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VID-WIN: Fast video event matching with query-aware windowing at the edge for the internet of multimedia things
(Institute of Electrical and Electronics Engineers (IEEE), 2021-04-23)
Efficient video processing is a critical component in many IoMT applications to detect events of interest. Presently, many window optimization techniques have been proposed in event processing with an underlying assumption ...
TinyML benchmark: Executing fully connected neural networks on commodity microcontrollers
(National University of Ireland Galway, 2021-06-20)
Recent advancements in the field of ultra-low-power
machine learning (TinyML) promises to unlock an entirely new
class of edge applications. However, continued progress is restrained by the lack of benchmarking Machine ...
SRAM optimized porting and execution of machine learning classifiers on MCU-based IoT devices: Demo abstract
(Association for Computing Machinery (ACM), 2021-05-19)
With the introduction of edge analytics, IoT devices are becoming smarter and ready for AI applications. However, any increase in the training data results in a linear increase in the space complexity of the trained Machine ...
NUIG at TIAD 2021: Cross-lingual word embeddings for translation inference
(2021-09-01)
Inducing new translation pairs across dictionaries is an important task that facilitates processing and maintaining lexicographical data. This paper describes our submissions to the Translation Inference Across Dictionaries ...
Query-driven video event processing for the internet of multimedia things
(VLDB Endowment, 2021-08)
Advances in Deep Neural Network (DNN) techniques have revolutionized video analytics and unlocked the potential for querying
and mining video event patterns. This paper details GNOSIS, an
event processing platform to ...
Do city dashboards make sense? Conceptualising user experiences and challenges in using city dashboards. A case study
(Association for Computing Machinery (ACM), 2021-06-09)
City dashboards present information about a city to a broad audience with some thought given as to how some of these audiences might understand the information. However, little research has looked at how ’citizens’ make ...
Is downloading this App consistent with my values? Conceptualizing a value-centered privacy assistant
(Springer, Cham, 2021-08-25)
Digital privacy notices aim to provide users with information to make informed
decisions. They are, however, fraught with difficulties. Instead, I propose that data privacy decisions can be understood as an expression of ...
End-to-end tracing and congestion in a blockchain: A supply chain use case in hyperledger fabric
(IGI Global, 2021)
Modern supply chain applications are complex systems that play an important role in many different sectors. Supply chain management systems are implemented to handle increasing complexity and flows of goods. However, most ...
Cross-lingual sentence embedding using multi-task learning
(Association for Computational Linguistics, 2021-11-07)
Multilingual sentence embeddings capture rich semantic information not only for measuring similarity between texts but also for catering to a broad range of downstream cross-lingual NLP tasks. State-of-the-art multilingual ...
Findings of the LoResMT 2021 shared task on COVID and sign language for low-resource languages
(Association for Machine Translation in the Americas, 2021-08)
We present the findings of the LoResMT 2021 shared task which focuses on machine translation (MT) of COVID-19 data for both low-resource spoken and sign languages. The organization of this task was conducted as part of the ...