Program for stream Big Data in Complex Systems

TA-29: Big Data I
Stream: Big Data in Complex Systems
Room: C118
Chair(s): Hiroyuki Kawano

• Towards a Scalable Anomaly Detection with Pseudo-Optimal Hyperparameters
  Jellis Vanhoeyveld, David Martens
• A New Bi-level C-GRASP Method to Solve Large-Scale Nonlinear Global Optimization Problems
  João Lauro Faco', Ricardo Silva, Mauricio Resende
• Privacy-Preserving Data Mining Algorithms for Distributed Database
  Hiroyuki Kawano

TB-29: Big Data II
Stream: Big Data in Complex Systems
Room: C118
Chair(s): Jiping Xing

• Combining Mobile Phone OD Data and Mobile Internet Usage Data to Analyse the Spatio-temporal Variations in Travel Demand in Different Time Periods
  Jiping Xing, Ronghui Liu, Charisma Choudhury , Zhiyuan Liu
• MaSU : An Information Based Technique for Visualizing the Properties of Your Data
  Tal Sheldon, Alon Patelsky, Gail Gilboa Freedman
• Analysis of Tabular Data based on Graph Neural Network
  Seungyeon Lee, Minyoung Park, Dohyun (Norman) Kim

TC-29: Big Data III
Stream: Big Data in Complex Systems
Room: C118
Chair(s): Yanou Ramon

• Influential Node Detection Based on Graph Neural Networks
  Eunji Jo, Sang Yong Lee, Dohyun (Norman) Kim
• A Study on the Prediction of Apartment Price Based on Artificial Intelligence
  Sungho Park, Kangbae Lee, Doo-hwan Kim, SANGHA SUNG, JIHWAN BAEK
• Comparative study of instance-level explanations for big, sparse data
  Yanou Ramon, David Martens