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- ArticleOctober 2024
RIP-AV: Joint Representative Instance Pre-training with Context Aware Network for Retinal Artery/Vein Segmentation
- Wei Dai,
- Yinghao Yao,
- Hengte Kong,
- Zhen Ji Chen,
- Sheng Wang,
- Qingshi Bai,
- Haojun Sun,
- Yongxin Yang,
- Jianzhong Su
Medical Image Computing and Computer Assisted Intervention – MICCAI 2024Pages 764–774https://doi.org/10.1007/978-3-031-72378-0_71AbstractAccurate deep learning-based segmentation of retinal arteries and veins (A/V) enables improved diagnosis, monitoring, and management of ocular fundus diseases and systemic diseases. However, existing resized and patch-based algorithms face ...
- extended-abstractSeptember 2024
MultiSurf-GPT: Facilitating Context-Aware Reasoning with Large-Scale Language Model Agents for Multimodal Surface Sensing
MobileHCI '24 Adjunct: Adjunct Proceedings of the 26th International Conference on Mobile Human-Computer InteractionArticle No.: 12, Pages 1–6https://doi.org/10.1145/3640471.3680450Surface sensing is widely employed in health diagnostics, manufacturing and safety monitoring. Advances in mobile sensing affords this potential for context awareness in mobile computing, typically with a single sensing modality. Emerging multimodal ...
- demonstrationOctober 2023
Demo of Z-Ring: Context-Aware Subtle Input Using Single-Point Bio-Impedance Sensing
UIST '23 Adjunct: Adjunct Proceedings of the 36th Annual ACM Symposium on User Interface Software and TechnologyArticle No.: 79, Pages 1–3https://doi.org/10.1145/3586182.3615809This paper presents Z-Ring, a novel wearable device that uses radio frequency (RF) based sensing to offer unique capabilities for human-computer interaction, including subtle input, object recognition, user identification, and passive surface ...
- ArticleSeptember 2023
Intent Recognition Using Recurrent Neural Networks on Vital Sign Data: A Machine Learning Approach
AbstractThe growing importance of technology in daily life has led to a focus on making robots think like humans to enhance the integration of humans and robots in Cyber-Physical Systems (CPS). Cognitive science and psychology offer important knowledge ...
- research-articleJanuary 2022
Context Aware Data Synchronization in Ubiquitous Networks: Cognitive Agent Approach
Procedia Computer Science (PROCS), Volume 215, Issue CPages 176–181https://doi.org/10.1016/j.procs.2022.12.020AbstractUbiquitous networks comprise a diverse set of homogeneous or heterogeneous networks to perform ubiquitous computing operations. In the real-time application context, users can access data from any place and at any time by using mobile devices/...
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- ArticleMay 2019
Privacy Enhancing Data Access Control for Ambient Assisted Living
CLOSER 2019: Proceedings of the 9th International Conference on Cloud Computing and Services SciencePages 448–455https://doi.org/10.5220/0007735804480455As private data is key to applications in the field of Ambient Assisted Living, access control has to be in place to regulate data flows within the environment and to preserver the privacy of a user. We present a data access control system based on an ...
- research-articleMarch 2019
CAP: Context-aware App Usage Prediction with Heterogeneous Graph Embedding
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 3, Issue 1Article No.: 4, Pages 1–25https://doi.org/10.1145/3314391Context-aware mobile application (App) usage prediction benefits a variety of applications such as precise bandwidth allocation, App launch acceleration, etc. Prior works have explored this topic through individual data profiles and contextual ...
- short-paperOctober 2018
Towards Multi-Device Context Aware Systems for Elders Well-being
UbiComp '18: Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable ComputersPages 750–753https://doi.org/10.1145/3267305.3267706An increasing number of devices are getting enough computing and storage capacity to adapt their behaviour to the needs and preferences of their users. However, in multi device systems, this will require new techniques allowing several devices to take ...
- demonstrationOctober 2018
AOBAKO: A Testbed for Context-Aware Applications with Physicalizing Virtual Beacons
- Tsubasa Yumura,
- Masatoshi Enomoto,
- Kunio Akashi,
- Futoshi Hirose,
- Tomoya Inoue,
- Satoshi Uda,
- Toshiyuki Miyachi,
- Yasuo Tan,
- Yoichi Shinoda
UbiComp '18: Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable ComputersPages 476–479https://doi.org/10.1145/3267305.3267568In this study, we propose AOBAKO, a testbed for context-aware applications, which focuses on the testing of mobile applications using Bluetooth Low Energy (BLE) for indoor positioning. AOBAKO emulates BLE-beacon communications based on accurate frame-...
- short-paperAugust 2017
User- and analysis-driven context aware software development in mobile computing
ESEC/FSE 2017: Proceedings of the 2017 11th Joint Meeting on Foundations of Software EngineeringPages 1022–1025https://doi.org/10.1145/3106237.3119873Mobile applications may benefit from context awareness since they incur to context changes during their execution and their success depends on the user perceived quality. Context awareness requires context monitoring and system adaptation, these two ...
- articleApril 2017
An Approach of Role Updating in Context-Aware Role Mining
International Journal of Web Services Research (IJWSR-IGI), Volume 14, Issue 2Pages 24–44https://doi.org/10.4018/IJWSR.2017040102With the rapid development of Internet of Things IoT and mobile technologies, the service offerings available in the IoT and mobile environments are increasing dramatically. How to provide intelligent and personalized services for users becomes a ...
- articleJuly 2015
Improving Context Aware Recommendation Performance by Using Social Networks
Journal of Information Technology Research (JITR-IGI), Volume 8, Issue 3Pages 73–87https://doi.org/10.4018/JITR.2015070105Ecommerce systems employ recommender systems to enhance the customer loyalty and hence increasing the cross-selling of products. In collaborative filtering-as the most popular method in recommender systems-an implicit network is formed among all the ...
- articleJuly 2014
Improving Context Aware Recommendation Performance by Using Social Networks
Journal of Information Technology Research (JITR-IGI), Volume 7, Issue 3Pages 1–14https://doi.org/10.4018/jitr.2014070101Ecommerce systems employ recommender systems to enhance the customer loyalty and hence increasing the cross-selling of products. In collaborative filtering—as the most popular method in recommender systems—an implicit network is formed among all the ...
- ArticleJune 2014
Adaptive Architecture to Support Context-Aware Collaborative Networked Virtual Surgical Simulators CNVSS
Proceedings of the 6th International Conference on Virtual, Augmented and Mixed Reality. Applications of Virtual and Augmented Reality - Volume 8526Pages 277–286https://doi.org/10.1007/978-3-319-07464-1_26Stand-alone and networked surgical virtual reality based simulators have been proposed as means to train surgical skills with or without a supervisor nearby the student or trainee. However, surgical skills teaching in medicine schools and hospitals is ...
- ArticleMarch 2014
Optimization of Power-Efficient Vehicular Networks in Rate Adaptation Algorithms
UKSIM '14: Proceedings of the 2014 UKSim-AMSS 16th International Conference on Computer Modelling and SimulationPages 525–530https://doi.org/10.1109/UKSim.2014.116One of the major drawbacks of mobile nodes in wireless networks is power management. Our goal is to propose an adaptive rate adaptation algorithm with the integration of power control scheme that will minimize energy consumption by appropriate ...
- ArticleAugust 2013
ContextOS: A Context Aware Operating System for Mobile Devices
GREENCOM-ITHINGS-CPSCOM '13: Proceedings of the 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social ComputingPages 976–984https://doi.org/10.1109/GreenCom-iThings-CPSCom.2013.168The Operating System (OS) manages the hardware resources of a computer. For an OS, the knowledge about context is valuable information in optimizing its tasks. Recent mobile devices, such as smart-phones and tablets, are providing new avenues in context ...
- articleSeptember 2012
Methodological design and comparative evaluation of a MAS providing AmI
Expert Systems with Applications: An International Journal (EXWA), Volume 39, Issue 12Pages 10656–10673https://doi.org/10.1016/j.eswa.2012.02.170Researches on Ambient Intelligent and Ubiquitous Computing using wireless technologies have increased in the last years. In this work, we review several scenarios to define a multi-agent architecture that support the information needs of these new ...
- articleDecember 2011
QuesTInSitu: From tests to routes for assessment in situ activities
Computers & Education (CEDN), Volume 57, Issue 4Pages 2517–2534https://doi.org/10.1016/j.compedu.2011.06.020Test-based assessment tools are mostly focused on the use of computers. However, advanced Information and Communication Technologies, such as handheld devices, opens up the possibilities of creating new assessment scenarios, increasing the teachers' ...
- ArticleJuly 2011
Implementation of Ubiquitous Learning System Using Sensor Technologies
T4E '11: Proceedings of the 2011 IEEE International Conference on Technology for EducationPages 142–148https://doi.org/10.1109/T4E.2011.30Electronic learning(e-learning) is used to access the learning content using desktop computers. But the limitation with e-learning is its immobility. Mobile learning(mlearning) is an advanced stage of e-learning where in the learner is equipped with ...
- ArticleMay 2011
Context Aware Middleware Services for Disconnection Tolerant Mobile Applications
CNSR '11: Proceedings of the 2011 Ninth Annual Communication Networks and Services Research ConferencePages 145–152https://doi.org/10.1109/CNSR.2011.29To provide effective mobile services in spite of network disruption, context aware middleware services on mobile devices and application servers can provide services for continuation of applications, by managing mobile services, network connection, ...