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2023

How Do We Talk and Feel About COVID-19? Sentiment Analysis of Twitter TopicsCarmela Comito. bigdata2 2023: 95-107 [doi]

A Survey on Cross-Domain Few-Shot Image ClassificationShisheng Deng, Dongping Liao, Xitong Gao, Juanjuan Zhao, Kejiang Ye. bigdata2 2023: 3-17 [doi]

Bioinformatics-Based Acquisition of Alzheimer's Disease Hub GenesMeng-Ting Hou, Xi-yu Li, Juan Bao. bigdata2 2023: 119-127 [doi]

Enhanced Campus Information Query System based on ChatGPT Interface and Local Content DatabaseMinjie Kang, Ji Ran, Guiyan Ao, Xuejiao Pang, Xiaohu Fan, Yi Li, Lu Xing, Han Jie. bigdata2 2023: 131-148 [doi]

Non-essential Perspective on Thinking Law of Data Protection and UtilizationZhao Li, Honggui He, Wen Wang, Siqi, Tao. bigdata2 2023: 63-79 [doi]

IoT Lakehouse: A New Data Management Paradigm for AIoTGuochuan Liu, Zhenjiang Pang, Jing Zeng, Haimin Hong, Yongming Sun, Mingjie Su, Nan Ma. bigdata2 2023: 34-47 [doi]

Research on Complex Financial Ecosystem Modeling and Traceability Analysis Based on Heterogeneous Graph Attention NetworksXiaochen Liu. bigdata2 2023: 192-205 [doi]

Research on Big Data Empowering Ecological GovernanceXuejiao Liu, Yi Li. bigdata2 2023: 182-191 [doi]

Exploring the Predictive Power of Correlation and Mutual Information in Attention Temporal Graph Convolutional Network for COVID-19 ForecastingSubas Rana, Nasid Habib Barna, John A. Miller. bigdata2 2023: 18-33 [doi]

The Shifting Role of Government in Government Data OpennessSiqi Tao, Yuan Xin, Zhao Li, Minjie Hong. bigdata2 2023: 80-94 [doi]

Lightweight Weight Update for Convolutional Neural NetworksFeipeng Wang, Kerong Ben, Xian Zhang, Meini Yang. bigdata2 2023: 108-118 [doi]

HMGR: A Hybrid Model for Geolocation RecommendationRuwang Wen, Zhengxiang Cheng, Weixuan Mao, Zhuolin Mei, Jiaoli Shi, Xiao Cheng. bigdata2 2023: 48-62 [doi]

Accelerate SVM Training with OHD-SVM on GPUChao-Chin Wu, De-Xang Wang, Lien Fu Lai. bigdata2 2023: 209-217 [doi]

Prediction of TrkB Complex and Antidepressant Targets Leveraging Big DataXufu Xiang, Chungen Qian, Xin Liu, Fuzhen Xia. bigdata2 2023: 149-165 [doi]

Construction of Data Security SystemBingbing Yu, Jiefan Hu. bigdata2 2023: 218-229 [doi]

Does Trust Improve Commercial Insurance Participation Behavior?Lei Yu, Xinlong Yang, Jue Wang, Yumeng Yang. bigdata2 2023: 166-181 [doi]

Big Data - BigData 2023 - 12th International Conference, Held as Part of the Services Conference Federation, SCF 2023, Honolulu, HI, USA, September 23-26, 2023, ProceedingsShunli Zhang, Bo Hu, Liang-Jie Zhang, editors, Volume 14203 of Lecture Notes in Computer Science, Springer, 2023. [doi]

2022

Topic Modeling in the ENRON DatasetNaciye Celebi, Narasimha Shashidhar. bigdata2 2022: 27-34 [doi]

Copyright and AI: Are Extant Laws Adequate?Jingyi Cui. bigdata2 2022: 80-87 [doi]

Design of Multi-data Sources Based Forest Fire Monitoring and Early Warning SystemXiaohu Fan, Xuejiao Pang, Hao Feng. bigdata2 2022: 35-51 [doi]

Big Data - BigData 2022 - 11th International Conference, Held as Part of the Services Conference Federation, SCF 2022, Honolulu, HI, USA, December 10-14, 2022, ProceedingsBo Hu, Yunni Xia, Yiwen Zhang 0001, Liang-Jie Zhang, editors, Volume 13730 of Lecture Notes in Computer Science, Springer, 2022. [doi]

Research and Design on the Confirmation Method of Power Data AssetsJiang Lina, Wang Ting, Xiaohua Wang. bigdata2 2022: 61-69 [doi]

Research and Application of the Data Resource Directory System of the Aerospace EnterpriseYuhan Ma, Cheng Ji, Tingwei Fei, Zhengxuan Duan, Jianchao Luo. bigdata2 2022: 9-17 [doi]

Research on the Pricing Method of Power Data AssetsTing Wang, Lina Jiang, Xiaohua Wang. bigdata2 2022: 52-60 [doi]

A Massive Data Retrieval Method for Power Information Collection SystemsXiang Wang, Haimin Hong, Zhanxia Wu, Jing Zeng, Guochuan Liu. bigdata2 2022: 1-8 [doi]

Big Data - BigData 2021 - 10th International Conference, Held as Part of the Services Conference Federation, SCF 2021, Virtual Event, December 10-14, 2021, ProceedingsJinpeng Wei, Liang-Jie Zhang, editors, Volume 12988 of Lecture Notes in Computer Science, Springer, 2022. [doi]

Performance Analysis of Cross-Border Mergers and Acquisitions of Baiyuan Pants Industry in the Internet EraXingrui Yang, Qi Erna. bigdata2 2022: 18-26 [doi]

Big Data Technology in Real Estate Industry: Scenarios and BenefitsXiangbo Zhu, Yi Li. bigdata2 2022: 70-79 [doi]

2021

Validating Business Problem Hypotheses: A Goal-Oriented and Machine Learning-Based ApproachRobert Ahn, Sam Supakkul, Liping Zhao 0001, Kirthy Kolluri, Tom Hill, Lawrence Chung. bigdata2 2022: 17-33 [doi]

Demystifying Metaverse as a New Paradigm of Enterprise DigitizationYiyang Bian, Jiewu Leng, J. Leon Zhao. bigdata2 2022: 109-119 [doi]

Safety Application Platform of Energy Production Surveillance Based on Data FlowXiaohu Fan, Mingmin Gong, Xuejiao Pang, Hao Feng. bigdata2 2022: 37-47 [doi]

A Combination of Resampling and Ensemble Method for Text Classification on Imbalanced DataHaijun Feng, Wen Qin, Huijing Wang, Yi Li, Guangwu Hu. bigdata2 2022: 3-16 [doi]

Citizens' Continuous-Use Intention to Open Government Data: Empirical Evidence from ChinaHui Jiang, Yaoqing Duan, Yongdi Zhu. bigdata2 2022: 64-78 [doi]

Digital Transformation Method for Healthcare DataRichard Shan, Tony Shan. bigdata2 2022: 48-63 [doi]

Industrial Control System Attack Detection Model Based on Bayesian Network and Timed AutomataYe Sun, Gang Wang, Pei-zhi Yan, Li-fang Zhang, Xu Yao. bigdata2 2022: 79-92 [doi]

Design on Flood Control and Disaster Reduction System for Emergency Management Based on BDSSiyao Wang, Hao Feng, Jing Wang, Xuejiao Peng, Yumeng Zheng, Xiaohu Fan, Quan Yuan. bigdata2 2022: 93-106 [doi]

2020

Ensemble Learning for Heterogeneous Missing Data ImputationAndre Luis Costa Carvalho, Darine Ameyed, Mohamed Cheriet. bigdata2 2020: 127-143 [doi]

Fake News Classification of Social Media Through Sentiment AnalysisLixuan Ding, Lanting Ding, Richard O. Sinnott. bigdata2 2020: 52-67 [doi]

MCF: Towards Window-Based Multiple Cuckoo Filter in Stream ComputingZiyue Hu, Menglu Wu, Xiaopeng Fan, Yang Wang 0006, Cheng-Zhong Xu 0001. bigdata2 2020: 101-115 [doi]

Chemical XAI to Discover Probable Compounds' Spaces Based on Mixture of Multiple Mutated Exemplars and Bioassay Existence RatioTakashi Isobe, Yoshihiro Okada. bigdata2 2020: 177-189 [doi]

A Performance Prediction Model for Spark ApplicationsMuhammad Usama Javaid, Ahmed Amir Kanoun, Florian Demesmaeker, Amine Ghrab, Sabri Skhiri. bigdata2 2020: 13-22 [doi]

Processing Big Data Across InfrastructuresVerena Kantere. bigdata2 2020: 38-51 [doi]

Entropy-Based Approach to Efficient Cleaning of Big Data in Hierarchical DatabasesEugene Levner, Boris Kriheli, Arriel Benis, Alexander Ptuskin, Amir Elalouf, Sharon Hovav, Shai Ashkenazi. bigdata2 2020: 3-12 [doi]

Scalable Reference Genome Assembly from Compressed Pan-Genome Index with SparkAltti Ilari Maarala, Ossi Arasalo, Daniel Valenzuela 0001, Keijo Heljanko, Veli Mäkinen. bigdata2 2020: 68-84 [doi]

Big Data - BigData 2020 - 9th International Conference, Held as Part of the Services Conference Federation, SCF 2020, Honolulu, HI, USA, September 18-20, 2020, ProceedingsSurya Nepal, Wenqi Cao, Aziz Nasridinov, Md. Zakirul Alam Bhuiyan, Xuan Guo, Liang-Jie Zhang, editors, Volume 12402 of Lecture Notes in Computer Science, Springer, 2020. [doi]

Clinical Trials Data Management in the Big Data EraMartha O. Perez-Arriaga, Krishna Ashok Poddar. bigdata2 2020: 190-205 [doi]

Heavy Vehicle Classification Through Deep LearningPei-Yun Sun, Wan-Yun Sun, Yicheng Jin, Richard O. Sinnott. bigdata2 2020: 220-236 [doi]

Validating Goal-Oriented Hypotheses of Business Problems Using Machine Learning: An Exploratory Study of Customer ChurnSam Supakkul, Robert Ahn, Ronaldo Gonçalves Junior, Diana Villarreal, Liping Zhao, Tom Hill, Lawrence Chung. bigdata2 2020: 144-158 [doi]

The Collaborative Influence of Multiple Interactions on Successive POI RecommendationNan Wang, Yong Liu, Peiyao Han, Xiaokun Li, Jinbao Li. bigdata2 2020: 159-174 [doi]

Predicting the DJIA with News Headlines and Historic Data Using Hybrid Genetic Algorithm/Support Vector Regression and BERTBenjamin Warner, Aaron Crook, Renzhi Cao. bigdata2 2020: 23-37 [doi]

A Data-Driven Method for Dynamic OD Passenger Flow Matrix Estimation in Urban Metro SystemsJiexia Ye, Juanjuan Zhao, Liutao Zhang, Cheng-Zhong Xu 0001, Jun Zhang 0014, Kejiang Ye. bigdata2 2020: 116-126 [doi]

Spatial Association Pattern Mining Using In-Memory Computational FrameworkJin Soung Yoo, Wentao Shao, Kanika Binzani. bigdata2 2020: 239-246 [doi]

Cross-Cancer Genome Analysis on Cancer Classification Using Both Unsupervised and Supervised ApproachesJonathan Zhou, Baldwin Chen, Nianjun Zhou. bigdata2 2020: 206-219 [doi]

A Web Application for Feral Cat Recognition Through Deep LearningJingling Zhou, Shiyu Wang, Yunxue Chen, Richard O. Sinnott. bigdata2 2020: 85-100 [doi]

Dissecting Biological Functions for BRCA Genes and Their Targeting MicroRNAs Within Eight ClustersYining Zhu, Ethan Sun, Yongsheng Bai. bigdata2 2020: 247-251 [doi]

2019

A Machine Learning Approach to Prostate Cancer Risk Classification Through Use of RNA Sequencing DataMatthew Casey, Baldwin Chen, Jonathan Zhou, Nianjun Zhou. bigdata2 2019: 65-79 [doi]

Big Data - BigData 2019 - 8th International Congress, Held as Part of the Services Conference Federation, SCF 2019, San Diego, CA, USA, June 25-30, 2019, ProceedingsKeke Chen, Sangeetha Seshadri, Liang-Jie Zhang, editors, Volume 11514 of Lecture Notes in Computer Science, Springer, 2019. [doi]

Big Data Analytics for Nabbing Fraudulent Transactions in Taxation SystemPriya Mehta, Jithin Mathews, K. Sandeep Kumar, K. Suryamukhi, Ch. Sobhan Babu, S. V. Kasi Visweswara Rao. bigdata2 2019: 95-109 [doi]

Designing and Implementing Data Warehouse for Agricultural Big DataVuong M. Ngo, Nhien-An Le-Khac, M. Tahar Kechadi. bigdata2 2019: 1-17 [doi]

User Level Multi-feed Weighted Topic Embeddings for Studying Network Interaction in TwitterPujan Paudel, Amartya Hatua, Trung T. Nguyen, Andrew H. Sung. bigdata2 2019: 80-94 [doi]

Multi-step Short Term Traffic Flow Forecasting Using Temporal and Spatial DataHao Peng, John A. Miller. bigdata2 2019: 110-124 [doi]

A Relation Extraction Method Based on Entity Type Embedding and Recurrent Piecewise Residual NetworksYuming Wang, Huiqiang Zhao, Lai Tu, Jingpei Dan, Ling Liu. bigdata2 2019: 33-48 [doi]

Research on Parallel Computing Method of Hydrological Data CubeRong Wang, Dingsheng Wan, Zixuan Zhang, Qun Zhao. bigdata2 2019: 49-64 [doi]

Towards Detection of Abnormal Vehicle Behavior Using Traffic CamerasChen Wang, Aibek Musaev, Pezhman Sheinidashtegol, Travis Atkison. bigdata2 2019: 125-136 [doi]

FFD: A Federated Learning Based Method for Credit Card Fraud DetectionWensi Yang, Yuhang Zhang, Kejiang Ye, Li Li, Cheng-Zhong Xu 0001. bigdata2 2019: 18-32 [doi]

2018

Volkswagen's Diesel Emission Scandal: Analysis of Facebook Engagement and Financial OutcomesQi An, Morten Grimmig Christensen, Annith Ramachandran, Raghava Rao Mukkamala, Ravi Vatrapu. bigdata2 2018: 260-276 [doi]

Big Data Framework for Finding Patterns in Multi-market Trading DataDaya Ram Budhathoki, Dipankar Dasgupta, Pankaj Jain. bigdata2 2018: 237-250 [doi]

Big Data - BigData 2018 - 7th International Congress, Held as Part of the Services Conference Federation, SCF 2018, Seattle, WA, USA, June 25-30, 2018, ProceedingsFrancis Y. L. Chin, C. L. Philip Chen, Latifur Khan, Kisung Lee, Liang-Jie Zhang, editors, Volume 10968 of Lecture Notes in Computer Science, Springer, 2018. [doi]

An Innovative Lambda-Architecture-Based Data Warehouse Maintenance Framework for Effective and Efficient Near-Real-Time OLAP over Big DataAlfredo Cuzzocrea, Rim Moussa, Gianni Vercelli. bigdata2 2018: 149-165 [doi]

Research on the High and New Technology Development Potential of China City Clusters Based on China's New OTC MarketLiping Deng, Huan Chen, Liang-Jie Zhang, Xin-Nan Li. bigdata2 2018: 291-303 [doi]

Activity-Based Traveler Analyzer Using Mobile and Socioeconomic Bigdata: Case Study of Seoul in KoreaJin Ki Eom, Kwang Sub Lee, Jun Lee, Dae-Seop Moon. bigdata2 2018: 312-318 [doi]

Who's Next: Evaluating Attrition with Machine Learning Algorithms and Survival AnalysisJessica Frierson, Dong-Si. bigdata2 2018: 251-259 [doi]

K-mer Counting for Genomic Big DataJianqiu Ge, Ning Guo, Jintao Meng, Bingqiang Wang, Pavan Balaji, Shengzhong Feng, Jiaxiu Zhou, Yanjie Wei. bigdata2 2018: 345-351 [doi]

On Scalability of Distributed Machine Learning with Big Data on Apache SparkAmeen Abdel Hai, Babak Forouraghi. bigdata2 2018: 209-219 [doi]

PAGE: Answering Graph Pattern Queries via Knowledge Graph EmbeddingSanghyun Hong, Noseong Park, Tanmoy Chakraborty 0002, Hyunjoong Kang, Soonhyun Kwon. bigdata2 2018: 87-99 [doi]

Development of a Big Data Platform for Analysis of Road Driving Environment Using Vehicle Sensing Data and Public DataIntaek Jung, Kyusoo Chong. bigdata2 2018: 220-234 [doi]

The Application of Machine Learning Algorithm Applied to 3Hs Risk AssessmentGuixia Kang, Bo Yang, Dongli Wei, Ling Li. bigdata2 2018: 169-181 [doi]

Convolutional Neural Network Ensemble Fine-Tuning for Extended Transfer LearningOxana Korzh, Mikel Joaristi, Edoardo Serra. bigdata2 2018: 110-123 [doi]

Analysis of Activity Population and Mobility Impacts of a New Shopping Mall Using Mobile Phone BigdataKwang Sub Lee, Jin Ki Eom, Jun Lee, Dae-Seop Moon. bigdata2 2018: 307-311 [doi]

Reversible Data Perturbation Techniques for Multi-level Privacy-Preserving Data PublicationChao Li, Balaji Palanisamy, Prashant Krishnamurthy. bigdata2 2018: 26-42 [doi]

Study on Big Data Visualization of Joint Operation Command and Control SystemGang Liu, Yi Su. bigdata2 2018: 372-380 [doi]

Tracking Happiness of Different US Cities from TweetsBryan Pauken, Mudit Pradyumn, Nasseh Tabrizi. bigdata2 2018: 140-148 [doi]

Forecasting Traffic Flow: Short Term, Long Term, and When It RainsHao Peng, Santosh U. Bobade, Michael E. Cotterell, John A. Miller. bigdata2 2018: 57-71 [doi]

Big Data Analytics on Twitter - A Systematic Review of Applications and MethodsMudit Pradyumn, Akshat Kapoor, Nasseh Tabrizi. bigdata2 2018: 326-333 [doi]

Developing Cost-Effective Data Rescue Schemes to Tackle Disk Failures in Data CentersZhi Qiao, Jacob Hochstetler, Shuwen Liang, Song Fu, Hsing-bung Chen, Bradley W. Settlemyer. bigdata2 2018: 194-208 [doi]

A Real-Time Professional Content Recommendation System for Healthcare Providers' Knowledge AcquisitionLu Qin, Xiaowei Xu, Jiao Li. bigdata2 2018: 367-371 [doi]

A Survey of Big Data Use in Large and Medium Ecuadorian CompaniesRosa Quelal, Mónica Villavicencio. bigdata2 2018: 334-342 [doi]

Approximate Query Matching for Graph-Based Holistic Image RetrievalAbhijit Suprem, Duen Horng Chau, Calton Pu. bigdata2 2018: 72-84 [doi]

Distributed Big Data Ingestion at Scale for Extremely Large Community of UsersVenkat Tipparam, Belinda Liu, Yifei Chen, Zoe Lang, Gang Ye, Diana Li, Hong-Yen Nguyen, CP Lai, Steve Chan. bigdata2 2018: 100-109 [doi]

Inter-Category Distribution Enhanced Feature Extraction for Efficient Text ClassificationYuming Wang, Jun Huang, Yun Liu, Lai Tu, Ling Liu. bigdata2 2018: 17-25 [doi]

Time Series Similarity Search Based on Positive and Negative QueryJimin Wang, Qi Liu, Pengcheng Zhang. bigdata2 2018: 3-16 [doi]

Development of Big Data Multi-VM Platform for Rapid Prototyping of Distributed Deep LearningChien-Heng Wu, Chiao-Ning Chuang, Wen-Yi Chang, Whey-Fone Tsai. bigdata2 2018: 182-193 [doi]

GLDA-FP: Gaussian LDA Model for Forward PredictionYunpeng Xiao, Liangyun Liu, Ming Xu, Haohan Wang, Yanbing Liu. bigdata2 2018: 124-139 [doi]

Developing a Chinese Food Nutrient Data Analysis System for Precise Dietary Intake ManagementXiaowei Xu, Li Hou, Zhen Guo, Ju Wang, Jiao Li. bigdata2 2018: 360-366 [doi]

Real-Time Analysis of Big Network Packet Streams by Learning the Likelihood of Trusted SequencesJohn Yoon, Michael DeBiase. bigdata2 2018: 43-56 [doi]

LeadsRobot: A Sales Leads Generation Robot Based on Big Data AnalyticsJing Zeng, Jin Che, Chunxiao Xing, Liang-Jie Zhang. bigdata2 2018: 277-290 [doi]

Ensemble Learning Based Gender Recognition from Physiological SignalsHuiling Zhang, Ning Guo, Guangyuan Liu, Junhao Hu, Jiaxiu Zhou, Shengzhong Feng, Yanjie Wei. bigdata2 2018: 352-359 [doi]

Design and Application of a Visual System for the Supply Chain of Thermal Coal Based on Big DataXinyue Zhang, Yanmin Han, Wei Ge, Daqiang Yan, Yiming Chen. bigdata2 2018: 319-325 [doi]

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