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ORCIDJournal 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 - Manuel Jesús Jiménez-Navarro, María Martínez-Ballesteros, Francisco Martínez-Álvarez, Gualberto Asencio-Cortés:
A new deep learning architecture with inductive bias balance for transformer oil temperature forecasting. 80 - 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 - Abdelrahman Abdallah, Bhawna Piryani, Adam Jatowt:
Exploring the state of the art in legal QA systems. 127 - Yasir Ali, Habib Ullah Khan, Muhammad Khalid:
Engineering the advances of the artificial neural networks (ANNs) for the security requirements of Internet of Things: a systematic review. 128 - Zhiyuan Zheng, Hantao Yang, Yang Shi, Feng Zhou, Lingxiao Liu, Zhiping Yan, Xiaolin Wang:
Identification of tumor antigens and anoikis-based molecular subtypes in the hepatocellular carcinoma immune microenvironment: implications for mRNA vaccine development and precision treatment. 129 - Olayemi Joshua Ibidoja, Pei Shan Fam, Jumat Sulaiman, Majid Khan Majahar Ali:
Detecting heterogeneity parameters and hybrid models for precision farming. 130 - Muhammad Aslam, Faten S. Alamri:
Data analysis for vague contingency data. 131 - Shuyu Li, Nan Zhang, Hao Zhang, Ran Zhou, Zirui Li, Xue Yang, Wantao Wu, Hanning Li, Peng Luo, Zeyu Wang, Ziyu Dai, Xisong Liang, Jie Wen, Xun Zhang, Bo Zhang, Quan Cheng, Qi Zhang, Zhifang Yang:
Artificial intelligence learning landscape of triple-negative breast cancer uncovers new opportunities for enhancing outcomes and immunotherapy responses. 132 - Kumar Rahul, Rohitash Kumar Banyal, Neeraj Arora:
A systematic review on big data applications and scope for industrial processing and healthcare sectors. 133 - Li Dong, Lie Ju, Shiqi Hui, Lihua Luo, Xue Jiang, Zihan Nie, Ruiheng Zhang, Wenda Zhou, Heyan Li, Jost B. Jonas, Xin Wang, Xin Zhao, Chao He, Yuzhong Chen, Zhaohui Wang, Jianxiong Gao, Zongyuan Ge, Wenbin Wei, Dongmei Li:
Retinal photograph-based deep learning system for detection of hyperthyroidism: a multicenter, diagnostic study. 134 - Shixiang Ma, Junhai Zhai:
Big data decision tree for continuous-valued attributes based on unbalanced cut points. 135 - Devira Anggi Maharani, Carmadi Machbub, Lenni Yulianti, Pranoto Hidaya Rusmin:
Deep features fusion for KCF-based moving object tracking. 136 - Kezhou Ren, Yifan Zeng, Yuanfu Zhong, Biao Sheng, Yingchao Zhang:
MAFSIDS: a reinforcement learning-based intrusion detection model for multi-agent feature selection networks. 137 - Habib Ullah Khan, Muhammad Sohail, Shah Nazir, Tariq Hussain, Babar Shah, Farman Ali:
Role of authentication factors in Fin-tech mobile transaction security. 138 - Avinash L. Golande, T. Pavankumar:
Optical electrocardiogram based heart disease prediction using hybrid deep learning. 139 - Dougho Park, Su Yun Lee, Jong Hun Kim, Hyoung Seop Kim:
Classification of long-term clinical course of Parkinson's disease using clustering algorithms on social support registry database. 140 - Geonil Yun, Yongjae Lee, A-Seong Moon, Jaesung Lee:
Hypert: hypernymy-aware BERT with Hearst pattern exploitation for hypernym discovery. 141 - Lei Chen, Mazlin Mohamed Mokhtar:
Education on quality assurance and assessment in teaching quality of high school instructors. 142 - Muhammad Aslam:
Simulating imprecise data: sine-cosine and convolution methods with neutrosophic normal distribution. 143 - Nadiah A. Baghdadi, Sally F. Abdelaliem, Amer Malki, Ibrahim Gad, Ashraf Ewis, El-Sayed Atlam:
Advanced machine learning techniques for cardiovascular disease early detection and diagnosis. 144 - Mahe Zabin, Anika Nahian Binte Kabir, Muhammad Khubayeeb Kabir, Ho-Jin Choi, Jia Uddin:
Contrastive self-supervised representation learning framework for metal surface defect detection. 145 - Samantha T. Arundel, Kevin G. McKeehan, Bryan B. Campbell, Andrew N. Bulen, Philip Thiem:
A guide to creating an effective big data management framework. 146 - Muhammad Aslam:
Cochran's Q test for analyzing categorical data under uncertainty. 147 - Mian Muhammad Yasir Khalil, Qingxian Wang, Bo Chen, Weidong Wang:
Cross-modality representation learning from transformer for hashtag prediction. 148 - Lang Li, Lvyuan He, Ying Zhu:
Dissecting tumor antigens and immune subtypes for mRNA vaccine development in breast cancer. 149 - Xian-Long Lv, Hsiao-Dong Chiang, Na Dong:
Automatic DNN architecture design using CPSOTJUTT for power system inspection. 150 - Masoud A. Rostami, Behnaz Balmaki, Lee A. Dyer, Julie M. Allen, Mohamed F. Sallam, Fabrizio Frontalini:
Efficient pollen grain classification using pre-trained Convolutional Neural Networks: a comprehensive study. 151 - Yaolin Zhu, Ran Liu, Gang Hu, Xin Chen, Wenya Li:
Accurate identification of cashmere and wool fibers based on enhanced ShuffleNetV2 and transfer learning. 152 - Tayyebe Feizi, Mohammad Hossein Moattar, Hamid Tabatabaee:
A multi-manifold learning based instance weighting and under-sampling for imbalanced data classification problems. 153 - John T. Hancock, Richard A. Bauder, Huanjing Wang, Taghi M. Khoshgoftaar:
Explainable machine learning models for Medicare fraud detection. 154 - Zhongnan Zhao, Wenjing Liu, Kun Wang:
Research on sentiment analysis method of opinion mining based on multi-model fusion transfer learning. 155 - Hung Du, Srikanth Thudumu, Antonio Giardina, Rajesh Vasa, Kon Mouzakis, Li Jiang, John Chisholm, Sanat Bista:
Contextual topic discovery using unsupervised keyphrase extraction and hierarchical semantic graph model. 156 - Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar, Azadeh Abdollah Zadeh:
Investigating the effectiveness of one-class and binary classification for fraud detection. 157 - Mohammad Dehghani, Zahra Yazdanparast:
From distributed machine to distributed deep learning: a comprehensive survey. 158 - Kiran Fahd, Shah Jahan Miah:
Designing and evaluating a big data analytics approach for predicting students' success factors. 159 - Su Özgür, Mehmet Orman:
Application of deep learning technique in next generation sequence experiments. 160 - Shai Berkovitz, Amit Mazuz, Michael Fire:
Open framework for analyzing public parliaments data. 161 - Aadil Gani Ganie, Samad Dadvandipour:
From big data to smart data: a sample gradient descent approach for machine learning. 162 - Zakariae Alami Merrouni, Bouchra Frikh, Brahim Ouhbi:
EXABSUM: a new text summarization approach for generating extractive and abstractive summaries. 163 - Babitha Philip, Zhenyu Xu, Hamad Aljassmi, Qieshi Zhang, Luqman Ali:
ASENN: attention-based selective embedding neural networks for road distress prediction. 164 - Zaoqu Liu, Long Liu, Siyuan Weng, Hui Xu, Zhe Xing, Yuqing Ren, Xiaoyong Ge, Libo Wang, Chunguang Guo, Lifeng Li, Quan Cheng, Peng Luo, Jian Zhang, Xinwei Han:
BEST: a web application for comprehensive biomarker exploration on large-scale data in solid tumors. 165 - Muhammad Aslam:
The run test for two samples in the presence of uncertainty. 166 - Abiodun Ayantayo, Amrit Kaur, Anit Kour, Xavier Schmoor, Fayyaz Shah, Ian Vickers, Paul Kearney, Mohammed M. Abdelsamea:
Network intrusion detection using feature fusion with deep learning. 167 - Kiran Adnan, Rehan Akbar, Khor Siak Wang:
Usability enhancement model for unstructured text in big data. 168 - Ligui Wang, Yuqi Liu, Hui Chen, Shaofu Qiu, Yonghong Liu, Mingjuan Yang, Xinying Du, Zhenjun Li, Rongzhang Hao, Huaiyu Tian, Hongbin Song:
Search-engine-based surveillance using artificial intelligence for early detection of coronavirus disease outbreak. 169 - Lahcen Tamym, Lyès Benyoucef, Ahmed Nait-Sidi-Moh, Moulay Driss El Ouadghiri:
Big Data Analytics-based life cycle sustainability assessment for sustainable manufacturing enterprises evaluation. 170 - Kornelia M. Batko:
Digital social innovation based on Big Data Analytics for health and well-being of society. 171 - Hassan Ismail Abdalla, Ali A. Amer, Sri Devi Ravana:
On hierarchical clustering-based approach for RDDBS design. 172 - Rebecca Eichler, Christoph Gröger, Eva Hoos, Christoph Stach, Holger Schwarz, Bernhard Mitschang:
Introducing the enterprise data marketplace: a platform for democratizing company data. 173 - R. Onur Öztornaci, Hamzah Syed, Andrew P. Morris, Bahar Tasdelen:
The use of class imbalanced learning methods on ULSAM data to predict the case-control status in genome-wide association studies. 174 - Muhammad Aslam, Faten S. Alamri:
Algorithm for generating neutrosophic data using accept-reject method. 175 - Ao Feng, Jiazhi Cai, Zhengjie Gao, Xiaojie Li:
Aspect-level sentiment classification with fused local and global context. 176 - Muhammad Aslam:
Uncertainty-driven generation of neutrosophic random variates from the Weibull distribution. 177 - Nadhir Ben Halima, Ala Saleh D. Alluhaidan, Mohammad Zunnun Khan, Mohammad Shahid Husain, Mohammad Ayoub Khan:
A service-categorized security scheme with physical unclonable functions for internet of vehicles. 178 - Maged Mamdouh, Mostafa Ezzat, Hesham A. Hefny:
A novel intelligent approach for flight delay prediction. 179 - Xiaoyu Shi, Quanliang Liu, Yanan Bai, Mingsheng Shang:
RTiSR: a review-driven time interval-aware sequential recommendation method. - Anita Shiravani, Mohammad Hadi Sadreddini, Hassan Nosrati Nahook:
Network intrusion detection using data dimensions reduction techniques. - Lingxi Liu, Giovanni Delnevo, Silvia Mirri:
Unsupervised hyperspectral image segmentation of films: a hierarchical clustering-based approach. - Eman Abd El-Aziz, Radwa Fathalla, Mohamed Shaheen:
Deep reinforcement learning for data-efficient weakly supervised business process anomaly detection. - Sreemoyee Biswas, Anuja Fole, Nilay Khare, Pragati Agrawal:
Enhancing correlated big data privacy using differential privacy and machine learning. - Musaed Alrashidi, Saifur Rahman:
Short-term photovoltaic power production forecasting based on novel hybrid data-driven models. - Costantino Thanos, Carlo Meghini, Valentina Bartalesi, Gianpaolo Coro:
An exploratory approach to data driven knowledge creation. - John Adeoye, Liuling Hui, Yu-Xiong Su:
Data-centric artificial intelligence in oncology: a systematic review assessing data quality in machine learning models for head and neck cancer.
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