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Publication search results
found 1,239 matches
- 2025
- Shi Qiang Liu
, Erhan Kozan
, Mahmoud Masoud
, Debiao Li
, Kai Luo
:
Multi-stage mine production timetabling with optimising the sizes of mining operations: an application of parallel-machine flow shop scheduling with lot streaming. Ann. Oper. Res. 348(2): 1-27 (2025) - Cornelius Mutuku Mulevu, George Onyango Okeyo, Joseph Muliaro Wafula:
Data stream mining techniques for real-time monitoring and control of smart power grids in Kenya: challenges and opportunities. Discov. Internet Things 5(1): 51 (2025) - Meng Han, Ruihua Zhang, Feifei He, Fanxing Meng, Chunpeng Li:
An efficient algorithm for high utility sequential pattern mining over data streams based on sliding window model. Intell. Data Anal. 29(3): 673-698 (2025) - Hua Liao:
E-commerce Live-Streaming Platform and Decision Support System Based on Fuzzy Association Rule Mining. Int. J. Comput. Intell. Syst. 18(1): 41 (2025) - Ruihua Zhang, Meng Han, Feifei He, Fanxing Meng, Chunpeng Li:
Damped sliding based mining of average utility-driven sequential patterns over uncertain data streams. Neurocomputing 647: 130669 (2025) - Seungwan Park, Taewoong Ryu, Doyoon Kim, Doyoung Kim, Hanju Kim, Myungha Cho
, Unil Yun
:
Sliding window-based high utility occupancy pattern mining for data streams. Inf. Sci. 716: 122243 (2025) - Waruni Hewage, Roopak Sinha, M. Asif Naeem:
An accuracy-privacy optimization framework considering user's privacy requirements for data stream mining. J. Big Data 12(1): 143 (2025) - Meng Han, Feifei He, Ruihua Zhang, Chunpeng Li, Fanxing Meng:
High utility itemset mining in data stream using elephant herding optimization. Knowl. Inf. Syst. 67(3): 2357-2394 (2025) - John Calvo Martinez, Wayne Wobcke:
Stream mining with integrity constraint learning for event extraction in evolving data streams. Knowl. Inf. Syst. 67(3): 2595-2618 (2025) - Jinping Jia
, Ge Ji, Bin Zhao, Genlin Ji:
Mining converging patterns over streaming trajectories of moving objects in road networks. Knowl. Based Syst. 309: 112883 (2025) - Doyoung Kim, Heonho Kim, Seungwan Park, Hanju Kim, Myungha Cho
, Seongbin Park, Taewoong Ryu, Chanhee Lee, Hyeonmo Kim, Unil Yun:
Efficient mining of incremental high utility patterns with negative unit profits over all the accumulated stream data. Knowl. Based Syst. 325: 113956 (2025) - Yelleti Vivek
, Vadlamani Ravi, P. Radha Krishna:
Online feature subset selection for mining feature streams in big data via incremental learning and evolutionary computation. Swarm Evol. Comput. 94: 101896 (2025) - Jun Wang, Bo Tang, Chao Wang
, Hai Wang, Lei Xue:
A Novel Pulse Stream Representation and Affinity Measurement Strategy for Radar Recognition With Distribution Pattern Mining. IEEE Trans. Instrum. Meas. 74: 1-14 (2025) - Cristiano Mesquita Garcia
, Ramon Abílio
, Alessandro Lameiras Koerich
, Alceu de Souza Britto Jr.
, Jean Paul Barddal
:
Concept Drift Adaptation in Text Stream Mining Settings: A Systematic Review. ACM Trans. Intell. Syst. Technol. 16(2): 27:1-27:67 (2025) - Bijay Prasad Jaysawal
, Jen-Wei Huang
:
SOHUPDS+: An Efficient One-phase Algorithm for Mining High Utility Patterns over a Data Stream. ACM Trans. Knowl. Discov. Data 19(1): 16:1-16:32 (2025) - Myungha Cho
, Hanju Kim, Yoonji Baek, Seungwan Park, Doyoon Kim, Doyoung Kim, Chanhee Lee, Bay Vo
, Witold Pedrycz
, Unil Yun
:
Uncertainty-Driven Pattern Mining on Incremental Data for Stream Analyzing Service. IEEE Trans. Serv. Comput. 18(2): 1081-1096 (2025) - Hanju Kim, Myungha Cho
, Hyeonmo Kim, Yoonji Baek, Chanhee Lee, Taewoong Ryu, Heonho Kim, Seungwan Park
, Doyoon Kim, Doyoung Kim, Sinyoung Kim, Bay Vo
, Jerry Chun-Wei Lin
, Witold Pedrycz
, Unil Yun
:
Uncertainty Oriented-Incremental Erasable Pattern Mining Over Data Streams. IEEE Trans. Syst. Man Cybern. Syst. 55(2): 1451-1465 (2025) - Christian Imenkamp
, Martin Kabierski
, Hendrik Reiter, Matthias Weidlich
, Wilhelm Hasselbring
, Agnes Koschmider
:
Determining Window Sizes Using Species Estimation for Accurate Process Mining over Streams. CAiSE (1) 2025: 109-124 - Christian Imenkamp
, Agnes Koschmider:
Streaming Process Mining over Realistic Event Streams. EMISA 2025: 9 - Kota Nakamura
, Koki Kawabata
, Shungo Tanaka
, Yasuko Matsubara
, Yasushi Sakurai
:
CyberCScope: Mining Skewed Tensor Streams and Online Anomaly Detection in Cybersecurity Systems. WWW (Companion Volume) 2025: 1214-1218 - Afonso Lourenço, João Rodrigo, João Gama, Goreti Marreiros:
DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices. CoRR abs/2502.14011 (2025) - Kota Nakamura, Koki Kawabata, Shungo Tanaka, Yasuko Matsubara, Yasushi Sakurai:
CyberCScope: Mining Skewed Tensor Streams and Online Anomaly Detection in Cybersecurity Systems. CoRR abs/2503.00871 (2025) - 2024
- Christian Nordahl:
Data Stream Mining and Analysis: Clustering Evolving Data. Blekinge Institute of Technology, Sweden, 2024 - Osama A. Mahdi
, Nawfal Ali, Eric Pardede
, Ammar Alazab
, Tahsien Al-Quraishi, Bhagwan Das
:
Roadmap of Concept Drift Adaptation in Data Stream Mining, Years Later. IEEE Access 12: 21129-21146 (2024) - Fábio César Schuartz
, Mauro Fonseca, Anelise Munaretto:
A distributed platform for intrusion detection system using data stream mining in a big data environment. Ann. des Télécommunications 79(7-8): 507-521 (2024) - Ling Jian, Kai Shao, Ying Liu, Jundong Li, Xijun Liang
:
OEC: an online ensemble classifier for mining data streams with noisy labels. Data Min. Knowl. Discov. 38(3): 1101-1124 (2024) - Rafael Gaspar de Sousa, Antonio Carlos Meira Neto, Marcelo Fantinato, Sarajane Marques Peres, Hajo Alexander Reijers
:
Integrated detection and localization of concept drifts in process mining with batch and stream trace clustering support. Data Knowl. Eng. 149: 102253 (2024) - Hanqing Hu, Mehmed M. Kantardzic, Shreyas Kar:
Explainable data stream mining: Why the new models are better. Intell. Decis. Technol. 18(1): 371-385 (2024) - Ponna Mahesh Kumar, P. Srinivasa Rao:
Mining closed high utility itemsets using sliding window infrastructure model over data stream. Int. J. Crit. Infrastructures 20(5): 447-462 (2024) - Meng Han, Shujuan Liu, Zhihui Gao, Dongliang Mu, Ang Li:
Mining Top-K constrained cross-level high-utility itemsets over data streams. Knowl. Inf. Syst. 66(5): 2885-2924 (2024)
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