The 1st International Workshop on Complex Heterogeneous Data Mining (CHDM-2023)

INTRODUCTION

Various application domains such as scientific data mining, precision medicine, talent intelligence, communication networks naturally generate complex heterogeneous data. These heterogeneous data are typically multi-modal, graph structure and dynamic. In this big data era, effectively mining from such data is becoming more and more important. The 1st International Workshop on Complex Heterogeneous Data Mining (CHDM) aims to provide a forum for researchers from academia and industry to exchange ideas, techniques and application scenarios in complex heterogeneous data mining as well as discuss open challenges and identify new research directions in the area. It aims to integrate techniques from various areas into solving problems in complex heterogeneous data mining by focusing on research topics such as machine learning techniques for complex heterogeneous data and AI techniques for complex heterogeneous data. The proposed workshop well matches the interests of ICDM 2023. It is closely related to a number of research tracks in ICDM 2023 on the topics of mining from heterogeneous data sources, deep learning and statistical methods for data mining, foundations, algorithms, models and theory of data mining. The workshop is also expected to spark discussions on novel technique paradigms and application scenarios for complex heterogeneous data mining. Besides regular research papers, we also welcome vision papers, demonstration papers and papers with industry showcase from various applications.

CALL FOR PAPER

We cordially request the submission of research papers on a regular basis, (max 8 pages plus 2 extra pages), including all content and references. The submissions must be in PDF format, and must adhere to the new Standard IEEE Conference Proceedings Template.

Submitted papers will undergo an evaluation based on their originality, technical quality, potential impact, insightfulness, depth, clarity, and reproducibility. In light of the practical nature of this workshop, we strongly encourage authors to submit their demonstrations, which will also be subject to evaluation during the review process.

All papers must be submitted through the Cyberchair system.

Continuing the unique tradition of ICDM, all workshop papers that are accepted will be published in the dedicated ICDM proceedings by the IEEE Computer Society Press.

We will be awarding this thrilling best paper award, announced in our closing remarks:

● Best Paper Award: [The exact amount may be subject to changes since we are still defining them.]

Organizers

Yang Yang

Nanjing University of Science and Technology

Long Yuan

Nanjing University of Science and Technology

Wenjie Zhang

University of New South Wales Australia

Weili Guo

Nanjing University of Science and Technology