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BigData Congress
2013
2016
2019
2022
2013
2022
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Publications
volume 12988, 2022
Big Data - BigData 2021 - 10th International Conference, Held as Part of the Services Conference Federation, SCF 2021, Virtual Event, December 10-14, 2021, Proceedings
BigData Congress
12988 (2022)
2021
Haijun Feng
,
Wen Qin
,
Huijing Wang
,
Yi Li
,
Guangwu Hu
A Combination of Resampling and Ensemble Method for Text Classification on Imbalanced Data.
BigData Congress
(2021)
Richard Shan
,
Tony Shan
Digital Transformation Method for Healthcare Data.
BigData Congress
(2021)
Robert Ahn
,
Sam Supakkul
,
Liping Zhao
,
Kirthy Kolluri
,
Tom Hill
,
Lawrence Chung
Validating Business Problem Hypotheses: A Goal-Oriented and Machine Learning-Based Approach.
BigData Congress
(2021)
Ye Sun
,
Gang Wang
,
Pei-zhi Yan
,
Li-fang Zhang
,
Xu Yao
Industrial Control System Attack Detection Model Based on Bayesian Network and Timed Automata.
BigData Congress
(2021)
Siyao Wang
,
Hao Feng
,
Jing Wang
,
Xuejiao Peng
,
Yumeng Zheng
,
Xiaohu Fan
,
Quan Yuan
Design on Flood Control and Disaster Reduction System for Emergency Management Based on BDS.
BigData Congress
(2021)
Xiaohu Fan
,
Mingmin Gong
,
Xuejiao Pang
,
Hao Feng
Safety Application Platform of Energy Production Surveillance Based on Data Flow.
BigData Congress
(2021)
Yiyang Bian
,
Jiewu Leng
,
J. Leon Zhao
Demystifying Metaverse as a New Paradigm of Enterprise Digitization.
BigData Congress
(2021)
Hui Jiang
,
Yaoqing Duan
,
Yongdi Zhu
Citizens' Continuous-Use Intention to Open Government Data: Empirical Evidence from China.
BigData Congress
(2021)
2020
Altti Ilari Maarala
,
Ossi Arasalo
,
Daniel Valenzuela
,
Keijo Heljanko
,
Veli Mäkinen
Scalable Reference Genome Assembly from Compressed Pan-Genome Index with Spark.
BigData Congress
(2020)
Jingling Zhou
,
Shiyu Wang
,
Yunxue Chen
,
Richard O. Sinnott
A Web Application for Feral Cat Recognition Through Deep Learning.
BigData Congress
(2020)
Lixuan Ding
,
Lanting Ding
,
Richard O. Sinnott
Fake News Classification of Social Media Through Sentiment Analysis.
BigData Congress
(2020)
Ziyue Hu
,
Menglu Wu
,
Xiaopeng Fan
,
Yang Wang
,
Cheng-Zhong Xu
MCF: Towards Window-Based Multiple Cuckoo Filter in Stream Computing.
BigData Congress
(2020)
Benjamin Warner
,
Aaron Crook
,
Renzhi Cao
Predicting the DJIA with News Headlines and Historic Data Using Hybrid Genetic Algorithm/Support Vector Regression and BERT.
BigData Congress
(2020)
Jin Soung Yoo
,
Wentao Shao
,
Kanika Binzani
Spatial Association Pattern Mining Using In-Memory Computational Framework.
BigData Congress
(2020)
Jiexia Ye
,
Juanjuan Zhao
,
Liutao Zhang
,
Cheng-Zhong Xu
,
Jun Zhang
,
Kejiang Ye
A Data-Driven Method for Dynamic OD Passenger Flow Matrix Estimation in Urban Metro Systems.
BigData Congress
(2020)
Jonathan Zhou
,
Baldwin Chen
,
Nianjun Zhou
Cross-Cancer Genome Analysis on Cancer Classification Using Both Unsupervised and Supervised Approaches.
BigData Congress
(2020)
Eugene Levner
,
Boris Kriheli
,
Arriel Benis
,
Alexander Ptuskin
,
Amir Elalouf
,
Sharon Hovav
,
Shai Ashkenazi
Entropy-Based Approach to Efficient Cleaning of Big Data in Hierarchical Databases.
BigData Congress
(2020)
Andre Luis Costa Carvalho
,
Darine Ameyed
,
Mohamed Cheriet
Ensemble Learning for Heterogeneous Missing Data Imputation.
BigData Congress
(2020)
Martha O. Perez-Arriaga
,
Krishna Ashok Poddar
Clinical Trials Data Management in the Big Data Era.
BigData Congress
(2020)
Sam Supakkul
,
Robert Ahn
,
Ronaldo Gonçalves Junior
,
Diana Villarreal
,
Liping Zhao
,
Tom Hill
,
Lawrence Chung
Validating Goal-Oriented Hypotheses of Business Problems Using Machine Learning: An Exploratory Study of Customer Churn.
BigData Congress
(2020)
Muhammad Usama Javaid
,
Ahmed Amir Kanoun
,
Florian Demesmaeker
,
Amine Ghrab
,
Sabri Skhiri
A Performance Prediction Model for Spark Applications.
BigData Congress
(2020)
Yining Zhu
,
Ethan Sun
,
Yongsheng Bai
Dissecting Biological Functions for BRCA Genes and Their Targeting MicroRNAs Within Eight Clusters.
BigData Congress
(2020)
Nan Wang
,
Yong Liu
,
Peiyao Han
,
Xiaokun Li
,
Jinbao Li
The Collaborative Influence of Multiple Interactions on Successive POI Recommendation.
BigData Congress
(2020)
Pei-Yun Sun
,
Wan-Yun Sun
,
Yicheng Jin
,
Richard O. Sinnott
Heavy Vehicle Classification Through Deep Learning.
BigData Congress
(2020)
Takashi Isobe
,
Yoshihiro Okada
Chemical XAI to Discover Probable Compounds' Spaces Based on Mixture of Multiple Mutated Exemplars and Bioassay Existence Ratio.
BigData Congress
(2020)
Verena Kantere
Processing Big Data Across Infrastructures.
BigData Congress
(2020)
volume 12402, 2020
Big Data - BigData 2020 - 9th International Conference, Held as Part of the Services Conference Federation, SCF 2020, Honolulu, HI, USA, September 18-20, 2020, Proceedings
BigData Congress
12402 (2020)
2019
Priya Mehta
,
Jithin Mathews
,
K. Sandeep Kumar
,
K. Suryamukhi
,
Ch. Sobhan Babu
,
S. V. Kasi Visweswara Rao
Big Data Analytics for Nabbing Fraudulent Transactions in Taxation System.
BigData Congress
(2019)
Matthew Casey
,
Baldwin Chen
,
Jonathan Zhou
,
Nianjun Zhou
A Machine Learning Approach to Prostate Cancer Risk Classification Through Use of RNA Sequencing Data.
BigData Congress
(2019)
Chen Wang
,
Aibek Musaev
,
Pezhman Sheinidashtegol
,
Travis Atkison
Towards Detection of Abnormal Vehicle Behavior Using Traffic Cameras.
BigData Congress
(2019)
Yuming Wang
,
Huiqiang Zhao
,
Lai Tu
,
Jingpei Dan
,
Ling Liu
A Relation Extraction Method Based on Entity Type Embedding and Recurrent Piecewise Residual Networks.
BigData Congress
(2019)
Hao Peng
,
John A. Miller
Multi-step Short Term Traffic Flow Forecasting Using Temporal and Spatial Data.
BigData Congress
(2019)
Piero A. Bonatti
,
Sabrina Kirrane
Big Data and Analytics in the Age of the GDPR.
BigData Congress
(2019)
Rong Wang
,
Dingsheng Wan
,
Zixuan Zhang
,
Qun Zhao
Research on Parallel Computing Method of Hydrological Data Cube.
BigData Congress
(2019)
Luca Cagliero
,
Silvia Chiusano
,
Elena Daraio
,
Paolo Garza
CarPredictor: Forecasting the Number of Free Floating Car Sharing Vehicles within Restricted Urban Areas.
BigData Congress
(2019)
Wensi Yang
,
Yuhang Zhang
,
Kejiang Ye
,
Li Li
,
Cheng-Zhong Xu
FFD: A Federated Learning Based Method for Credit Card Fraud Detection.
BigData Congress
(2019)
Roberto Corizzo
,
Michelangelo Ceci
,
Donato Malerba
Big Data Analytics and Predictive Modeling Approaches for the Energy Sector.
BigData Congress
(2019)
Anna Levin
,
Shelly Garion
,
Elliot K. Kolodner
,
Dean H. Lorenz
,
Katherine Barabash
,
Mike Kugler
,
Niall McShane
AIOps for a Cloud Object Storage Service.
BigData Congress
(2019)
Hourieh Khalajzadeh
,
Mohamed Abdelrazek
,
John Grundy
,
John G. Hosking
,
Qiang He
BiDaML: A Suite of Visual Languages for Supporting End-User Data Analytics.
BigData Congress
(2019)
Jianyang Yu
,
Yuanyuan Qiao
,
Nanfei Shu
,
Kewu Sun
,
Shenshen Zhou
,
Jie Yang
Neural Network Based Transaction Classification System for Chinese Transaction Behavior Analysis.
BigData Congress
(2019)
Junyao Guo
,
Lu Liu
,
Sihai Zhang
,
Jinkang Zhu
Mobility Prediction with Missing Locations Based on Modified Markov Model for Wireless Users.
BigData Congress
(2019)
Daniel Peralta
,
Yvan Saeys
Distributed, Numerically Stable Distance and Covariance Computation with MPI for Extremely Large Datasets.
BigData Congress
(2019)
Francesco Guerra
,
Paolo Sottovia
,
Matteo Paganelli
,
Maurizio Vincini
Big Data Integration of Heterogeneous Data Sources: The Re-Search Alps Case Study.
BigData Congress
(2019)
Michele Ciavotta
,
Srdjan Krstic
,
Damian A. Tamburri
,
Willem-Jan van den Heuvel
HyperSpark: A Data-Intensive Programming Environment for Parallel Metaheuristics.
BigData Congress
(2019)
Nesma Mahmoud
,
Youssef Essam
,
Radwa El Shawi
,
Sherif Sakr
DLBench: An Experimental Evaluation of Deep Learning Frameworks.
BigData Congress
(2019)
Hui Gao
,
Karolina K. Dluzniak
,
Hong Xia
,
Wei Jie
,
Yanping Chen
,
Wei Xing
,
Xin Wang
,
Zhongmin Wang
A Service Clustering Method Based on Wisdom of Crowds.
BigData Congress
(2019)
Pujan Paudel
,
Amartya Hatua
,
Trung T. Nguyen
,
Andrew H. Sung
User Level Multi-feed Weighted Topic Embeddings for Studying Network Interaction in Twitter.
BigData Congress
(2019)
Mahmoud Ismail
,
August Bonds
,
Salman Niazi
,
Seif Haridi
,
Jim Dowling
Scalable Block Reporting for HopsFS.
BigData Congress
(2019)
volume 11514, 2019
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, Proceedings
BigData Congress
11514 (2019)