweight convolutional neural network and its application in traditional Chinese medicine recognition. 114 - João Fonseca
, Fernando Bação
:
Tabular and latent space synthetic data generation: a literature review. 115 - Laura Dipietro, Paola Gonzalez-Mego, Ciro Ramos-Estebanez
, Lauren Hana Zukowski, Rahul Mikkilineni, Richard J. Rushmore, Timothy Wagner:
The evolution of Big Data in neuroscience and neurology. 116 - Rishabh Subramanian:
Have the cake and eat it too: Differential Privacy enables privacy and precise analytics. 117 - Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar:
Comparative analysis of binary and one-class classification techniques for credit card fraud data. 118 - Ashkan Dehghan, Kinga Siuta
, Agata Skorupka, Akshat Dubey, Andrei Betlen, David Miller, Wei Xu, Bogumil Kaminski, Pawel Pralat:
Detecting bots in social-networks using node and structural embeddings. 119 - Marina Gul
, M. Abdul Rehman
:
Big data: an optimized approach for cluster initialization. 120 - Jiewei Jiang, Wei Liu, Mengjie Pei, Liufei Guo, Jingshi Yang, Chengchao Wu, Jiaojiao Lu, Ruijie Gao, Wei Chen, Jiamin Gong, Mingmin Zhu, Zhongwen Li:
Automatic diagnosis of keratitis using object localization combined with cost-sensitive deep attention convolutional neural network. 121 - Deepak Choudhary, Roop Pahuja
:
Awareness routing algorithm in vehicular ad-hoc networks (VANETs). 122 - Bakht Zaman, Dogan Altan, Dusica Marijan, Tetyana Kholodna:
Reactive buffering window trajectory segmentation: RBW-TS. 123 - Belal A. Hamed, Osman Ali Sadek Ibrahim
, Tarek Abd El-Hafeez
:
Optimizing classification efficiency with machine learning techniques for pattern matching. 124 - Mahdi Hashemi
:
Geographical visualization of tweets, misinformation, and extremism during the USA 2020 presidential election using LSTM, NLP, and GIS. 125 - Muhammad Aslam
:
Time series data analysis under indeterminacy. 126