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ORCIDBig Data, Volume 12
Volume 12, Number 1, 2024
- M. Ananthi, Annapoorani Gopal
, K. Ramalakshmi, P. Mohan Kumar:
Gaussian Adapted Markov Model with Overhauled Fluctuation Analysis-Based Big Data Streaming Model in Cloud. 1-18 - Xinyue Zhang, Chen Ding, Guizhi Wang:
An Autoregressive-Based Kalman Filter Approach for Daily PM2.5 Concentration Forecasting in Beijing, China. 19-29 - Mauro Papa, Ioannis Chatzigiannakis, Aris Anagnostopoulos:
Automated Natural Language Processing-Based Supplier Discovery for Financial Services. 30-48 - Huosong Xia, Xiaoyu Hou, Zuopeng Justin Zhang:
Long- and Short-Term Memory Model of Cotton Price Index Volatility Risk Based on Explainable Artificial Intelligence. 49-62 - Xianglong Li, Qingjin Wang, Renbo Shi, Xueling Wang, Kaiyun Zhang, Xiao Liu:
Impact of Cooperative Innovation on the Technological Innovation Performance of High-Tech Firms: A Dual Moderating Effect Model of Big Data Capabilities and Policy Support. 63-80 - Acknowledgment of Reviewers 2023. 81-82
Volume 12, Number 2, 2024
- Suyel Namasudra, Dhamodharavadhani S., R. Rathipriya, Rubén González Crespo, Nageswara Rao Moparthi:
Enhanced Neural Network-Based Univariate Time-Series Forecasting Model for Big Data. 83-99 - Jing Wei, Yuguang Jia, Wanyi Tie, Hengmin Zhu, Weidong Huang:
Opinion Evolution with Information Quality of Public Person and Mass Acceptance Threshold. 100-109 - Dipesh Kumar, Nirupama Mandal, Yugal Kumar:
Cloud-Based Advanced Shuffled Frog Leaping Algorithm for Tasks Scheduling. 110-126 - Jie Huang, Cheng Xu, Zhaohua Ji, Shan Xiao, Teng Liu, Nan Ma, Qinghui Zhou:
An Intelligent Channel Estimation Algorithm Based on Extended Model for 5G-V2X. 127-140 - Chandu Thota, Constandinos X. Mavromoustakis, George Mastorakis:
Preemptive Epidemic Information Transmission Model Using Nonreplication Edge Node Connectivity in Health Care Networks. 141-154 - Chandu Thota, Dinesh Jackson Samuel, Mustafa Musa Jaber, M. M. Kamruzzaman, Renjith V. Ravi, Lydia J. Gnanasigamani, R. Premalatha:
Image Smart Segmentation Analysis Against Diabetic Foot Ulcer Using Internet of Things with Virtual Sensing. 155-172
Volume 12, Number 3, 2024
- Reza Molaei, Kheirollah Rahsepar Fard, Asgarali Bouyer:
An Improved Influence Maximization Method for Online Advertising in Social Internet of Things. 173-190 - Wataru Sasaki, Satoki Hamanaka, Satoko Miyahara, Kota Tsubouchi, Jin Nakazawa, Tadashi Okoshi:
Large-Scale Estimation and Analysis of Web Users' Mood from Web Search Query and Mobile Sensor Data. 191-209 - Rouzbeh Razavi, Guisen Xue, Ikpe Justice Akpan:
Predicting Sociodemographic Attributes from Mobile Usage Patterns: Applications and Privacy Implications. 213-228 - Oded Koren, Aviel Shamalov, Nir Perel:
Small Files Problem Resolution via Hierarchical Clustering Algorithm. 229-242 - Robin Van Oirbeek, Jolien Ponnet, Bart Baesens, Tim Verdonck:
Computational Efficient Approximations of the Concordance Probability in a Big Data Setting. 243-268
Volume 12, Number 4, 2024
- Farhad Pourkamali-Anaraki:
Special Issue: Big Scientific Data and Machine Learning in Science and Engineering. 269 - Golsa Mahdavi, Mohammad Amin Hariri-Ardebili:
Kriging, Polynomial Chaos Expansion, and Low-Rank Approximations in Material Science and Big Data Analytics. 270-281 - Enes Gul, Mir Jafar Sadegh Safari:
Hybrid Generalized Regularized Extreme Learning Machine Through Gradient-Based Optimizer Model for Self-Cleansing Nondeposition with Clean Bed Mode of Sediment Transport. 282-298 - Babak Vaheddoost, Shervin Rahimzadeh Arashloo, Mir Jafar Sadegh Safari:
Vertical and Horizontal Water Penetration Velocity Modeling in Nonhomogenous Soil Using Fast Multi-Output Relevance Vector Regression. 299-311 - Derya Turfan, Bulent Altunkaynak, Ozgur Yeniay:
A New Filter Approach Based on Effective Ranges for Classification of Gene Expression Data. 312-330 - Vijay Srinivas Tida, Sonya H. Y. Hsu, Xiali Hei:
A Unified Training Process for Fake News Detection Based on Finetuned Bidirectional Encoder Representation from Transformers Model. 331-342
Volume 12, Number 5, 2024
- R. Thenmozhi, S. Shridevi, Sachi Nandan Mohanty, Vicente García-Díaz, Deepak Gupta, Prayag Tiwari, Mohammad Shorfuzzaman:
Attribute-Based Adaptive Homomorphic Encryption for Big Data Security. 343-356 - Juyan Li, Jialiang Peng, Zhiqi Qiao:
A Ring Learning with Errors-Based Ciphertext-Policy Attribute-Based Proxy Re-Encryption Scheme for Secure Big Data Sharing in Cloud Environment. 357-366 - Muhammad Basit Umair, Zeshan Iqbal, Muhammad Ahmad Faraz, Muhammad Attique Khan, Yu-Dong Zhang, Navid Razmjooy, Sefedine Kadry:
A Network Intrusion Detection System Using Hybrid Multilayer Deep Learning Model. 367-376 - Fei Dai, Pengfei Cao, Penggui Huang, Qi Mo, Bi Huang:
Hybrid Deep Learning Approach for Traffic Speed Prediction. 377-389 - Dibin Shan, Xuehui Du, Wenjuan Wang, Aodi Liu, Na Wang:
A Weighted GraphSAGE-Based Context-Aware Approach for Big Data Access Control. 390-411
Volume 12, Number 6, 2024
- Iram Mushtaq, Muhammad Umer, Muhammad Attique Khan, Seifedine Kadry:
Customer Prioritization Integrated Supply Chain Optimization Model with Outsourcing Strategies. 413-428 - Qun Tu, Qianqian Zhang, Zhenji Zhang, Daqing Gong, Chenxi Jin:
Forecasting Subway Passenger Flow for Station-Level Service Supply. 429-445 - Farah Haneef, Muddassar A. Sindhu:
IDLIQ: An Incremental Deterministic Finite Automaton Learning Algorithm Through Inverse Queries for Regular Grammar Inference. 446-455 - Xinjun Lai, Guitao Huang, Ziyue Zhao, Shenhe Lin, Sheng Zhang, Huiyu Zhang, Qingxin Chen, Ning Mao:
Social Listening for Product Design Requirement Analysis and Segmentation: A Graph Analysis Approach with User Comments Mining. 456-477 - Sima Attar-Khorasani, Ricardo Chalmeta:
Internet of Things Data Visualization for Business Intelligence. 478-503 - Rajalakshmi Gurusamy, Seenivasan Siva Ranjani:
DGSLSTM: Deep Gated Stacked Long Short-Term Memory Neural Network for Traffic Flow Forecasting of Transportation Networks on Big Data Environment. 504-517 - Alexandru Cristian Mara, Jefrey Lijffijt, Tijl De Bie:
An Empirical Evaluation of Network Representation Learning Methods. 518-537 - Iyiola E. Olatunji, Jens Rauch, Matthias Katzensteiner, Megha Khosla:
A Review of Anonymization for Healthcare Data. 538-555 - Mohanad Ahmed Mezher, Sadia Din, Muhammad Ilyas, Oguz Bayat, Qammer Hussain Abbasi, Imran Ashraf:
Data Transmission Enhancement Using Optimal Coding Technique Over In Vivo Channel for Interbody Communication. 556-568
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