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SIGKDD Explor.
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1999
2023
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Publications
volume 25, number 1, 2023
Adaku Uchendu
,
Thai Le
,
Dongwon Lee
Attribution and Obfuscation of Neural Text Authorship: A Data Mining Perspective.
SIGKDD Explor.
25 (1) (2023)
Ruixiang Tang
,
Qizhang Feng
,
Ninghao Liu
,
Fan Yang
,
Xia Hu
Did You Train on My Dataset? Towards Public Dataset Protection with CleanLabel Backdoor Watermarking.
SIGKDD Explor.
25 (1) (2023)
Martin Q. Ma
,
Yue Zhao
,
Xiaorong Zhang
,
Leman Akoglu
The Need for Unsupervised Outlier Model Selection: A Review and Evaluation of Internal Evaluation Strategies.
SIGKDD Explor.
25 (1) (2023)
Zhimeng Jiang
,
Kaixiong Zhou
,
Mi Zhang
,
Rui Chen
,
Xia Hu
,
Soo-Hyun Choi
Adaptive RiskAware Bidding with Budget Constraint in Display Advertising.
SIGKDD Explor.
25 (1) (2023)
Erich Schubert
Stop using the elbow criterion for k-means and how to choose the number of clusters instead.
SIGKDD Explor.
25 (1) (2023)
Dongqi Fu
,
Wenxuan Bao
,
Ross Maciejewski
,
Hanghang Tong
,
Jingrui He
Privacy-Preserving Graph Machine Learning from Data to Computation: A Survey.
SIGKDD Explor.
25 (1) (2023)
volume 24, number 1, 2022
Juan José del Coz
,
Pablo González
,
Alejandro Moreo
,
Fabrizio Sebastiani
Report on the 1st International Workshop on Learning to Quantify (LQ 2021).
SIGKDD Explor.
24 (1) (2022)
Alexandra Zytek
,
Ignacio Arnaldo
,
Dongyu Liu
,
Laure Berti-Équille
,
Kalyan Veeramachaneni
The Need for Interpretable Features: Motivation and Taxonomy.
SIGKDD Explor.
24 (1) (2022)
Sihem Amer-Yahia
,
Angela Bonifati
,
Cécile Favre
,
Élisa Fromont
,
Nicolas Labroche
,
Guy Melançon
,
Florence Sèdes
,
Arnaud Soulet
,
Alexandre Termier
Diversity and Inclusion Activities in EGC - A 2022 Report.
SIGKDD Explor.
24 (1) (2022)
Reuben Moyo
,
Stanley Ndevbu
,
Michael Zimba
,
Martin Dybdal
,
Maria Maistro
,
Benjamin Balder Bach
Report on the Malawi Data Science Bootcamp 2021.
SIGKDD Explor.
24 (1) (2022)
Zhiqiang Hu
,
Roy Ka-Wei Lee
,
Charu C. Aggarwal
,
Aston Zhang
Text Style Transfer: A Review and Experimental Evaluation.
SIGKDD Explor.
24 (1) (2022)
volume 24, number 2, 2022
Alexis Bondu
,
Youssef Achenchabe
,
Albert Bifet
,
Fabrice Clérot
,
Antoine Cornuéjols
,
João Gama
,
Georges Hébrail
,
Vincent Lemaire
,
Pierre-Francois Marteau
Open challenges for Machine Learning based Early Decision-Making research.
SIGKDD Explor.
24 (2) (2022)
Jefrey Lijffijt
,
Dimitra Gkorou
,
Pieter Van Hertum
,
Alexander Ypma
,
Mykola Pechenizkiy
,
Joaquin Vanschoren
Introduction to the Special Section on AI in Manufacturing: Current Trends and Challenges.
SIGKDD Explor.
24 (2) (2022)
Jay Xu
,
Jian Pei
,
Zicun Cong
Finding Multidimensional Simpson's Paradox.
SIGKDD Explor.
24 (2) (2022)
Nils Brockmann
,
Edward Elson Kosasih
,
Alexandra Brintrup
Supply Chain Link Prediction on Uncertain Knowledge Graph.
SIGKDD Explor.
24 (2) (2022)
Jack D. Saunders
,
Alex Alves Freitas
Evaluating the Predictive Performance of Positive- Unlabelled Classifiers: a brief critical review and practical recommendations for improvement.
SIGKDD Explor.
24 (2) (2022)
Sunanda Gamage
,
Benjamin Klopper
,
Jagath Samarabandu
Experiences with Contrastive Predictive Coding in Industrial Time-Series Classification.
SIGKDD Explor.
24 (2) (2022)
Charu C. Aggarwal
An Interview with Dr. Charu Aggarwal, Winner of ACM SIGKDD 2022 Service Award.
SIGKDD Explor.
24 (2) (2022)
Maria Lua Nunes
,
Marília Barandas
,
Hugo Gamboa
,
Filipe Soares
Acoustic Structural Integrity Assessment of Ceramics using Supervised Machine Learning and Uncertainty-Based Rejection.
SIGKDD Explor.
24 (2) (2022)
Zhong Li
,
Matthijs van Leeuwen
Feature Selection for Fault Detection and Prediction based on Event Log Analysis.
SIGKDD Explor.
24 (2) (2022)
Kaize Ding
,
Zhe Xu
,
Hanghang Tong
,
Huan Liu
Data Augmentation for Deep Graph Learning: A Survey.
SIGKDD Explor.
24 (2) (2022)
Xingbo Fu
,
Binchi Zhang
,
Yushun Dong
,
Chen Chen
,
Jundong Li
Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications.
SIGKDD Explor.
24 (2) (2022)
Zhiwei (Tony) Qin
,
Liangjie Hong
,
Rui Song
,
Hongtu Zhu
,
Mohammed Korayem
,
Haiyan Luo
,
Michael I. Jordan
KDD 2022 Workshop on Decision Intelligence and Analytics for Online Marketplaces: Jobs, Ridesharing, Retail, and Beyond.
SIGKDD Explor.
24 (2) (2022)
Apostolos Giannoulidis
,
Anastasios Gounaris
,
Nikodimos Nikolaidis
,
Athanasios Naskos
,
Daniel Caljouw
Investigating thresholding techniques in a real predictive maintenance scenario.
SIGKDD Explor.
24 (2) (2022)
Huan Liu
An Interview with Dr. Huan Liu, Winner of ACM SIGKDD 2022 Innovation Award.
SIGKDD Explor.
24 (2) (2022)
volume 23, number 1, 2021
Toon Calders
,
Eirini Ntoutsi
,
Mykola Pechenizkiy
,
Bodo Rosenhahn
,
Salvatore Ruggieri
Introduction to The Special Section on Bias and Fairness in AI.
SIGKDD Explor.
23 (1) (2021)
Pieter Delobelle
,
Paul Temple
,
Gilles Perrouin
,
Benoît Frénay
,
Patrick Heymans
,
Bettina Berendt
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning.
SIGKDD Explor.
23 (1) (2021)
Hemank Lamba
,
Kit T. Rodolfa
,
Rayid Ghani
An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings.
SIGKDD Explor.
23 (1) (2021)
Cora van Leeuwen
,
Annelien Smets
,
An Jacobs
,
Pieter Ballon
Blind Spots in AI: the Role of Serendipity and Equity in Algorithm-Based Decision-Making.
SIGKDD Explor.
23 (1) (2021)
Fan Yang
,
Ninghao Liu
,
Mengnan Du
,
Xia Hu
Generative Counterfactuals for Neural Networks via Attribute-Informed Perturbation.
SIGKDD Explor.
23 (1) (2021)
Dietmar Hübner
Two Kinds of Discrimination in AI-Based Penal Decision-Making.
SIGKDD Explor.
23 (1) (2021)
Karima Makhlouf
,
Sami Zhioua
,
Catuscia Palamidessi
On the Applicability of Machine Learning Fairness Notions.
SIGKDD Explor.
23 (1) (2021)
Ninghao Liu
,
Mengnan Du
,
Ruocheng Guo
,
Huan Liu
,
Xia Hu
Adversarial Attacks and Defenses: An Interpretation Perspective.
SIGKDD Explor.
23 (1) (2021)
Tim Draws
,
Nava Tintarev
,
Ujwal Gadiraju
Assessing Viewpoint Diversity in Search Results Using Ranking Fairness Metrics.
SIGKDD Explor.
23 (1) (2021)
Eduard Fosch-Villaronga
,
Adam Poulsen
,
Roger Andre Søraa
,
B. H. M. Custers
Gendering algorithms in social media.
SIGKDD Explor.
23 (1) (2021)
volume 23, number 2, 2021
Debmalya Mandal
,
Sourav Medya
,
Brian Uzzi
,
Charu Aggarwal
MetaLearning with Graph Neural Networks: Methods and Applications.
SIGKDD Explor.
23 (2) (2021)
Teng Guo
,
Linhong Li
,
Dongyu Zhang
,
Feng Xia
Surf or sleep?: Understanding the influence of bedtime patterns on campus.
SIGKDD Explor.
23 (2) (2021)
Shipeng Yu
An Interview with Dr. Shipeng Yu, Winner of ACM SIGKDD 2021 Service Award.
SIGKDD Explor.
23 (2) (2021)
volume 22, number 1, 2020
Wenjun Zhou
,
Taposh Dutta Roy
,
Iryna Skrypnyk
The KDD Cup 2019 Report.
SIGKDD Explor.
22 (1) (2020)
Charu Aggarwal
An Interview with Dr. Charu Aggarwal, SIGKDD Innovation Award Winner.
SIGKDD Explor.
22 (1) (2020)
Raha Moraffah
,
Mansooreh Karami
,
Ruocheng Guo
,
Adrienne Raglin
,
Huan Liu
Causal Interpretability for Machine Learning - Problems, Methods and Evaluation.
SIGKDD Explor.
22 (1) (2020)
Emre Eftelioglu
,
Shashi Shekhar
,
James Hudson
,
Lucas Joppa
,
Chaitanya K. Baru
,
Vandana P. Janeja
Data Science for Earth: An Earth Day Report.
SIGKDD Explor.
22 (1) (2020)
volume 22, number 2, 2020
Hamid Motahari
,
Nigel P. Duffy
,
Paul Bennett
,
Tania Bedrax-Weiss
A Report on the First Workshop on Document Intelligence (DI) at NeurIPS 2019.
SIGKDD Explor.
22 (2) (2020)
Wei Jin
,
Yaxin Li
,
Han Xu
,
Yiqi Wang
,
Shuiwang Ji
,
Charu Aggarwal
,
Jiliang Tang
Adversarial Attacks and Defenses on Graphs.
SIGKDD Explor.
22 (2) (2020)
Rajesh Gupta
,
Yan Liu
KDD 2020 Highlights.
SIGKDD Explor.
22 (2) (2020)
Yi-Wei Chen
,
Qingquan Song
,
Xia Hu
Techniques for Automated Machine Learning.
SIGKDD Explor.
22 (2) (2020)
Thorsten Joachims
An Interview with Dr. Thorsten Joachims, Winner of ACM SIGKDD 2020 Innovation Award.
SIGKDD Explor.
22 (2) (2020)
Hua Wei
,
Guanjie Zheng
,
Vikash V. Gayah
,
Zhenhui Li
Recent Advances in Reinforcement Learning for Traffic Signal Control: A Survey of Models and Evaluation.
SIGKDD Explor.
22 (2) (2020)
Michael Zeller
An Interview with Dr. Michael Zeller, Winner of ACM SIGKDD 2020 Service Award.
SIGKDD Explor.
22 (2) (2020)
volume 21, number 2, 2019
Sorour E. Amiri
,
Anika Tabassum
,
E. Thomas Ewing
,
B. Aditya Prakash
Tracking and analyzing dynamics of news-cycles during global pandemics: a historical perspective.
SIGKDD Explor.
21 (2) (2019)