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- research-articleJune 2024
Towards a Task-agnostic Distillation Methodology for Creating Edge Foundation Models
EdgeFM '24: Proceedings of the Workshop on Edge and Mobile Foundation ModelsJune 2024, Pages 10–15https://doi.org/10.1145/3662006.3662061In recent years, AI has undergone significant changes. Firstly, there is a growing recognition of the need to deploy inference models based on Deep Neural Networks (DNNs) on edge devices. Secondly, there is an increasing demand for low-energy inferencing ...
- short-paperOctober 2023
Knowledge-driven Analytics and Systems Impacting Human Quality of Life- Neurosymbolic AI, Explainable AI and Beyond
CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge ManagementOctober 2023, Pages 5296–5299https://doi.org/10.1145/3583780.3615300The management of knowledge-driven artificial intelligence technologies is essential in order to evaluate their impact on human life and society. Social networks and tech use can have a negative impact on us physically, emotionally, socially and ...
- research-articleMay 2023
TinyML Techniques for running Machine Learning models on Edge Devices
AIMLSystems '22: Proceedings of the Second International Conference on AI-ML SystemsOctober 2022, Article No.: 27, Pages 1–2https://doi.org/10.1145/3564121.3564812Resource-constrained platforms such as micro-controllers are the workhorses in embedded systems, being deployed to capture data from sensors and send the collected data to cloud for processing. Recently, a great interest is seen in the research ...
- abstractOctober 2021
Human-Centric Analytics and Systems Impacting Quality of Life: ECG Analytics and Beyond
CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge ManagementOctober 2021, Pages 4884–4885https://doi.org/10.1145/3459637.3482033With the proliferation of Internet of Things (IoT), sensor technologies and advancement in the analytics systems mainly in the form of deep learning algorithms, the long quest for developing human-centric applications like automated disease diagnosis, ...
- abstractOctober 2020
On the Knowledge-Driven Analytics and Systems Impacting Human Quality of Life
CIKM '20: Proceedings of the 29th ACM International Conference on Information & Knowledge ManagementOctober 2020, Pages 3539–3540https://doi.org/10.1145/3340531.3414077The present scenario of Covid-19 pandemic has disrupted the human life to a larger extent. In such context, human-centric applications and systems that endeavor to positively impact the human quality of life is of utmost importance. Knowledge-driven ...
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- abstractNovember 2019
Knowledge-Driven Analytics and Systems Impacting Human Quality of Life
CIKM '19: Proceedings of the 28th ACM International Conference on Information and Knowledge ManagementNovember 2019, Pages 2989–2990https://doi.org/10.1145/3357384.3358799The advent of artificial intelligence (AI), Internet of Things (IoT), powerful computational hardwares like graphics processing units, affordable sensing devices like smart bands, wearables, smartphones pave ways for large number of useful and ...
- research-articleApril 2018
Effective Noise Removal and Unified Model of Hybrid Feature Space Optimization for Automated Cardiac Anomaly Detection Using Phonocardiogarm Signals
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)Apr 2018, Pages 866–870https://doi.org/10.1109/ICASSP.2018.8461765In this paper, we present completely automated cardiac anomaly detection for remote screening of cardio-vascular abnormality using Phonocardiogram (PCG) or heart sound signal. Even though PCG contains significant and vital cardiac health information and ...
- research-articleOctober 2017
Smart cardiac health management in IoT through heart sound signal analytics and robust noise filtering
2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)Oct 2017, Pages 1–5https://doi.org/10.1109/PIMRC.2017.8292659Heart sound or Phonocardiogram (PCG) is one of the fundamental markers of cardiac health. With the promise of Internet of Things (IoT) and advent of wearable-captured PCG signal, automated analysis of PCG signal plays vital role in remote and mobile ...
- demonstrationNovember 2016
3S: Sensing Sensor Signal: Demo Abstract
SenSys '16: Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems CD-ROMNovember 2016, Pages 302–303https://doi.org/10.1145/2994551.2996533Detection of normal and anomalous events from sensor signal is a key necessity in today's smart world. Here, we propose a novel mechanism to classify normal and anomalous phenomena by using self-learning of signal, i.e., by discovering its pattern. This ...
- research-articleJune 2016
iCarMa: Inexpensive Cardiac Arrhythmia Management -- An IoT Healthcare Analytics Solution
IoT of Health '16: Proceedings of the First Workshop on IoT-enabled Healthcare and Wellness Technologies and SystemsJune 2016, Pages 3–8https://doi.org/10.1145/2933566.2933567Ubiquity of smartphones with array of inbuilt sensors, pave ways to inexpensive mobile-health systems, particularly for cardio-vascular health monitoring. Smartphones, wearable sensors, and body area sensors play an important role as a part of Internet ...
- research-articleMarch 2016
Heart-trend: An affordable heart condition monitoring system exploiting morphological pattern
2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)Pages 6260–6264https://doi.org/10.1109/ICASSP.2016.7472881In this paper we leverage the power of smartphone to enable proactive in-house heart condition monitoring. We introduce Heart-Trend, a nonparametric model to analyze and detect heart abnormality conditions like arrhythmia from photoplethysmogram (PPG) ...
- demonstrationNovember 2015
Demo: IAS: Information Analytics for Sensors
SenSys '15: Proceedings of the 13th ACM Conference on Embedded Networked Sensor SystemsNovember 2015, Pages 469–470https://doi.org/10.1145/2809695.2817858Sensors are one of the primary building blocks of IoT. Owing to close proximity of physical world, sensors often collect sensitive information. Invariably, sensor data has rich information content. Here we propose a novel solution IAS: Information ...
- ArticleApril 2015
IoT Data Compression: Sensor-Agnostic Approach
DCC '15: Proceedings of the 2015 Data Compression ConferenceApril 2015, Pages 303–312https://doi.org/10.1109/DCC.2015.66Management of bulk sensor data is one of the challenging problems in the development of Internet of Things (IoT) applications. High volume of sensor data induces for optimal implementation of appropriate sensor data compression technique to deal with ...
- ArticleMarch 2015
LESS: Lightweight Establishment of Secure Session: A Cross-Layer Approach Using CoAP and DTLS-PSK Channel Encryption
WAINA '15: Proceedings of the 2015 IEEE 29th International Conference on Advanced Information Networking and Applications WorkshopsMarch 2015, Pages 682–687https://doi.org/10.1109/WAINA.2015.52Secure yet lightweight protocol for communication over the Internet is a pertinent problem for constrained environments in the context of Internet of Things (IoT) / Machine to Machine (M2M) applications. This paper extends the initial approaches ...
- research-articleNovember 2014
SPA: smart meter privacy analyzer: demo abstract
BuildSys '14: Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient BuildingsNovember 2014, Pages 192–193https://doi.org/10.1145/2674061.2675029Smart meter data, invites intended or unintended malicious and potentially dangerous privacy breaching activities, like activity detection of the habitants though it has high potential to facilitate innumerable utilities. Here, we propose a novel ...
- research-articleSeptember 2013
Lightweight security scheme for vehicle tracking system using CoAP
ASPI '13: Proceedings of the International Workshop on Adaptive SecuritySeptember 2013, Article No.: 3, Pages 1–8https://doi.org/10.1145/2523501.2523504In this paper we present a lightweight security scheme for authentication and key management to establish a secure channel for Intelligent Transportation System (ITS) for an IoT (Internet of Things) application. We choose Constrained Application ...
- research-articleAugust 2012
Negotiation-based privacy preservation scheme in internet of things platform
SecurIT '12: Proceedings of the First International Conference on Security of Internet of ThingsAugust 2012, Pages 75–84https://doi.org/10.1145/2490428.2490439Internet of things (IoT) brings forth a coupling among diverse sensors and diverse domains of applications and services. Sensors primarily provide the sensed observations, which are utilized by various applications and services. Applications are meant ...
- ArticleApril 2012
Connect with Your Friends and Share Private Information Safely
ITNG '12: Proceedings of the 2012 Ninth International Conference on Information Technology - New GenerationsApril 2012, Pages 367–372https://doi.org/10.1109/ITNG.2012.92With the advent of ubiquitous computing and social networking, we often attempt to connect to friend of friends (multi-hop friends) and share private information. However, without explicitly being convinced about the trustworthiness of the entire ...
- ArticleJune 2011
A secure privacy preserved data aggregation scheme in non hierarchical networks
ICCSA'11: Proceedings of the 2011 international conference on Computational science and its applications - Volume Part IVJune 2007, Pages 436–451Privacy is an important issue in today's context of extreme penetration of Internet and mobile technologies. Recently, large-scale data collection and integration efforts increased privacy concerns. It becomes very challenging to ensure the protection ...
- ArticleJanuary 2011
A Mechanism for Detection of Cooperative Black Hole Attack in Mobile Ad Hoc Networks
ISMS '11: Proceedings of the 2011 Second International Conference on Intelligent Systems, Modelling and SimulationJanuary 2011, Pages 338–343https://doi.org/10.1109/ISMS.2011.58A mobile ad hoc network (MANET) is a collection of autonomous nodes that communicate with each other by forming a multi-hop radio network and maintaining connections in a decentralized manner. Security remains a major challenge for these networks due to ...