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ORCIDBig Data Mining and Analytics, Volume 6
Volume 6, Number 1, March 2023
- Xuekai Zhu, Juan Liu, Jian Zhang, Zhihui Yang, Feng Yang
, Xiaolei Zhang:
FingerDTA: A Fingerprint-Embedding Framework for Drug-Target Binding Affinity Prediction. 1-10 - Haipeng Shi, Huan Chen, Qinghong Yang, Jun Wang, Haihe Shi:
A Method for Bio-Sequence Analysis Algorithm Development Based on the PAR Platform. 11-20 - Xin Liu, Yaping Lu, Liang Wang, Wei Geng, Xinyi Shi, Xiao Zhang:
RF-PSSM: A Combination of Rotation Forest Algorithm and Position-Specific Scoring Matrix for Improved Prediction of Protein-Protein Interactions Between Hepatitis C Virus and Human. 21-31 - Kalyan Kumar Jena, Sourav Kumar Bhoi, Soumya Ranjan Nayak, Ranjit Panigrahi, Akash Kumar Bhoi:
Deep Convolutional Network Based Machine Intelligence Model for Satellite Cloud Image Classification. 32-43 - Amit Kumar Rai, Nirupama Mandal, Krishna Kant Singh, Ivan Izonin:
Satellite Image Classification Using a Hybrid Manta Ray Foraging Optimization Neural Network. 44-54 - Shu Yang, Ruiyu Chen, Laizhong Cui, Xiaolei Chang:
Intelligent Segment Routing: Toward Load Balancing with Limited Control Overheads. 55-71 - Samin Poudel, Marwan Bikdash:
Closed-Form Models of Accuracy Loss due to Subsampling in SVD Collaborative Filtering. 72-84 - Tripti Choudhary, Vishal Goyal, Atul Bansal:
WTASR: Wavelet Transformer for Automatic Speech Recognition of Indian Languages. 85-91 - Kangkang Huang, Shihua Lu, Xinjun Li, Ke Feng, Weiwei Chen, Yi Xia:
Predicted Mean Vote of Subway Car Environment Based on Machine Learning. 92-105 - Yuanxin Xiang, Yi Lv, Wenqiang Lei, Jiancheng Lv:
Ultra-Short Wave Communication Squelch Algorithm Based on Deep Neural Network. 106-114
Volume 6, Number 2, June 2023
- Zhenpeng Wu, Jiantao Zheng, Jiashu Liu, Cuixiang Lin, Hong-Dong Li:
DeepRetention: A Deep Learning Approach for Intron Retention Detection. 115-126 - Santhosh S, Narayana Swamy Ramaiah:
Cloud-Based Software Development Lifecycle: A Simplified Algorithm for Cloud Service Provider Evaluation with Metric Analysis. 127-138 - Ashish Rajeshwar Kulkarni, Narendra Kumar, K. Ramachandra Rao:
Efficacy of Bluetooth-Based Data Collection for Road Traffic Analysis and Visualization Using Big Data Analytics. 139-153 - Xudong Sun, Yulin He, Dingming Wu, Joshua Zhexue Huang:
Survey of Distributed Computing Frameworks for Supporting Big Data Analysis. 154-169 - Mohammed G. Albayati, Jalal Faraj, Amy E. Thompson, Prathamesh Patil, Ravi Gorthala, Sanguthevar Rajasekaran:
Semi-Supervised Machine Learning for Fault Detection and Diagnosis of a Rooftop Unit. 170-184 - Jiancheng Zhong, Zuohang Qu, Ying Zhong, Chao Tang, Yi Pan:
Continuous and Discrete Similarity Coefficient for Identifying Essential Proteins Using Gene Expression Data. 185-200 - Xuehong Wu, Junwen Duan, Yi Pan, Min Li:
Medical Knowledge Graph: Data Sources, Construction, Reasoning, and Applications. 201-217 - Jian Mao, Xiaohe Xu, Qixiao Lin, Liran Ma, Jianwei Liu:
EScope: Effective Event Validation for IoT Systems Based on State Correlation. 218-233 - Yan Huang, Yi Joy Li, Zhipeng Cai:
Security and Privacy in Metaverse: A Comprehensive Survey. 234-247 - Hailin Wang, Ke Qin, Guiduo Duan, Guangchun Luo:
Denoising Graph Inference Network for Document-Level Relation Extraction. 248-262
Volume 6, Number 3, September 2023
- Editorial. i-ii
- Abdelaaziz Hessane, Ahmed El Youssefi, Yousef Farhaoui, Badraddine Aghoutane, Fatima Amounas:
A Machine Learning Based Framework for a Stage-Wise Classification of Date Palm White Scale Disease. 263-272 - Mouaad Mohy-Eddine, Azidine Guezzaz, Said Benkirane, Mourade Azrour, Yousef Farhaoui:
An Ensemble Learning Based Intrusion Detection Model for Industrial IoT Security. 273-287 - Zouhaier Brahmia, Fabio Grandi, Rafik Bouaziz:
τSQWRL: A TSQL2-Like Query Language for Temporal Ontologies Generated from JSON Big Data. 288-300 - Ziani Said, Yousef Farhaoui, Mohammed Moutaib:
Extraction of Fetal Electrocardiogram by Combining Deep Learning and SVD-ICA-NMF Methods. 301-310 - Hanaa Attou, Azidine Guezzaz, Said Benkirane, Mourade Azrour, Yousef Farhaoui:
Cloud-Based Intrusion Detection Approach Using Machine Learning Techniques. 311-320 - Seetharam Khetavath, Navalpur Chinnappan Sendhilkumar, Pandurangan Mukunthan, Jana Selvaganesan, Subburayalu Gopalakrishnan, Lakshmanan Malliga, Sankuru Ravi Chand, Yousef Farhaoui:
An Intelligent Heuristic Manta-Ray Foraging Optimization and Adaptive Extreme Learning Machine for Hand Gesture Image Recognition. 321-335 - Gopampallikar Vinoda Reddy, Kongara Deepika, Lakshmanan Malliga, Duraivelu Hemanand, Chinnadurai Senthilkumar, Subburayalu Gopalakrishnan, Yousef Farhaoui:
Human Action Recognition Using Difference of Gaussian and Difference of Wavelet. 336-346 - S. B. G. Tilak Babu, Ch. Srinivasa Rao:
Copy-Move Forgery Verification in Images Using Local Feature Extractors and Optimized Classifiers. 347-360 - Fan Yang, Mao Xu, Wenqiang Lei, Jiancheng Lv:
Artificial Intelligence Methods Applied to Catalytic Cracking Processes. 361-380 - Edeh Michael Onyema, Rijwan Khan, Nwafor Chika Eucheria, Tribhuwan Kumar:
Impact of Mobile Technology and Use of Big Data in Physics Education During Coronavirus Lockdown. 381-389 - Call for Papers: Special Issue on Intelligent Network Video Advances Based on Transformers. 390
Volume 6, Number 4, 2023
- Juli Yin, Linfeng Wei, Zhiquan Liu, Xi Yang, Hongliang Sun, Yudan Cheng, Jianbin Mai:
VDCM: A Data Collection Mechanism for Crowd Sensing in Vehicular Ad Hoc Networks. 391-403 - Khadija Sultana, Khandakar Ahmed, Bruce Gu, Hua Wang:
Elastic Optimization for Stragglers in Edge Federated Learning. 404-420 - Xiaodong Qu, Chengcheng Guan, Gang Xie, Zhiyi Tian, Keshav Sood, Chaoli Sun, Lei Cui:
Personalized Federated Learning for Heterogeneous Residential Load Forecasting. 421-432 - Mengmeng Yang, Longxia Huang, Chenghua Tang:
K-Means Clustering with Local Distance Privacy. 433-442 - Youyang Qu, Lichuan Ma, Wenjie Ye, Xuemeng Zhai, Shui Yu, Yunfeng Li, David B. Smith:
Towards Privacy-Aware and Trustworthy Data Sharing Using Blockchain for Edge Intelligence. 443-464 - Ankit Kumar, Neeraj Varshney, Surbhi Bhatiya, Kamred Udham Singh:
Replication-Based Query Management for Resource Allocation Using Hadoop and MapReduce over Big Data. 465-477 - Vikas Kumar, Shaiku Shahida Saheb, Preeti, Atif Ghayas, Sunil Kumari, Jai Kishan Chandel, Saroj Kumar Pandey, Santosh Kumar:
AI-Based Hybrid Models for Predicting Loan Risk in the Banking Sector. 478-490 - Vikas Kumar, Preeti, Shaiku Shahida Saheb, Sunil Kumari, Kanishka Pathak, Jai Kishan Chandel, Neeraj Varshney, Ankit Kumar:
A PLS-SEM Based Approach: Analyzing Generation Z Purchase Intention Through Facebook's Big Data. 491-503 - Gargi Pant Shukla, Santosh Kumar, Saroj Kumar Pandey, Rohit Agarwal, Neeraj Varshney, Ankit Kumar:
Diagnosis and Detection of Alzheimer's Disease Using Learning Algorithm. 504-512 - Ankit Kumar, Kamred Udham Singh, Manish Kumar:
A Clinical Data Analysis Based Diagnostic Systems for Heart Disease Prediction Using Ensemble Method. 513-525 - Call for Papers: Special Issue on Edge AI Empowered Giant Model Training. 526
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