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Proceedings
BIGDATA
BIGDATA 2023
Generate Citations
2023 IEEE International Conference on Big Data (BigData)
Dec. 15 2023 to Dec. 18 2023
Sorrento, Italy
ISBN: 979-8-3503-2445-7
Table of Contents
BigData 2023 Author Index
Freely available from IEEE.
pp. i-xxxiii
BigData 2023 Committee Member
Freely available from IEEE.
pp. i-ii
BigData 2023 Program Committee
Freely available from IEEE.
pp. i-xv
The Data Systems Grammar: Self-designing Systems for the era of AI
Freely available from IEEE.
pp. 1-1
by
Stratos Idreos
Knowledge-Guided Machine Learning: A New Framework for Accelerating Scientific Discovery and Addressing Global Environmental Challenges
Freely available from IEEE.
pp. 2-2
by
Vipin Kumar
GPU Acceleration for Data Processing and Analytics
Freely available from IEEE.
pp. 3-3
by
Qiong Luo
Have your data and share it too: Private data analytics at scale
Freely available from IEEE.
pp. 4-4
by
Garofalakis Minos
Big-Data Algorithms That Are Not Machine Learning
Freely available from IEEE.
pp. 5-5
by
Jeffery Ullman
Leveraging Deep Learning to Improve COVID-19 Forecasting Using Wastewater Viral Load
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pp. 2705-2713
by
Mehrdad Fazli
,
Heman Shakeri
Learning with Variational Objectives on Measures
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pp. 1059-1063
by
Vivien Cabannes
BFRecSys: A Blockchain-based Federated Matrix Factorization for Recommendation Systems
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pp. 2283-2292
by
Dongkun Hou
,
Jie Zhang
Quantum Cryptography for Enhanced Network Security: A Comprehensive Survey of Research, Developments, and Future Directions
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pp. 5408-5417
by
Mst Shapna Akter
,
Juanjose Rodriguez-Cardenas
,
Hossain Shahriar
,
Alfredo Cuzzocrea
,
Fan Wu
Crude oil price forecasting base on an EEMD and multi-scale time series analysis combination methods
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pp. 2441-2449
by
Ke Huang
,
Yin Luo
,
LiFei Ke
,
Jianwen Qin
,
Pingping Liu
Tabular Data to Image Generation: Benchmark Data, Approaches, and Evaluation
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pp. 1539-1543
by
Alex Tang
,
Gromit Chan
,
Ryan A. Rossi
,
Chang Xiao
,
Eunyee Koh
Tripletformer for Probabilistic Interpolation of Irregularly sampled Time Series
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pp. 986-995
by
Vijaya Krishna Yalavarthi
,
Johannes Burchert
,
Lars Schmidt-Thieme
ATADA: Adaptive Time Aware Anomaly Detection Approach for Real-Time Intelligent Transportation Systems
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pp. 1563-1570
by
Ke Zhang
,
Hengchang Liu
,
Siobhán Clarke
MIAE: A Mobile Application Recommendation Method Based on a NTK Model
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pp. 4300-4307
by
Jiahui Han
,
Qufei Zhang
,
Xiaoying Yang
,
Jinyi Wang
A Trustable LSTM-Autoencoder Network for Cyberbullying Detection on Social Media Using Synthetic Data
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pp. 5418-5427
by
Mst Shapna Akter
,
Hossain Shahriar
,
Alfredo Cuzzocrea
,
Fan Wu
,
Juanjose Rodriguez-Cardenas
Roughness Index for Loss Landscapes of Neural Network Models of Partial Differential Equations
*
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pp. 966-975
by
Keke Wu
,
Xiangru Jian
,
Rui Du
,
Jingrun Chen
,
Xiang Zhou
An Analysis of the Dynamics of Ties on Twitter
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pp. 5809-5817
by
Kiana Kheiri
,
Muhammad Fawad Akbar Khan
,
Tyler Derr
,
Hamid Karimi
Multilingual Hate Speech Detection: Comparison of Transfer Learning Methods to Classify German, Italian, and Spanish Posts
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pp. 5503-5511
by
Jan Fillies
,
Michael Peter Hoffmann
,
Adrian Paschke
Enhancing Concept Drift Detection in Drifting and Imbalanced Data Streams through Meta-Learning
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pp. 2648-2657
by
Gabriel Jonas Aguiar
,
Alberto Cano
Discovery and Matching Numerical Attributes in Data Lakes
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pp. 423-432
by
Pattara Sukprasert
,
Gromit Yeuk-Yin Chan
,
Ryan A. Rossi
,
Fan Du
,
Eunyee Koh
Optimal sampling for Moving Object Trajectory Tracking in Smart Transportation Systems: A Transformer-based Approach
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pp. 1230-1235
by
Usman Shuaibu Musa
,
Yifan Guo
,
Cheng QianT
,
Wei Yu
Safe data transmission in IoT system for air pollution monitoring
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pp. 5438-5443
by
Janusz Bobulski
,
Sabina Szymoniak
,
Kamila Pasternak
Increase Merge Efficiency in LSM Trees Through Coordinated Partitioning of Sorted Runs
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pp. 530-535
by
Qizhong Mao
,
Vagelis Hristidis
Optimized Model of Ledger Database Management to handle Vehicle Registration
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pp. 2275-2282
by
Neha Gaonkar
,
Parnia Samimi
,
Jagdev Bhogal
,
Luke Porter
,
Rob Squire
Multi-Item Continuous Influence Maximization
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pp. 5282-5291
by
Jianjun Luo
,
Ryan A. Rossi
,
Xiangnan Kong
,
Yanhua Li
Digital Finance, Market Competition, and Risk-Taking: A Study of Rural Commercial Banks in China
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pp. 3159-3167
by
Chongshuang Hu
,
Minkang Li
,
Hufeng Yang
,
Minghao Li
,
Jichao Li
,
Jiang Jiang
An Experimental Study on Random Projection Based Biometric Security
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pp. 3325-3331
by
Rishabh Shukla
,
Harkeerat Kaur
Efficient Estimation of Local Causal Effects in Graphs via Neighborhood Pooling
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pp. 542-547
by
Ryan Rossi
,
Somdeb Sarkhel
,
Nesreen Ahmed
On Chatbots for Visual Exploratory Data Analysis
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pp. 5924-5929
by
Brodrick Stigall
,
Ryan Rossi
,
Jane Hoffswell
,
Xiang Chen
,
Shunan Guo
,
Fan Du
,
Eunyee Koh
,
Kelly Caine
Detecting Compromised IoT Devices Using Autoencoders with Sequential Hypothesis Testing
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pp. 1344-1351
by
Md Mainuddin
,
Zhenhai Duan
,
Yingfei Dong
Ethical Hacking in Digital Forensics
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pp. 5539-5548
by
Damilola Oladimeji
,
Laura Garland
,
Jayanthi Ramamoorthy
,
Bing Zhou
Deep Learning for Spatiotemporal Big Data: Opportunities and Challenges [Vision Paper]
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pp. 1157-1161
by
Zhe Jiang
Document-Level Event Argument Extraction Based on Bidirectional Span Detection
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pp. 1005-1011
by
Yong Zhang
,
Feng Xiong
,
Kai Zhang
,
Jiaxian Wang
SBTREC - A Transformer Framework for Personalized Tour Recommendation Problem with Sentiment Analysis
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pp. 5790-5798
by
Ngai Lam Ho
,
Roy Ka-Wei Lee
,
Kwan Hui Lim
Dynamic Mining Interval to Improve Blockchain Throughput
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pp. 46-55
by
Hou-Wan Long
,
Xiongfei Zhao
,
Yain-Whar Si
Self-Supervision for Tackling Unsupervised Anomaly Detection: Pitfalls and Opportunities
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pp. 1047-1051
by
Leman Akoglu
,
Jaemin Yoo
CoMABO: Covariance Matrix Adaptation for Bayesian Optimization
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pp. 37-45
by
Hsiang-Yu Ku
,
Che-Rung Lee
A Classification Approach to Detect Social Support in Online Health Communities
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pp. 4891-4899
by
Hai Nguyen
,
Thanaa Ghanem
AQUA: A Framework for Spatiotemporal Analysis and Visualizations of Water Quality Data at Scale
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pp. 1555-1562
by
Matthew Young
,
Sangmi Pallickara
,
Shrideep Pallickara
Deciphering Student Coding Behavior: Interpretable Keystroke Features and Ensemble Strategies for Grade Prediction
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pp. 5799-5808
by
Muhammad Fawad Akbar Khan
,
John Edwards
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Paul Bodily
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Hamid Karimi
A Hybrid Model Based on Multi-level External Knowledge for Chinese Semantic Matching
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pp. 1200-1205
by
Haoyang Ma
,
Hongyu Guo
Ocean Data Quality Assessment through Outlier Detection-enhanced Active Learning
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pp. 102-107
by
Na Li
,
Yiyang Qi
,
Ruyue Xin
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Zhiming Zhao
Quantitatively Evaluating the Validity of Contrastive Generators for Recourse
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pp. 1143-1150
by
Ian Howell
,
Eleanor Quint
,
Hongfeng Yu
Trustworthy Medical Operational AI: Marrying AI and Regulatory Requirements
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pp. 2700-2704
by
Fabian Berns
,
Georg Zimmermann
,
Christian Borgelt
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Niclas Heilig
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Jan Kirchhoff
,
Florian Stumpe
Matching Noisy Keys for Obfuscation
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pp. 5485-5492
by
Charlie Dickens
,
Eric Bax
gSPICE: Model-Based Event Shedding in Complex Event Processing
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pp. 263-270
by
Ahmad Slo
,
Sukanya Bhowmik
,
Kurt Rothermel
Lightweight CNN based on Spatial Features for a Vehicular Damage Detection System
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pp. 5097-5101
by
Dawid Połap
,
Antoni Jaszcz
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Katarzyna Prokop
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Gautam Srivastava
FNDaaS: Content-agnostic Detection of Websites Distributing Fake News
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pp. 1438-1449
by
Panagiotis Papadopoulos
,
Dimitris Spythouris
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Evangelos P. Markatos
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Nicolas Kourtellis
OrthoNets: Orthogonal Channel Attention Networks
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pp. 829-837
by
Hadi Salman
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Caleb Parks
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Matthew Swan
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John Gauch
LogGPT: Log Anomaly Detection via GPT
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pp. 1117-1122
by
Xiao Han
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Shuhan Yuan
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Mohamed Trabelsi
Zero-shot Learning with Minimum Instruction to Extract Social Determinants and Family History from Clinical Notes using GPT Model
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pp. 1476-1480
by
Neel Jitesh Bhate
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Ansh Mittal
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Zhe He
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Xiao Luo
Scientific Error-bounded Lossy Compression with Super-resolution Neural Networks
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pp. 229-236
by
Jinyang Liu
,
Sheng Di
,
Sian Jin
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Kai Zhao
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Xin Liang
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Zizhong Chen
,
Franck Cappello
Fast Heavy Inner Product Identification Between Weights and Inputs in Neural Network Training
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pp. 128-133
by
Lianke Qin
,
Saayan Mitra
,
Zhao Song
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Yuanyuan Yang
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Tianyi Zhou
Game Based Virtual Reality Platform for Geometry
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pp. 4812-4818
by
Himangshu Sarma
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Mahaboob Shaik
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Surya Teja Tangirala
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Satyam Kumar Singh
Ultra-wide Band Positioning with Signal Interference based on Two-Stream Residual Network
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pp. 976-985
by
Xueming Xu
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Ruirui Zhao
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Jichao Li
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Jianbin Sun
Interpretable Sock Puppet Attribution
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pp. 847-856
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Chun Wei Seah
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Chia-Yu Hung
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Yujia Hu
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Hai Leong Chieu
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Roy Ka-Wei Lee
Long-term Time Series Forecasting based on Decomposition and Neural Ordinary Differential Equations
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pp. 748-757
by
Seonkyu Lim
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Jaehyeon Park
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Seojin Kim
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Hyowon Wi
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Haksoo Lim
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Jinsung Jeon
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Jeongwhan Choi
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Noseong Park
MobiSpaces: An Architecture for Energy-Efficient Data Spaces for Mobility Data
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pp. 1487-1494
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Christos Doulkeridis
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Georgios M. Santipantakis
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Nikolaos Koutroumanis
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George Makridis
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Vasilis Koukos
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George S. Theodoropoulos
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Yannis Theodoridis
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Dimosthenis Kyriazis
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Pavlos Kranas
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Diego Burgos
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Ricardo Jimenez-Peris
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Mariana M G Duarte
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Mahmoud Sakr
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Esteban Zimányi
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Anita Graser
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Clemens Heistracher
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Kristian Torp
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Ioannis Chrysakis
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Theofanis Orphanoudakis
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Evgenia Kapassa
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Marios Touloupou
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Jürgen Neises
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Petros Petrou
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Sophia Karagiorgou
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Rosario Catelli
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Domenico Messina
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Marcelo Corrales Compagnucci
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Matteo Falsetta
ID-MixGCL: Identity Mixup for Graph Contrastive Learning
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pp. 473-482
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Gehang Zhang
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Bowen Yu
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Jiangxia Cao
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Xinghua Zhang
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Jiawei Sheng
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Chuan Zhou
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Tingwen Liu
Unvisited Out-Of-Town POI Recommendation with Simultaneous Learning of Multiple Regions
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pp. 915-924
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Rikuto Tsubouchi
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Takahiro Hara
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Kei Yonekawa
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Shuichiro Haruta
IIP-Transformer: Intra-Inter-Part Transformer for Skeleton-Based Action Recognition
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pp. 936-945
by
Qingtian Wang
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Shuze Shi
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Jiabin He
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Jianlin Peng
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Tingxi Liu
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Renliang Weng
GPU-accelerated PostgreSQL for Scalable Management and Processing of Irregular Time-Series Data using SPI
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pp. 2541-2549
by
Jamal Saied-Walker
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Pallavi Gupta
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Ruhan Yi
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Noah Marchal
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Marjorie Skubic
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Grant J. Scott
Robust Fraud Detection via Supervised Contrastive Learning
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pp. 1279-1288
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M.S Vinay
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Shuhan Yuan
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Xintao Wu
FedSym: Unleashing the Power of Entropy for Benchmarking the Algorithms for Federated Learning
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pp. 4308-4317
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S. Ensiye Kiyamousavi
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Boris Kraychev
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Ivan Koychev
Analyzing Code Text Strings for Code Evaluation
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pp. 5619-5628
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Tianyu Wang
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Zhixiong Chen
Integrating Noisy Knowledge into Language Representations for E-Commerce Applications
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pp. 548-553
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Karan Samel
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Jun Ma
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Zhengyang Wang
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Tong Zhao
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Irfan Essa
Charting the Course of Ship Track Prediction: A Novel Approach for Maritime Traffic Analysis and Enhanced Situational Awareness
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pp. 2588-2597
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Lubna Eljabu
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Mohammad Etemad
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Stan Matwin
SST: Semantic and Structural Transformers for Hierarchy-aware Language Models in E-commerce
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pp. 838-846
by
Karan Samel
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Houyu Zhang
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Jun Ma
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Haoming Jiang
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Qing Ping
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Sheng Wang
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Yi Xu
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Belinda Zeng
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Trishul Chilimbi
A Scalable Approach to Aligning Natural Language and Knowledge Graph Representations: Batched Information Guided Optimal Transport
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pp. 383-392
by
Alexander Kalinowski
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Deepayan Datta
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Yuan An
Achieving Privacy and Tracing Unauthorised Usage: Anonymisation-based Fingerprinting of Private Data
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pp. 5578-5587
by
Tanja Šarčević
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Rudolf Mayer
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Philipp Adler
Improving Fingerprint Classification Accuracy Using Image Enhancement Deep Learning Models
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pp. 3245-3254
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Nikita Dalvi
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Min Kyung An
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Abm Rezbaul Islam
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Vung Pham
A Robust Classifier under Missing-Not-at-Random Sample Selection Bias
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pp. 1206-1213
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Huy Mai
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Wen Huang
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Wei Du
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Xintao Wu
CTT: Causally Informed Tensor Train Decomposition
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pp. 1180-1187
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Mao-Lin Li
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K Selçuk Candan
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Maria Luisa Sapino
Detecting Semantic Errors in Tables using Textual Evidence
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pp. 292-303
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Minh Pham
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Craig A. Knoblock
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Muhao Chen
Label Freedom: Stable Diffusion for Remote Sensing Image Semantic Segmentation Data Generation
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pp. 1022-1030
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Chenbo Zhao
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Yoshiki Ogawa
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Shenglong Chen
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Zhehui Yang
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Yoshihide Sekimoto
PGAN-KD:Member Privacy Protection of GANs Based on Knowledge Distillation
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pp. 1380-1385
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Tianhan Zhang
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Juan Yu
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Jianmin Han
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Hao Peng
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Sheng Qiu
MixPCD: a novel method of constructing driving cycle for electric bus with sparse data
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pp. 2639-2647
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Xingxing Wang
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Peilin Ye
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Yelin Deng
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Yinnan Yuan
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Yu Zhu
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Hongjun Ni
Humor Level Recognition Based on Prompt Learning and Contrastive Learning
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pp. 1256-1261
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Shaowu Zhang
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Xijun Cui
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Tongyue Zhang
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Hongfei Lin
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Liang Yang
SASTDGCN: Self-Attention Based Spatial-Temporal Double Graph Convolutional Networks for Traffic Flow Forecasting
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pp. 1544-1549
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Jingjia Wan
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Yu Wu
Efficiently Mining Frequent Representative Motifs in Large Collections of Time Series
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pp. 66-75
by
Stijn J. Rotman
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Boris Cule
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Len Feremans
Predicting Linguistically Sophisticated Social Determinants of Health Disparities with Neural Networks: The Case of LGBTQ+ Minority Stress
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pp. 1314-1321
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Cory J. Cascalheira
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Santosh Chapagain
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Ryan E. Flinn
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Yuxuan Zhao
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Soukaina Filali Boubrahimi
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Dannie Klooster
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Alejandra Gonzalez
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Emily M. Lund
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Danica Laprade
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Jillian R. Scheer
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Shah Muhammad Hamdi
Generating Prototypes for Contradiction Detection Using Large Language Models and Linguistic Rules
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pp. 4684-4692
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Maren Pielka
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Svetlana Schmidt
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Rafet Sifa
Transferring Lottery Tickets in Computer Vision Models: a Dynamic Pruning Approach
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pp. 1123-1128
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Qisheng He
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Ming Dong
Learning Pruned Structure and Weights Simultaneously from Scratch: an Attention based Approach
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pp. 1129-1134
by
Qisheng He
,
Weisong Shi
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Ming Dong
Active Data Reconstruction Attacks in Vertical Federated Learning
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pp. 1374-1379
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Minh N. Vu
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Tre’ R. Jeter
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Raed Alharbi
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My T. Thai
On Overcoming HPC Challenges of Trillion-Scale Real-World Graph Datasets
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pp. 215-220
by
Mohsen Koohi Esfahani
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Paolo Boldi
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Hans Vandierendonck
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Peter Kilpatrick
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Sebastiano Vigna
Efficient Missing Value Imputation by Maximum Distance Likelihood
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pp. 331-338
by
Savong Bou
,
Toshiyuki Amagasa
,
Hiroyuki Kitagawa
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Salman Ahmed Shaikh
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Akiyoshi Matono
A Hybrid Corpus based Fine-grained Semantic Alignment Method for Pre-trained Language Model of Ancient Chinese Poetry
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pp. 4794-4801
by
Jie Hong
,
Tingting He
,
Jie Mei
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Ming Dong
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Zheming Zhang
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Xinhui Tu
Interactive Visualization for Smart Power Grid Efficiency and Outage Exploration
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pp. 656-661
by
Dongyun Han
,
Isaac Cho
An Analysis of Combined Data Augmentation in Time Series Prediction Tasks Using Discrete Wavelet Multilevel Decomposition
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pp. 366-371
by
Yuewen Shen
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Xinhao Yang
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Jiayu Zhao
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Ze Li
Interactive Visualization and Portable Image Blending of Massive Aerial Image Mosaics
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pp. 3365-3370
by
Steve Petruzza
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Brian Summa
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Amy Gooch
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Christine M. Laney
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Tristan Goulden
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John Schreiner
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Steven Callahan
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Valerio Pascucci
Mask-cscGAN for realistic synthetic cell generation
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pp. 4575-4583
by
Panagiotis Antoniadis
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Christina Sartzetaki
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Nick Antonopoulos
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Pantelis Papageorgiou
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Aigli Korfiati
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Vassilis Pitsikalis
Subspace Interpolation and Indexing on Stiefel and Grassmann Manifolds as a Lightweight Inference Engine
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pp. 17-26
by
Wenqing Hu
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Tiefeng Jiang
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Birendra Kathariya
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Vikram Abrol
,
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