Ausgabe 1/2023
Inhalt (179 Artikel)
CRNet: a multimodal deep convolutional neural network for customer revisit prediction
Eunil Park
Artificial intelligence models for prediction of monthly rainfall without climatic data for meteorological stations in Ethiopia
Wondmagegn Taye Abebe, Demeke Endalie
Robust visual tracking using very deep generative model
Eman R. AlBasiouny, Abdel-Fattah Attia, Hossam E. Abdelmunim, Hazem M. Abbas
Artifact-free fat-water separation in Dixon MRI using deep learning
Nicolas Basty, Marjola Thanaj, Madeleine Cule, Elena P. Sorokin, Yi Liu, E. Louise Thomas, Jimmy D. Bell, Brandon Whitcher
A deep learning-based model using hybrid feature extraction approach for consumer sentiment analysis
Gagandeep Kaur, Amit Sharma
The effect of feature extraction and data sampling on credit card fraud detection
Zahra Salekshahrezaee, Joffrey L. Leevy, Taghi M. Khoshgoftaar
Using passive Wi-Fi for community crowd sensing during the COVID-19 pandemic
Miguel Ribeiro, Diogo Teixeira, Pedro Barbosa, Nuno Jardim Nunes
Forex market forecasting using machine learning: Systematic Literature Review and meta-analysis
Michael Ayitey Junior, Peter Appiahene, Obed Appiah, Christopher Ninfaakang Bombie
Smoothing target encoding and class center-based firefly algorithm for handling missing values in categorical variable
Heru Nugroho, Nugraha Priya Utama, Kridanto Surendro
Click-through rate prediction model integrating user interest and multi-head attention mechanism
Wei Zhang, Yahui Han, Baolin Yi, Zhaoli Zhang
The power of big data mining to improve the health care system in the United Arab Emirates
Khawla Eissa Alhajaj, Immanuel Azaad Moonesar
Architecture for determining the cleanliness in shared vehicles using an integrated machine vision and indoor air quality-monitoring system
Nilusha Jayawickrama, Enric Perarnau Ollé, Jesse Pirhonen, Risto Ojala, Klaus Kivekäs, Jari Vepsäläinen, Kari Tammi
Autoencoder-kNN meta-model based data characterization approach for an automated selection of AI algorithms
Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich
IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset
Yuhua Yin, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina, Jin Kwak
Analysing the impact of contextual segments on the overall rating in multi-criteria recommender systems
Chinta Venkata Murali Krishna, G. Appa Rao, S. Anuradha
Performance evaluation of deep learning techniques for DoS attacks detection in wireless sensor network
Salim Salmi, Lahcen Oughdir
Image caption generation using Visual Attention Prediction and Contextual Spatial Relation Extraction
Reshmi Sasibhooshan, Suresh Kumaraswamy, Santhoshkumar Sasidharan
Liquid biopsy-based identification of prognostic and immunotherapeutically relevant gene signatures in lower grade glioma
Changwu Wu, Wenyong Long, Chaoying Qin, Xiangyu Wang, Yuzhe Li, Kai Xiao, Yue Li, Qing Liu
Investigating coordinated account creation using burst detection and network analysis
Daniele Bellutta, Kathleen M. Carley
Design, development and performance analysis of cognitive assisting aid with multi sensor fused navigation for visually impaired people
Myneni Madhu Bala, D. N. Vasundhara, Akkineni Haritha, CH. V. K. N. S. N. Moorthy
An approach to application-layer DoS detection
Cliff Kemp, Chad Calvert, Taghi M. Khoshgoftaar, Joffrey L. Leevy
Multicollinearity applied stepwise stochastic imputation: a large dataset imputation through correlation-based regression
Benjamin D. Leiby, Darryl K. Ahner
An empirical comparison of the performances of single structure columnar in-memory and disk-resident data storage techniques using healthcare big data
R. F. Famutimi, M. O. Oyelami, A. O. Ibitoye, O. M. Awoniran
Short-term photovoltaic power production forecasting based on novel hybrid data-driven models
Musaed Alrashidi, Saifur Rahman
Network intrusion detection using data dimensions reduction techniques
Anita Shiravani, Mohammad Hadi Sadreddini, Hassan Nosrati Nahook
Data-centric artificial intelligence in oncology: a systematic review assessing data quality in machine learning models for head and neck cancer
John Adeoye, Liuling Hui, Yu-Xiong Su
An exploratory approach to data driven knowledge creation
Costantino Thanos, Carlo Meghini, Valentina Bartalesi, Gianpaolo Coro
Enhancing correlated big data privacy using differential privacy and machine learning
Sreemoyee Biswas, Anuja Fole, Nilay Khare, Pragati Agrawal
Unsupervised hyperspectral image segmentation of films: a hierarchical clustering-based approach
Lingxi Liu, Giovanni Delnevo, Silvia Mirri
RTiSR: a review-driven time interval-aware sequential recommendation method
Xiaoyu Shi, Quanliang Liu, Yanan Bai, Mingsheng Shang
Deep reinforcement learning for data-efficient weakly supervised business process anomaly detection
Eman Abd Elaziz, Radwa Fathalla, Mohamed Shaheen
Toward a smart health: big data analytics and IoT for real-time miscarriage prediction
Hiba Asri, Zahi Jarir
A semi-supervised short text sentiment classification method based on improved Bert model from unlabelled data
Haochen Zou, Zitao Wang
A study on improving turnover intention forecasting by solving imbalanced data problems: focusing on SMOTE and generative adversarial networks
Jungryeol Park, Sundong Kwon, Seon-Phil Jeong
Deep learning based deep-sea automatic image enhancement and animal species classification
Vanesa Lopez-Vazquez, Jose Manuel Lopez-Guede, Damianos Chatzievangelou, Jacopo Aguzzi
An enhanced random forest approach using CoClust clustering: MIMIC-III and SMS spam collection application
Zeynep Ilhan Taskin, Kasirga Yildirak, Cagdas Hakan Aladag
Predicting oral cancer risk in patients with oral leukoplakia and oral lichenoid mucositis using machine learning
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
An ensemble method for estimating the number of clusters in a big data set using multiple random samples
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Rukhsana Ruby, Kaishun Wu
Machine learning based customer churn prediction in home appliance rental business
Youngjung Suh
Evaluating classifier performance with highly imbalanced Big Data
John T. Hancock, Taghi M. Khoshgoftaar, Justin M. Johnson
CEU-Net: ensemble semantic segmentation of hyperspectral images using clustering
Nicholas Soucy, Salimeh Yasaei Sekeh
Free trade as domestic, economic, and strategic issues: a big data analytics approach
Moch Faisal Karim, Reza Rahutomo, Ida Bagus Kerthyayana Manuaba, Kartika Purwandari, Tirta Nugraha Mursitama, Bens Pardamean
KAGN:knowledge-powered attention and graph convolutional networks for social media rumor detection
Wei Cui, Mingsheng Shang
A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications
Laith Alzubaidi, Jinshuai Bai, Aiman Al-Sabaawi, Jose Santamaría, A. S. 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 Abbosh, Yuantong Gu
In-TFK: a scalable traditional food knowledge platform, a new traditional food dataset, platform, and multiprocess inference service
Petrus Mursanto, Ari Wibisono, Puteri Khatya Fahira, Zulia Putri Rahmadhani, Hanif Arief Wisesa
Exploring investor-business-market interplay for business success prediction
Divya Gangwani, Xingquan Zhu, Borko Furht
Scalable and space-efficient Robust Matroid Center algorithms
Matteo Ceccarello, Andrea Pietracaprina, Geppino Pucci, Federico Soldà
Twitter sentiment analysis using hybrid gated attention recurrent network
Nikhat Parveen, Prasun Chakrabarti, Bui Thanh Hung, Amjan Shaik
Comparison of LSM indexing techniques for storing spatial data
Qizhong Mao, Mohiuddin Abdul Qader, Vagelis Hristidis
Big Data and precision agriculture: a novel spatio-temporal semantic IoT data management framework for improved interoperability
Mario San Emeterio de la Parte, José-Fernán Martínez-Ortega, Vicente Hernández Díaz, Néstor Lucas Martínez
Governance and sustainability of distributed continuum systems: a big data approach
Praveen Kumar Donta, Boris Sedlak, Victor Casamayor Pujol, Schahram Dustdar
Transfer learning approach based on satellite image time series for the crop classification problem
Ognjen Antonijević, Slobodan Jelić, Branislav Bajat, Milan Kilibarda
Early prediction of MODS interventions in the intensive care unit using machine learning
Chang Liu, Zhenjie Yao, Pengfei Liu, Yanhui Tu, Hu Chen, Haibo Cheng, Lixin Xie, Kun Xiao
Application of microservices patterns to big data systems
Pouya Ataei, Daniel Staegemann
Scenic routing navigation using property valuation
Naphtali Rishe, M. Hadi Amini, Malek Adjouadi
Threshold optimization and random undersampling for imbalanced credit card data
Joffrey L. Leevy, Justin M. Johnson, John Hancock, Taghi M. Khoshgoftaar
Assessing the effects of hyperparameters on knowledge graph embedding quality
Oliver Lloyd, Yi Liu, Tom R. Gaunt
Explaining tourist revisit intention using natural language processing and classification techniques
Andreas Gregoriades, Maria Pampaka, Herodotos Herodotou, Evripides Christodoulou
Exploration of issues, challenges and latest developments in autonomous cars
B. Padmaja, CH. V. K. N. S. N. Moorthy, N. Venkateswarulu, Myneni Madhu Bala
Breast cancer prediction using gated attentive multimodal deep learning
Safak Kayikci, Taghi M. Khoshgoftaar
A comparison of machine learning methods for ozone pollution prediction
Qilong Pan, Fouzi Harrou, Ying Sun
Exploring high scientific productivity in international co-authorship of a small developing country based on collaboration patterns
Irena Mitrović, Marko Mišić, Jelica Protić
Design and implementation of I/O performance prediction scheme on HPC systems through large-scale log analysis
Sunggon Kim, Alex Sim, Kesheng Wu, Suren Byna, Yongseok Son
Unsupervised outlier detection for time-series data of indoor air quality using LSTM autoencoder with ensemble method
Junhyeok Park, Youngsuk Seo, Jaehyuk Cho
Practical ANN prediction models for the axial capacity of square CFST columns
Filip Đorđević, Svetlana M. Kostić
Unified platform for storing, retrieving, and analysing biomechanical applications data using graph database
Matevž Hribernik, Sašo Tomažič, Anton Umek, Anton Kos
Domain-relevance of influence: characterizing variations in online influence across multiple domains on social media
Bowen Shi, Ke Xu, Jichang Zhao
Prognostic stratification based on HIF-1α signaling for evaluating hypoxia status and immune landscape in hepatocellular carcinoma
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
RILS-ROLS: robust symbolic regression via iterated local search and ordinary least squares
Aleksandar Kartelj, Marko Djukanović
Big Data in multiscale modelling: from medical image processing to personalized models
Tijana Geroski, Djordje Jakovljević, Nenad Filipović
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
Zoran Babović, Branislav Bajat, Vladan Đokić, Filip Đorđević, Dražen Drašković, Nenad Filipović, Borko Furht, Nikola Gačić, Igor Ikodinović, Marija Ilić, Ayhan Irfanoglu, Branislav Jelenković, Aleksandar Kartelj, Gerhard Klimeck, Nenad Korolija, Miloš Kotlar, Miloš Kovačević, Vladan Kuzmanović, Marko Marinković, Slobodan Marković, Avi Mendelson, Veljko Milutinović, Aleksandar Nešković, Nataša Nešković, Nenad Mitić, Boško Nikolić, Konstantin Novoselov, Arun Prakash, Ivan Ratković, Zoran Stojadinović, Andrey Ustyuzhanin, Stan Zak
Modified centroid triplet loss for person re-identification
Alaa Alnissany, Yazan Dayoub
Main memory controller with multiple media technologies for big data workloads
Miguel A. Avargues, Manel Lurbe, Salvador Petit, Maria E. Gomez, Rui Yang, Xiaoping Zhu, Guanhao Wang, Julio Sahuquillo
DLA-E: a deep learning accelerator for endoscopic images classification
Hamidreza Bolhasani, Somayyeh Jafarali Jassbi, Arash Sharifi
Development of a flexible self-calculation scoring model to determine stroke occurrence
Sunghyon Kyeong, Dae Hyun Kim
Conflict resolution in the case of convective weather cell circumvention
Vojislav Bogdanovic, Zhi-Hong Mao
Gaussian transformation enhanced semi-supervised learning for sleep stage classification
Yifan Guo, Helen X. Mao, Jijun Yin, Zhi-Hong Mao
A new deep learning architecture with inductive bias balance for transformer oil temperature forecasting
Manuel J. Jiménez-Navarro, María Martínez-Ballesteros, Francisco Martínez-Álvarez, Gualberto Asencio-Cortés
Healthcare knowledge graph construction: A systematic review of the state-of-the-art, open issues, and opportunities
Bilal Abu-Salih, Muhammad AL-Qurishi, Mohammed Alweshah, Mohammad AL-Smadi, Reem Alfayez, Heba Saadeh
An exploratory content and sentiment analysis of the guardian metaverse articles using leximancer and natural language processing
Sezai Tunca, Bulent Sezen, Violetta Wilk
Time series big data: a survey on data stream frameworks, analysis and algorithms
Ana Almeida, Susana Brás, Susana Sargento, Filipe Cabral Pinto
Improved content recommendation algorithm integrating semantic information
Ran Huang
Characterizing patent big data upon IPC: a survey of triadic patent families and PCT applications
Jewel X. Zhu, Minghan Sun, Shelia X. Wei, Fred Y. Ye
Hajj pilgrimage abnormal crowd movement monitoring using optical flow and FCNN
Md Roman Bhuiyan, Junaidi Abdullah, Noramiza Hashim, Fahmid Al Farid, Jia Uddin
Adaptive neuro-fuzzy inference system for customizing investment type based on the potential investors’ demographics and feedback
Asefeh Asemi, Adeleh Asemi, Andrea Ko
Sentiment analysis of Indonesian datasets based on a hybrid deep-learning strategy
Chih-Hsueh Lin, Ulin Nuha
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
Zoran Babović, Branislav Bajat, Dusan Barac, Vesna Bengin, Vladan Đokić, Filip Đorđević, Dražen Drašković, Nenad Filipović, Stephan French, Borko Furht, Marija Ilić, Ayhan Irfanoglu, Aleksandar Kartelj, Milan Kilibarda, Gerhard Klimeck, Nenad Korolija, Miloš Kotlar, Miloš Kovačević, Vladan Kuzmanović, Jean-Marie Lehn, Dejan Madić, Marko Marinković, Miodrag Mateljević, Avi Mendelson, Fedor Mesinger, Gradimir Milovanović, Veljko Milutinović, Nenad Mitić, Aleksandar Nešković, Nataša Nešković, Boško Nikolić, Konstantin Novoselov, Arun Prakash, Jelica Protić, Ivan Ratković, Diego Rios, Dan Shechtman, Zoran Stojadinović, Andrey Ustyuzhanin, Stan Zak
Feature selection of the respiratory microbiota associated with asthma
Reem Salman, Ayman Alzaatreh, Mohammad T. Al Bataineh
Scalable approach for high-resolution land cover: a case study in the Mediterranean Basin
Antonio Manuel Burgueño, José F. Aldana-Martín, María Vázquez-Pendón, Cristóbal Barba-González, Yaiza Jiménez Gómez, Virginia García Millán, Ismael Navas-Delgado
Artificial intelligence for improving Nitrogen Dioxide forecasting of Abu Dhabi environment agency ground-based stations
Aamna AlShehhi, Roy Welsch
Review of deep learning methods for remote sensing satellite images classification: experimental survey and comparative analysis
Adekanmi Adeyinka Adegun, Serestina Viriri, Jules-Raymond Tapamo
Framework for multi-criteria assessment of classification models for the purposes of credit scoring
Paweł Ziemba, Jarosław Becker, Aneta Becker, Aleksandra Radomska-Zalas
Distributed large-scale graph processing on FPGAs
Amin Sahebi, Marco Barbone, Marco Procaccini, Wayne Luk, Georgi Gaydadjiev, Roberto Giorgi
Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks
Marcel Aach, Eray Inanc, Rakesh Sarma, Morris Riedel, Andreas Lintermann
New distributed-topsis approach for multi-criteria decision-making problems in a big data context
Loubna Lamrini, Mohammed Chaouki Abounaima, Mohammed Talibi Alaoui
Discovery of crime event sequences with constricted spatio-temporal sequential patterns
Piotr S. Maciąg, Robert Bembenik, Artur Dubrawski
Online listing data and their interaction with market dynamics: evidence from Singapore during COVID-19
Jieun Lee, Kwan Ok Lee
Detecting unregistered users through semi-supervised anomaly detection with similarity datasets
Dong Hyuk Heo, Sung Ho Park, Soon Ju Kang
A review on lung disease recognition by acoustic signal analysis with deep learning networks
Alyaa Hamel Sfayyih, Nasri Sulaiman, Ahmad H. Sabry
eBF: an enhanced Bloom Filter for intrusion detection in IoT
Fitsum Gebreegziabher Gebretsadik, Sabuzima Nayak, Ripon Patgiri
A scheduling algorithm to maximize storm throughput in heterogeneous cluster
Hamid Nasiri, Saeed Nasehi, Arman Divband, Maziar Goudarzi
Risk and UCON-based access control model for healthcare big data
Rong Jiang, Xue Chen, Yimin Yu, Ying Zhang, Weiping Ding
Skin-Net: a novel deep residual network for skin lesions classification using multilevel feature extraction and cross-channel correlation with detection of outlier
Yousef S. Alsahafi, Mohamed A. Kassem, Khalid M. Hosny
Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning
Robert K. L. Kennedy, Zahra Salekshahrezaee, Flavio Villanustre, Taghi M. Khoshgoftaar
Unit middleware for implementation of human–machine interconnection intelligent ecology construction
Hai-jun Zhang, Ying-hui Chen, Hankui Zhuo
Novel mathematical model for the classification of music and rhythmic genre using deep neural network
Swati A. Patil, G. Pradeepini, Thirupathi Rao Komati
An approach to automatic classification of hate speech in sports domain on social media
Staša Vujičić Stanković, Miljana Mladenović
Sentiment analysis classification system using hybrid BERT models
Amira Samy Talaat
Automated segmentation of choroidal neovascularization on optical coherence tomography angiography images of neovascular age-related macular degeneration patients based on deep learning
Wei Feng, Meihan Duan, Bingjie Wang, Yu Du, Yiran Zhao, Bin Wang, Lin Zhao, Zongyuan Ge, Yuntao Hu
Bibliometric mining of research directions and trends for big data
Lars Lundberg
Multi combination pattern labeling by using deep learning for chameleon rotary machine environment
JiEun Kang, SuBi Kim, YongIk Yoon
CCNNet: a novel lightweight convolutional neural network and its application in traditional Chinese medicine recognition
Hu Gang, Sheng Guanglei, Wang Xiaofeng, Jiang Jinlin
Tabular and latent space synthetic data generation: a literature review
Joao Fonseca, Fernando Bacao
The evolution of Big Data in neuroscience and neurology
Laura Dipietro, Paola Gonzalez-Mego, Ciro Ramos-Estebanez, Lauren Hana Zukowski, Rahul Mikkilineni, Richard Jarrett Rushmore, Timothy Wagner
Have the cake and eat it too: Differential Privacy enables privacy and precise analytics
Rishabh Subramanian
Comparative analysis of binary and one-class classification techniques for credit card fraud data
Joffrey L. Leevy, John Hancock, Taghi M. Khoshgoftaar
Detecting bots in social-networks using node and structural embeddings
Ashkan Dehghan, Kinga Siuta, Agata Skorupka, Akshat Dubey, Andrei Betlen, David Miller, Wei Xu, Bogumił Kamiński, Paweł Prałat
Big data: an optimized approach for cluster initialization
Marina Gul, M. Abdul Rehman
Automatic diagnosis of keratitis using object localization combined with cost-sensitive deep attention convolutional neural network
Jiewei Jiang, Wei Liu, Mengjie Pei, Liufei Guo, Jingshi Yang, Chengchao Wu, Jiaojiao Lu, Ruijie Gao, Wei Chen, Jiamin Gong, Mingmin Zhu, Zhongwen Li
Awareness routing algorithm in vehicular ad-hoc networks (VANETs)
Deepak choudhary, Roop Pahuja
Reactive buffering window trajectory segmentation: RBW-TS
Bakht Zaman, Dogan Altan, Dusica Marijan, Tetyana Kholodna
Optimizing classification efficiency with machine learning techniques for pattern matching
Belal A. Hamed, Osman Ali Sadek Ibrahim, Tarek Abd El-Hafeez
Geographical visualization of tweets, misinformation, and extremism during the USA 2020 presidential election using LSTM, NLP, and GIS
Mahdi Hashemi
Exploring the state of the art in legal QA systems
Abdelrahman Abdallah, Bhawna Piryani, Adam Jatowt
Engineering the advances of the artificial neural networks (ANNs) for the security requirements of Internet of Things: a systematic review
Yasir Ali, Habib Ullah Khan, Muhammad Khalid
Identification of tumor antigens and anoikis-based molecular subtypes in the hepatocellular carcinoma immune microenvironment: implications for mRNA vaccine development and precision treatment
Zhiyuan Zheng, Hantao Yang, Yang Shi, Feng Zhou, Lingxiao Liu, Zhiping Yan, Xiaolin Wang
Detecting heterogeneity parameters and hybrid models for precision farming
Olayemi Joshua Ibidoja, Fam Pei Shan, Jumat Sulaiman, Majid Khan Majahar Ali
Artificial intelligence learning landscape of triple-negative breast cancer uncovers new opportunities for enhancing outcomes and immunotherapy responses
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
A systematic review on big data applications and scope for industrial processing and healthcare sectors
Kumar Rahul, Rohitash Kumar Banyal, Neeraj Arora
Retinal photograph-based deep learning system for detection of hyperthyroidism: a multicenter, diagnostic study
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
Big data decision tree for continuous-valued attributes based on unbalanced cut points
Shixiang Ma, Junhai Zhai
Deep features fusion for KCF-based moving object tracking
Devira Anggi Maharani, Carmadi Machbub, Lenni Yulianti, Pranoto Hidaya Rusmin
MAFSIDS: a reinforcement learning-based intrusion detection model for multi-agent feature selection networks
Kezhou Ren, Yifan Zeng, Yuanfu Zhong, Biao Sheng, Yingchao Zhang
Role of authentication factors in Fin-tech mobile transaction security
Habib Ullah Khan, Muhammad Sohail, Shah Nazir, Tariq Hussain, Babar Shah, Farman Ali
Optical electrocardiogram based heart disease prediction using hybrid deep learning
Avinash L. Golande, T. Pavankumar
Classification of long-term clinical course of Parkinson’s disease using clustering algorithms on social support registry database
Dougho Park, Su Yun Lee, Jong Hun Kim, Hyoung Seop Kim
Hypert: hypernymy-aware BERT with Hearst pattern exploitation for hypernym discovery
Geonil Yun, Yongjae Lee, A-Seong Moon, Jaesung Lee
Education on quality assurance and assessment in teaching quality of high school instructors
Chen Lei, Mazlin Mohamed Mokhtar
Simulating imprecise data: sine–cosine and convolution methods with neutrosophic normal distribution
Muhammad Aslam
Advanced machine learning techniques for cardiovascular disease early detection and diagnosis
Nadiah A. Baghdadi, Sally Mohammed Farghaly Abdelaliem, Amer Malki, Ibrahim Gad, Ashraf Ewis, Elsayed Atlam
Contrastive self-supervised representation learning framework for metal surface defect detection
Mahe Zabin, Anika Nahian Binte Kabir, Muhammad Khubayeeb Kabir, Ho-Jin Choi, Jia Uddin
A guide to creating an effective big data management framework
S. T. Arundel, K. G. McKeehan, B. B. Campbell, A. N. Bulen, P. T. Thiem
Cochran’s Q test for analyzing categorical data under uncertainty
Muhammad Aslam
Cross-modality representation learning from transformer for hashtag prediction
Mian Muhammad Yasir Khalil, Qingxian Wang, Bo Chen, Weidong Wang
Dissecting tumor antigens and immune subtypes for mRNA vaccine development in breast cancer
Lang Li, Lvyuan He, Ying Zhu
Automatic DNN architecture design using CPSOTJUTT for power system inspection
Xian-Long Lv, Hsiao-Dong Chiang, Na Dong
Efficient pollen grain classification using pre-trained Convolutional Neural Networks: a comprehensive study
Masoud A. Rostami, Behnaz Balmaki, Lee A. Dyer, Julie M. Allen, Mohamed F. Sallam, Fabrizio Frontalini
Accurate identification of cashmere and wool fibers based on enhanced ShuffleNetV2 and transfer learning
Yaolin Zhu, Ran Liu, Gang Hu, Xin Chen, Wenya Li
A multi-manifold learning based instance weighting and under-sampling for imbalanced data classification problems
Tayyebe Feizi, Mohammad Hossein Moattar, Hamid Tabatabaee
Explainable machine learning models for Medicare fraud detection
John T. Hancock, Richard A. Bauder, Huanjing Wang, Taghi M. Khoshgoftaar
Research on sentiment analysis method of opinion mining based on multi-model fusion transfer learning
Zhongnan Zhao, Wenjing Liu, Kun Wang
Contextual topic discovery using unsupervised keyphrase extraction and hierarchical semantic graph model
Hung Du, Srikanth Thudumu, Antonio Giardina, Rajesh Vasa, Kon Mouzakis, Li Jiang, John Chisholm, Sanat Bista
Investigating the effectiveness of one-class and binary classification for fraud detection
Joffrey L. Leevy, John Hancock, Taghi M. Khoshgoftaar, Azadeh Abdollah Zadeh
From distributed machine to distributed deep learning: a comprehensive survey
Mohammad Dehghani, Zahra Yazdanparast
Designing and evaluating a big data analytics approach for predicting students’ success factors
Kiran Fahd, Shah J. Miah
Application of deep learning technique in next generation sequence experiments
Su Özgür, Mehmet Orman
Open framework for analyzing public parliaments data
Shai Berkovitz, Amit Mazuz, Michael Fire
From big data to smart data: a sample gradient descent approach for machine learning
Aadil Gani Ganie, Samad Dadvandipour
EXABSUM: a new text summarization approach for generating extractive and abstractive summaries
Zakariae Alami Merrouni, Bouchra Frikh, Brahim Ouhbi
ASENN: attention-based selective embedding neural networks for road distress prediction
Babitha Philip, Zhenyu Xu, Hamad AlJassmi, Qieshi Zhang, Luqman Ali
BEST: a web application for comprehensive biomarker exploration on large-scale data in solid tumors
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
Network intrusion detection using feature fusion with deep learning
Abiodun Ayantayo, Amrit Kaur, Anit Kour, Xavier Schmoor, Fayyaz Shah, Ian Vickers, Paul Kearney, Mohammed M. Abdelsamea
Usability enhancement model for unstructured text in big data
Kiran Adnan, Rehan Akbar, Khor Siak Wang
Search-engine-based surveillance using artificial intelligence for early detection of coronavirus disease outbreak
Ligui Wang, Yuqi Liu, Hui Chen, Shaofu Qiu, Yonghong Liu, Mingjuan Yang, Xinying Du, Zhenjun Li, Rongzhang Hao, Huaiyu Tian, Hongbin Song
Big Data Analytics-based life cycle sustainability assessment for sustainable manufacturing enterprises evaluation
Lahcen Tamym, Lyes Benyoucef, Ahmed Nait Sidi Moh, Moulay Driss El Ouadghiri
Digital social innovation based on Big Data Analytics for health and well-being of society
Kornelia Batko
On hierarchical clustering-based approach for RDDBS design
Hassan I. Abdalla, Ali A. Amer, Sri Devi Ravana
Introducing the enterprise data marketplace: a platform for democratizing company data
Rebecca Eichler, Christoph Gröger, Eva Hoos, Christoph Stach, Holger Schwarz, Bernhard Mitschang
The use of class imbalanced learning methods on ULSAM data to predict the case–control status in genome-wide association studies
R. Onur Öztornaci, Hamzah Syed, Andrew P. Morris, Bahar Taşdelen
Algorithm for generating neutrosophic data using accept-reject method
Muhammad Aslam, Faten S. Alamri
Aspect-level sentiment classification with fused local and global context
Ao Feng, Jiazhi Cai, Zhengjie Gao, Xiaojie Li
Uncertainty-driven generation of neutrosophic random variates from the Weibull distribution
Muhammad Aslam
A service-categorized security scheme with physical unclonable functions for internet of vehicles
Nadhir Ben Halima, Ala Saleh Alluhaidan, Mohammad Zunnun Khan, Mohd Shahid Husain, Mohammad Ayoub Khan
A novel intelligent approach for flight delay prediction
Maged Mamdouh, Mostafa Ezzat, Hesham A.Hefny