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ICDM 2024

A*

IEEE International Conference on Data Mining

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238
accepted papers
996
authors
December 9-12, 2024
dates
UAE
location

238 / 238 papers

  1. 1
    A Bayesian Hierarchical Model for Orthogonal Tucker Decomposition with Oblivious Tensor Compression
    Matthew Pietrosanu
    ,
    Bei Jiang
    ,
    Linglong Kong
  2. 2
    A Comparative Analysis of User-Generated Content Across Gaming Platforms Using Deep Learning-Based Topic Modeling
    Robert B. Gommerman
    ,
    Eiji Motohashi
  3. 3
    A Data-Driven Approach for Ancillary Bundle Recommendation to Segmented Users
    Aakash Swami
    ,
    Narendhar Gugulothu
    ,
    Tirumala V
    ,
    Sanjay Bhat
  4. 4
    A Deep Learning Based Cloud Imputation Framework
    Harshitaa Yarramsetti
    ,
    Kritika Javali
    ,
    Mukund Logasundar
    ,
    Richard Li
    ,
    Ranga Raju Vatsavai
  5. 5
    A Learned Approach to Index Algorithm Selection
    Chaohong Ma
    ,
    Xiaohui Yu
    ,
    Yifan Li
    ,
    Aishan Maoliniyazi
    ,
    Xiaofeng Meng
  6. 6
    A Momentum Contrastive Learning Framework for Query-POI Matching
    Yuting Qiang
    ,
    Jianbing Zheng
    ,
    Lixia Wu
    ,
    Haomin Wen
    ,
    Junhong Lou
    ,
    Minhui Deng
  7. 7
    A New Approach Towards Identification of Individuals Belonging to Different Subpopulations Using Machine Learning Models and CLC Data
    Malgorzata Charytanowicz
    ,
    Kajetan Perzanowski
    ,
    Maciej Januszczak
    ,
    Aleksandra Woloszyn-Galeza
    ,
    Maria Sobczuk
    ,
    Piotr Kulczycki
  8. 8
    A New Index for Computer Science Conferences and Its Applications: The S-Index
    Sharareh Alipour
    ,
    Sobhan Ebrahimi
  9. 9
    A Novel Shadow Variable Catcher for Addressing Selection Bias in Recommendation Systems
    Qingfeng Chen
    ,
    Boquan Wei
    ,
    Debo Cheng
    ,
    Jiuyong Li
    ,
    Lin Liu
    ,
    Shichao Zhang
  10. 10
    A Parameter Update Balancing Algorithm for Multi-task Ranking Models in Recommendation Systems
    Jun Yuan
    ,
    Guohao Cai
    ,
    Zhenghua Dong
  11. 11
    A Silent Voice: A Bilingual Longitudinal Analysis of Mahsa Amini's Movement Tweet
    Sadegh Jafari
    ,
    Mahsa Farsouni Nezhad
    ,
    Melika Nobakhtian
    ,
    Arash Chaichi Mellatshahi
    ,
    Amirmohammad Kazemeini
  12. 12
    Accessible Health Screening Using Body Fat Estimation by Image Segmentation
    Zhipeng Yin
    ,
    Sameeksha Agarwal
    ,
    Ayesha Kashif
    ,
    Matthew Gonzalez
    ,
    Zichong Wang
    ,
    Suqing Liu
    ,
    Zhen Liu
    ,
    Yanzhao Wu
    ,
    Ian Stockwell
    ,
    Weifeng Xu
    ,
    Puqing Jiang
    ,
    Xingyu Zhang
    ,
    Wenbin Zhang
  13. 13
    Accurate and Fast Estimation of Temporal Motifs Using Path Sampling
    Yunjie Pan
    ,
    Omkar Bhalerao
    ,
    C. Seshadhri
    ,
    Nishil Talati
  14. 14
    Adaptable and Reliable Text Classification using Large Language Models
    Zhiqiang Wang
    ,
    Yiran Pang
    ,
    Yanbin Lin
    ,
    Xingquan Zhu
  15. 15
    Adaptive Graph Neural Networks for Cold-Start Multimedia Recommendation
    Zhen Li
    ,
    Jibin Wang
    ,
    Zhuo Chen
    ,
    Kun Wu
    ,
    Yuanzhen Wei
    ,
    Hai Huang
  16. 16
    Adaptive Loss-aware Modulation for Multimedia Retrieval
    Jian Zhu
    ,
    Yu Cui
    ,
    Lei Liu
    ,
    Zeyi Sun
    ,
    Yuyang Dai
    ,
    Xi Wang
    ,
    Cheng Luo
    ,
    Li-Rong Dai
  17. 17
    Adaptive Process-Guided Learning: An Application in Predicting Lake DO Concentrations
    Runlong Yu
    ,
    Chonghao Qiu
    ,
    Robert Ladwig
    ,
    Paul C. Hanson
    ,
    Yiqun Xie
    ,
    Yanhua Li
    ,
    Xiaowei Jia
  18. 18
    Addressing Delayed Feedback in Conversion Rate Prediction: A Domain Adaptation Approach
    Leisheng Yu
    ,
    Yanxiao Cai
    ,
    Lucas Chen
    ,
    Minxing Zhang
    ,
    Wei-Yen Day
    ,
    Li Li
    ,
    Rui Chen
    ,
    Soo-Hyun Choi
    ,
    Xia Hu
  19. 19
    ADOD: Adaptive Density Outlier Detection
    Li Qian
    ,
    Jing Qian
    ,
    Xin Sun
    ,
    Wengang Guo
    ,
    Christian Böhm
  20. 20
    Align Along Time and Space: A Graph Latent Diffusion Model for Traffic Dynamics Prediction
    Yuhang Liu
    ,
    Yingxue Zhang
    ,
    Xin Zhang
    ,
    Yu Yang
    ,
    Yiqun Xie
    ,
    Sahar Ghanipoor Machiani
    ,
    Yanhua Li
    ,
    Jun Luo
  21. 21
    Amatriciana: Exploiting Temporal GNNs for Robust and Efficient Money Laundering Detection
    Marco Di Gennaro
    ,
    Francesco Panebianco
    ,
    Marco Pianta
    ,
    Stefano Zanero
    ,
    Michele Carminati
  22. 22
    An Adaptive Method Stabilizing Activations for Enhanced Generalization
    Hyunseok Seung
    ,
    Jaewoo Lee
    ,
    Hyunsuk Ko
  23. 23
    An Efficient Graph Autoencoder with Lightweight Desmoothing Decoder and Long-Range Modeling
    Jinyong Wen
    ,
    Tao Zhang
    ,
    Chunxia Zhang
    ,
    Shiming Xiang
    ,
    Chunhong Pan
  24. 24
    An Explainable Recommender System by Integrating Graph Neural Networks and User Reviews
    Sahar Batmani
    ,
    Parham Moradi
    ,
    Narges Heidari
    ,
    Mahdi Jalili
  25. 25
    Anomaly Detection and Interpretation from Tabular Data Using Transformer Architecture
    Hajar Homayouni
    ,
    Hamed Aghayarzadeh
    ,
    Indrakshi Ray
    ,
    Hossein Shirazi
  26. 26
    Anomaly Detection in Financial Data Using GA-Optimized MLP Models
    Ivan P. Malashin
    ,
    Igor S. Masich
    ,
    Aleksei S. Borodulin
    ,
    Vladimir Viktorovich Bukhtoyarov
    ,
    Vladimir A. Nelyub
    ,
    Vadim Tynchenko
  27. 27
    AnomalyLLM: Few-Shot Anomaly Edge Detection for Dynamic Graphs Using Large Language Models
    Shuo Liu
    ,
    Di Yao
    ,
    Lanting Fang
    ,
    Zhetao Li
    ,
    Wenbin Li
    ,
    Kaiyu Feng
    ,
    Xiaowen Ji
    ,
    Jingping Bi
  28. 28
    APOLLO: Differential Private Online Multi-Sensor Data Prediction with Certified Performance
    Honghui Xu
    ,
    Wei Li
    ,
    Shaoen Wu
    ,
    Liang Zhao
    ,
    Zhipeng Cai
  29. 29
    Automated Detection and Quantitative Assessment of Extranodal Extension in Lymph Node Breast Tumors Using Dual-Tier Deep Learning and Density-Based Contour Algorithms
    Zhichao Yu
    ,
    Simon James Fong
    ,
    Liming Zhang
    ,
    Tengyue Li
    ,
    Xin Zhang
  30. 30
    Automating Maritime Risk Data Collection and Identification Leveraging Large Language Models
    Donghao Huang
    ,
    Xiuju Fu
    ,
    Xiaofeng Yin
    ,
    Haibo Pen
    ,
    Zhaoxia Wang
  31. 31
    Bengali Cyberbullying: Detection, Categorization, and Gender Bias Analysis
    Md. Mithun Hossain
    ,
    Md Shakil Hossain
    ,
    Sudipto Chaki
    ,
    Md. Saifur Rahman
    ,
    Mohammad Ali Moni
  32. 32
    Beyond Overall Accuracy: Exploring Per-Class Performance Reveals Robustness and Safety Gaps in Deep Models
    Kamil Szyc
    ,
    Tomasz Walkowiak
    ,
    Henryk Maciejewski
  33. 33
    Bi-Level User Modeling for Deep Recommenders
    Yejing Wang
    ,
    Dong Xu
    ,
    Xiangyu Zhao
    ,
    Zhiren Mao
    ,
    Peng Xiang
    ,
    Ling Yan
    ,
    Yao Hu
    ,
    Zijian Zhang
    ,
    Xuetao Wei
    ,
    Qidong Liu
  34. 34
    BiTSA: Leveraging Time Series Foundation Model for Building Energy Analytics
    Xiachong Lin
    ,
    Arian Prabowo
    ,
    Imran Razzak
    ,
    Hao Xue
    ,
    Matthew Amos
    ,
    Sam Behrens
    ,
    Flora D. Salim
  35. 35
    ByteScience: Bridging Unstructured Scientific Literature and Structured Data with Auto Fine-tuned Large Language Model in Token Granularity
    Tong Xie
    ,
    Hanzhi Zhang
    ,
    Shaozhou Wang
    ,
    Yuwei Wan
    ,
    Imran Razzak
    ,
    Chunyu Kit
    ,
    Wenjie Zhang
    ,
    Bram Hoex
  36. 36
    CAKD: A Correlation-Aware Knowledge Distillation Framework Based on Decoupling Kullback-Leibler Divergence
    Zao Zhang
    ,
    Huaming Chen
    ,
    Pei Ning
    ,
    Nan Yang
    ,
    Dong Yuan
  37. 37
    CardioNetFusion: A Deep Learning and Explainable AI Integrated System for Cardiovascular Disease Detection
    Gunasekaran Raja
    ,
    Selvam Essaky
    ,
    Surya Raj Muthu
    ,
    Babith Sarish Suresh
    ,
    Jaehyuk Cho
    ,
    Seohyun Yoo
    ,
    Sathishkumar Veerappampalayam Easwaramoorthy
  38. 38
    Care-by-Design: Enhancing Customer Experience through Empathetic AI Chatbots
    Kadhim Hayawi
    ,
    Sakib Shahriar
  39. 39
    Cascading Multimodal Feature Enhanced Contrast Learning for Music Recommendation
    Qimeng Yang
    ,
    Shijia Wang
    ,
    Da Guo
    ,
    Dongjin Yu
    ,
    Qiang Xiao
    ,
    Dongjing Wang
    ,
    Chuanjiang Luo
  40. 40
    Changing Lineup Classifier Ensemble for Drifting Imbalanced Data Streams
    Weronika Wegier
    ,
    Maciej Maczynski
    ,
    Michal Wozniak
  41. 41
    Channel-Attentive Graph Neural Networks
    Tugrul Hasan Karabulut
    ,
    Inci M. Baytas
  42. 42
    ChronoCTI: Mining Knowledge Graph of Temporal Relations Among Cyberattack Actions
    Rayhanur Rahman
    ,
    Brandon Wroblewski
    ,
    Quinn Matthews
    ,
    Brantley Morgan
    ,
    Timothy Menzies
    ,
    Laurie A. Williams
  43. 43
    CL4CO: A Curriculum Training Framework for Graph-Based Neural Combinatorial Optimization
    Yang Liu
    ,
    Chuan Zhou
    ,
    Peng Zhang
    ,
    Zhao Li
    ,
    Shuai Zhang
    ,
    Xixun Lin
    ,
    Xindong Wu
  44. 44
    Classification of Recurrent Concepts with Metafeature-based Model Selection
    Joanna Komorniczak
    ,
    Pawel Ksieniewicz
  45. 45
    Combining Active Learning and Self-Labeling for Deep Learning from Data Streams
    Jan Wasilewski
    ,
    Michal Wozniak
    ,
    Bartosz Krawczyk
  46. 46
    Combining Self-Supervision and Privileged Information for Representation Learning from Tabular Data
    Haoyu Yang
    ,
    Michael S. Steinbach
    ,
    Genevieve B. Melton
    ,
    Vipin Kumar
    ,
    György J. Simon
  47. 47
    Comprehensive Sentiment Analysis of Polish Book Reviews Using Large and Small Language Models
    Agnieszka Karlinska
    ,
    Piotr Milkowski
    ,
    Paulina Czwordon-Lis
    ,
    Bartlomiej Koptyra
    ,
    Jan Kocon
  48. 48
    Constructing $\epsilon$-Constrained Sparsified $\beta{s}$-Complexes using Space Partitioning Trees
    Rohit P. Singh
    ,
    Philip A. Wilsey
  49. 49
    Context-Aware Offensive Meme Detection: A Multi-Modal Zero-Shot Approach with Caption-Enhanced Classification
    Faseela Abdullakutty
    ,
    Somaya Al-Máadeed
    ,
    Usman Naseem
  50. 50
    Continuous Exact Explanations of Neural Networks
    Alice Dethise
    ,
    Marco Canini