ICMLC 2027 will be held in Shenzhen, China on February 26-March 01, 2027. The ICMLC 2027 organizing committees invite you to submit the papers to special session. Each special session will be arranged for around 2 hours on Feb. 27 or 28's afternoon. Now the information on special session as following:

Topic: Intelligent Perception and Pattern Recognition for Smart Sensing Applications

Organizers | 组织者

 

Intelligent sensing systems increasingly rely on heterogeneous and multidimensional sensor data to perceive, interpret, and respond to complex environments. Extracting reliable and meaningful patterns from such data remains challenging due to noise, variability, temporal dynamics, limited labels, and differences across sensors and operating conditions.
This Special Session aims to bring together researchers working at the intersection of machine learning, pattern recognition, and intelligent sensing. We welcome methodological and application-oriented studies on learning from sensor data, including representation learning, multisensor and multimodal data analysis, temporal and sequential modeling, robust learning, domain adaptation, and learning under limited supervision.
The session seeks to highlight advances that improve the accuracy, robustness, adaptability, and interpretability of intelligent sensing systems across applications such as industrial monitoring, environmental sensing, human-centered sensing, healthcare, robotics, and machine olfaction. By connecting advances in machine learning with real-world sensing challenges, this Special Session aims to foster interdisciplinary discussion and collaboration between the machine learning and sensing communities.

The scopes as following:
• Machine learning and deep learning for intelligent sensing and pattern recognition
• Representation learning for heterogeneous and multidimensional sensor data
• Multisensor and multimodal data analysis and sensor fusion
• Temporal and sequential modeling for dynamic sensing data
• Domain adaptation, transfer learning, and learning with limited labels
• Robust, adaptive, and interpretable intelligent sensing
• Applications in industrial monitoring, environmental sensing, healthcare, robotics, human-centered sensing, and machine olfaction

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Welcome to submit more proposal on ICMLC 2027 special session, please download:
 Proposals Submission Guidelines.

Learn more details or submit the proposal, please contact us:
Ms. Doris Ge
Email: icmlc@vip.126.com
Tel: +86-13709044746