BigData

Keyphrases

Publications

2023

Xuejiao Liu, Yi Li
Research on Big Data Empowering Ecological Governance. BigData (2023)
Guohui Ding, Zhaoyi Yuan, Wenjing Tang, Chao Jiang
Efficient Time Series Classification Based on Learning Similar Trend Features in the Same Class Sequences. BigData (2023)
Gregor Milligan, John Harvey, Liz Dowthwaite, Elvira Perez Vallejos, Georgiana Nica-Avram, James Goulding
Assessing relative contribution of Environmental, Behavioural and Social factors on Life Satisfaction via mobile app data. BigData (2023)
Jisoo Hong, Youngjin Jung, Kang Sung Woo
Image Data Augmentation and Detection Study for Pothole Detection Algorithm. BigData (2023)
Piotr Gaj, Ireneusz Smolka, Jacek Stój
Reliability Analysis of M2M Cyclic Data Transfer based on ad-hoc Wireless P2P Link. BigData (2023)
Aziza Zhanabatyrova, Clayton Frederick Souza Leite, Yu Xiao
Detecting and Classifying Changes in Traffic Rules using Induction Loop Data. BigData (2023)
Chao-Chin Wu, De-Xang Wang, Lien Fu Lai
Accelerate SVM Training with OHD-SVM on GPU. BigData (2023)
Siqi Tao, Yuan Xin, Zhao Li, Minjie Hong
The Shifting Role of Government in Government Data Openness. BigData (2023)
Yusuke Imadegawa, Takuya Oki, Yoshiki Ogawa, Chenbo Zhao
Predicting Impression Evaluation of Building Exterior Appearance Using Street Image Big Data and Deep Learning. BigData (2023)
Zhao Li, Honggui He, Wen Wang, Siqi, Tao
Non-essential Perspective on Thinking Law of Data Protection and Utilization. BigData (2023)
Dian Ross, Edmond Cretu, Victoria Lemieux
Analogous Analogues: Digital Twins and Hardware Tracking in GLAM Collections. BigData (2023)
Ruwang Wen, Zhengxiang Cheng, Weixuan Mao, Zhuolin Mei, Jiaoli Shi, Xiao Cheng
HMGR: A Hybrid Model for Geolocation Recommendation. BigData (2023)
Mohammad Mahdi Khosravi, Pinar Karagoz, Ismail Hakki Toroslu
IndexAI: AI Based Index Selection for NoSQL Databases. BigData (2023)
Juyeon Kang, Mauli Mehulkumar Patel, Anushka Agrawal, Simhadri Sevitha, R. Srinivasa, Sandra Bellato, M. Anand Kumar, Ngawang Dempa Tsang, Mo El-Haj
Advancements in Financial Document Structure Extraction: Insights from Five Years of FinTOC (2019-2023). BigData (2023)
Gabriele Scaffidi Militone, Daniele Apiletti, Giovanni Malnati
Combining fault-tolerant persistence and low-latency streaming access to binary data for AI models. BigData (2023)
Xiaochen Liu
Research on Complex Financial Ecosystem Modeling and Traceability Analysis Based on Heterogeneous Graph Attention Networks. BigData (2023)
Shengkun Wang, Yangxiao Bai, Taoran Ji, Kaiqun Fu, Linhan Wang, Chang-Tien Lu
Stock Movement and Volatility Prediction from Tweets, Macroeconomic Factors and Historical Prices. BigData (2023)
Ansgar Lößer, Florian Raskob, Björn Scheuermann
Lazy Read: Asynchronous Execution of Synchronous File I/O. BigData (2023)
Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Explainable Deep Learning for Smart Grid Stability Detection. BigData (2023)
Shisheng Deng, Dongping Liao, Xitong Gao, Juanjuan Zhao, Kejiang Ye
A Survey on Cross-Domain Few-Shot Image Classification. BigData (2023)
Minjie Kang, Ji Ran, Guiyan Ao, Xuejiao Pang, Xiaohu Fan, Yi Li, Lu Xing, Han Jie
Enhanced Campus Information Query System based on ChatGPT Interface and Local Content Database. BigData (2023)
Dan Chia-Tien Lo, Bobin Deng, Yong Shi
Deep Machine Learning on Segmenting and Classifying Crop Images Taken by Unmanned Aerial Vehicle. BigData (2023)
Subas Rana, Nasid Habib Barna, John A. Miller
Exploring the Predictive Power of Correlation and Mutual Information in Attention Temporal Graph Convolutional Network for COVID-19 Forecasting. BigData (2023)
Neel Bhate, Ansh Mittal, Zhe He, Xiao Luo
Zero-shot Learning with Minimum Instruction to Extract Social Determinants and Family History from Clinical Notes using GPT Model. BigData (2023)
Stephanie Ger, Yegna Subramanian Jambunath, Diego Klabjan
Autoencoders and Generative Adversarial Networks for Imbalanced Sequence Classification. BigData (2023)
Chin-Chia Michael Yeh, Huiyuan Chen, Yujie Fan, Xin Dai, Yan Zheng, Vivian Lai, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
Ego-Network Transformer for Subsequence Classification in Time Series Data. BigData (2023)
Meng-Ting Hou, Xi-Yu Li, Juan Bao
Bioinformatics-Based Acquisition of Alzheimer's Disease Hub Genes. BigData (2023)
Chengcheng Mou, Minh Pham, Benjamin Hsu, Yicheng Tu
Computing Group-By and Aggregates on Massively Parallel Systems. BigData (2023)
Alvina Lee Hui Shan, Venky Shankararaman, Eng Lieh Ouh
Vision Paper: Advancing of AI Explainability for the Use of ChatGPT in Government Agencies - Proposal of A 4-Step Framework. BigData (2023)
Janet Layne, Edoardo Serra
A Novel Method to Enable Transfer Learning of Structural Graph Representations. BigData (2023)
Bingbing Yu, Jiefan Hu
Construction of Data Security System. BigData (2023)
Patrizia Vizza, Giuseppe Timpano, Francesco Vescio, Gianmichele Caligiuri, Fulvia Michela Caligiuri, Pasquale Lambardi, Pierangelo Veltri, Pietro H. Guzzi, Giuseppe Tradigo
Tracking and Predicting Productions in Agricultural Processes: Applications and Experiences. BigData (2023)
Marios G. Krokidis, Georgios N. Dimitrakopoulos, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos
Advanced Big Data Analysis for Deciphering the Role of Protein Misfolding and Interactions in the Pathogenesis of Alzheimer's Disease. BigData (2023)
Jang-Ho Choi, Moonyoung Chung, Jiyong Kim
An Augmentation-agnostic Semantic Preserving Technique for Data Generation. BigData (2023)
Guochuan Liu, Zhenjiang Pang, Jing Zeng, Haimin Hong, Yongming Sun, Mingjie Su, Nan Ma
IoT Lakehouse: A New Data Management Paradigm for AIoT. BigData (2023)
Omar Abdel Wahab, Anderson Avila
A Max-Min Security Game for Coordinated Backdoor Attacks on Federated Learning. BigData (2023)
Minsuk Chang, Han-Joon Kim
Tensor Space Model-based Textual Data Augmentation for Text Classification. BigData (2023)
Zeyu Zhou, Mizuki Kobayashi, Uta Sato, Kazuma Akashi, Ayato Kitadai, Soma Sugihara, Yusuke Fukasawa, Masanori Fujuta, Nariaki Nishino
Evaluating the alleviation of traffic congestion through Bus Rapid Transit using Multi-Agent Simulation. BigData (2023)
Lei Yu, Xinlong Yang, Jue Wang, Yumeng Yang
Does Trust Improve Commercial Insurance Participation Behavior? BigData (2023)
Xinyu Wang, Vinod K. Mishra, C.-C. Jay Kuo
Enhancing Edge Intelligence with Highly Discriminant LNT Features. BigData (2023)
Danny Y. C. Wang, Lars Arne Jordanger, Jerry Chun-Wei Lin
Explainability of Leverage Points Exploration for Customer Churn Prediction. BigData (2023)
Qi Lyu, Hui Li, Xinnan Lin, Han Wang, Hanxu Hou, Yuguo Yin, Qianbin Chen, Ping Fan, Gang Wan, Xiang Zhu, Selwyn Deng, Weixiang Huang, Jianping Wu, Jieren Cheng, Wenyuan Yang
H-MIS: A Hierarchical Multi-Identifier System Based on Blockchain. BigData (2023)
Feipeng Wang, Kerong Ben, Xian Zhang, Meini Yang
Lightweight Weight Update for Convolutional Neural Networks. BigData (2023)
Eugenio Vocaturo, Geeta Rani, Vijaypal Singh Dhaka, Ester Zumpano
AI-Driven Agriculture: Opportunities and Challenges. BigData (2023)
Emrullah Gultekin, Mehmet S. Aktas
Predictive Analytics in IoT and CPS: Enhancing Industrial Machinery Reliability through Sensor Data-Driven Remaining Useful Life Estimation. BigData (2023)
Krzysztof Drachal
Forecasting Commodities Prices with the Bayesian Symbolic Regression Compared to Other Methods. BigData (2023)
Xufu Xiang, Chungen Qian, Xin Liu, Fuzhen Xia
Prediction of TrkB Complex and Antidepressant Targets Leveraging Big Data. BigData (2023)
Carmela Comito
How Do We Talk and Feel About COVID-19? Sentiment Analysis of Twitter Topics. BigData (2023)
Bradley Eck, Duygu Kabakci-Zorlu, Amadou Ba
Two-sample KS test with approxQuantile in Apache Spark®. BigData (2023)

volume 14203, 2023

Big Data - BigData 2023 - 12th International Conference, Held as Part of the Services Conference Federation, SCF 2023, Honolulu, HI, USA, September 23-26, 2023, Proceedings BigData 14203 (2023)