Nirvana Meratnia

Orcid: 0000-0002-8379-770X

Affiliations:
  • University of Twente, Enschede, Netherlands


According to our database1, Nirvana Meratnia authored at least 127 papers between 2002 and 2024.

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Bibliography

2024
Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels.
ACM Trans. Intell. Syst. Technol., April, 2024

EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters.
CoRR, 2024

Evaluating How Explainable AI Is Perceived in the Medical Domain: A Human-Centered Quantitative Study of XAI in Chest X-Ray Diagnostics.
Proceedings of the Trustworthy Artificial Intelligence for Healthcare, 2024

Communication-Efficient Federated Learning Through Adaptive Weight Clustering And Server-Side Distillation.
Proceedings of the IEEE International Conference on Acoustics, 2024

FedCode: Communication-Efficient Federated Learning via Transferring Codebooks.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2024

Analysis of TSN Time-Aware Shapers Using Schedule Abstraction Graphs.
Proceedings of the 36th Euromicro Conference on Real-Time Systems, 2024

2023
Mini-Batch Alignment: A Deep-Learning Model for Domain Factor-Independent Feature Extraction for Wi-Fi-CSI Data.
Sensors, December, 2023

Use of Domain Labels during Pre-Training for Domain-Independent WiFi-CSI Gesture Recognition.
Sensors, November, 2023

A Codeword-Independent Localization Technique for Reconfigurable Intelligent Surface Enhanced Environments Using Adversarial Learning.
Sensors, January, 2023

Modeling Multivariate Relations in Multiblock Semiconductor Manufacturing Data Using Process PLS To Enhance Process Understanding.
Proceedings of the Winter Simulation Conference, 2023

Exception Analysis of Running Complex and Computation-intensive Deep Learning Models.
Proceedings of the 10th International Conference on Wireless Networks and Mobile Communications, 2023

On efficacy of Meta-Learning for Domain Generalization in Speech Emotion Recognition.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

26 GHz OFDM and 77 GHz FMCW Radar Dataset for Domain Shift Invariant Blockage Prediction.
Proceedings of the 3rd IEEE International Symposium on Joint Communications & Sensing, 2023

ESCEPE: Early-Exit Network Section-Wise Model Compression Using Self-distillation and Weight Clustering.
Proceedings of the 6th International Workshop on Edge Systems, Analytics and Networking, 2023

2022
Selfish Behavior in IEEE 802.11ah Networks: A Detection Algorithm and Mitigation Strategies.
Sensors, 2022

Federated Learning with Noisy Labels.
CoRR, 2022

BlockLearning: A Modular Framework for Blockchain-Based Vertical Federated Learning.
Proceedings of the Ubiquitous Security - Second International Conference, 2022

Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Insights on Mini-Batch Alignment for WiFi-CSI Data Domain Factor Independent Feature Extraction.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Performance Evaluation of Wi-Fi HaLow, NB-IoT and LoRa for Smart City Applications.
Proceedings of the 19th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, 2022

A Geometric Deep Learning Framework for Accurate Indoor Localization.
Proceedings of the 12th IEEE International Conference on Indoor Positioning and Indoor Navigation, 2022

Intelligent Blockage Recognition using Cellular mmWave Beamforming Data: Feasibility Study.
Proceedings of the IEEE Global Communications Conference, 2022

2021
A Domain-Independent Generative Adversarial Network for Activity Recognition Using WiFi CSI Data.
Sensors, 2021

Threat Modeling - How to Visualize Attacks on IOTA?
Sensors, 2021

Comparing Apples and Oranges in IoT Context: A Deep Dive Into Methods for Comparing IoT Platforms.
IEEE Internet Things J., 2021

Predictive discarding of wafers based on power leakage predictions from single layer misalignment data.
Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021

2020
Millimeter Wave Sensing: A Review of Application Pipelines and Building Blocks.
CoRR, 2020

iMAC: Implicit Message Authentication Code for IoT Devices.
Proceedings of the 6th IEEE World Forum on Internet of Things, 2020

Speaker Counting Model based on Transfer Learning from SincNet Bottleneck Layer.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

Entropy as a Service: A Lightweight Random Number Generator for Decentralized IoT Applications.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

2019
Horsing Around - A Dataset Comprising Horse Movement.
Data, 2019

Dataset: Horse Movement Data and Analysis of its Potential for Activity Recognition.
Proceedings of the 2nd Workshop on Data Acquisition To Analysis, 2019

Synchronization between Sensors and Cameras in Movement Data Labeling Frameworks.
Proceedings of the 2nd Workshop on Data Acquisition To Analysis, 2019

Dataset: Channel state information for different activities, participants and days.
Proceedings of the 2nd Workshop on Data Acquisition To Analysis, 2019

Channel State Information (CSI) analysis for Predictive Maintenance using Convolutional Neural Network (CNN).
Proceedings of the 2nd Workshop on Data Acquisition To Analysis, 2019

Privacy-aware environmental sound classification for indoor human activity recognition.
Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

An Asynchronous Dual Radio Opportunistic Beacon Network Protocol for Wildlife Monitoring System.
Proceedings of the 10th IFIP International Conference on New Technologies, 2019

Localization and classification of overlapping sound events based on spectrogram-keypoint using acoustic-sensor-network data.
Proceedings of the 2019 IEEE International Conference on Internet of Things and Intelligence System, 2019

Unsupervised learning of wildlife behaviour for activity-driven opportunistic beacon networks.
Proceedings of the 13th International Conference on Sensing Technology, 2019

An Agent-Based Process Mining Architecture for Emergent Behavior Analysis.
Proceedings of the 23rd IEEE International Enterprise Distributed Object Computing Workshop, 2019

2018
Towards an Online Seizure Advisory System - An Adaptive Seizure Prediction Framework Using Active Learning Heuristics.
Sensors, 2018

Coalition Formation Based Compressive Sensing in Wireless Sensor Networks.
Sensors, 2018

Poaching Detection Technologies - A Survey.
Sensors, 2018

Robust Sensor-Orientation-Independent Feature Selection for Animal Activity Recognition on Collar Tags.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Leveraging BLE and LoRa in IoT network for wildlife monitoring system (WMS).
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

SomBe: Self-Organizing Map for Unstructured and Non-Coordinated iBeacon Constellations.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications, 2018

Towards a New Opportunistic IoT Network Architecture for Wildlife Monitoring System.
Proceedings of the 9th IFIP International Conference on New Technologies, 2018

MANER: Managed Data Dissemination Scheme for LoRa IoT Enabled Wildlife Monitoring System (WMS).
Proceedings of the 9th IFIP International Conference on New Technologies, 2018

Unsupervised Deep Feature Learning to Reduce the Collection of Fingerprints for Indoor Localization Using Deep Belief Networks.
Proceedings of the 2018 International Conference on Indoor Positioning and Indoor Navigation, 2018

2017
Can wireless sensor networks be emotional? A survey of computational models of emotions and their applications for wireless sensor networks.
Int. J. Ad Hoc Ubiquitous Comput., 2017

DiNAMAC: A disruption tolerant, reinforcement learning-based Mac protocol for implantable body sensor networks.
Proceedings of the 2017 IEEE SmartWorld, 2017

An aggregation and visualization technique for crowd-sourced continuous monitoring of transport infrastructures.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

RoVi: Continuous transport infrastructure monitoring framework for preventive maintenance.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications, 2017

Compressive sensing based data collection in wireless sensor networks.
Proceedings of the 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2017

MobiBone: An energy-efficient and adaptive network protocol to support short rendezvous between static and mobile wireless sensor nodes.
Proceedings of the 2017 International Conference on Computing, 2017

Generic online animal activity recognition on collar tags.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

In-Pipe Wireless Communication for Underground Sampling and Testing.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Potential of Wake-Up Radio-Based MAC Protocols for Implantable Body Sensor Networks (IBSN) - A Survey.
Sensors, 2016

Enhancing User Comfort in Demand Response Solutions for Water Heaters: User-Centric Hot Water Management.
Proceedings of the Smart Cities, Green Technologies, and Intelligent Transport Systems, 2016

Enhancing User Comfort Models for Demand Response Solutions for Domestic Water Heating Systems.
Proceedings of the SMARTGREENS 2016, 2016

SpinSafe: An unsupervised smartphone-based wheelchair path monitoring system.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016

Peak load reduction of multiple water heaters: Respecting consumer comfort and money savings.
Proceedings of the 2016 IEEE Online Conference on Green Communications, 2016

HAMA: A Herd-Movement Adaptive MAC Protocol for Wireless Sensor Networks.
Proceedings of the 8th IFIP International Conference on New Technologies, 2016

Load shifting of domestic water heaters under double price tariffs: Bringing together money savings and comfort.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2016

A hierarchical scheme for balancing user comfort and electricity consumption of tank water heaters.
Proceedings of the 2016 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2016

HACMAC: A reliable human activity-based medium access control for implantable body sensor networks.
Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016

2015
OPS: Opportunistic pipeline scheduling in long-strip wireless sensor networks with unreliable links.
Wirel. Networks, 2015

Proteus II: Design and Evaluation of an Integrated Power-Efficient Underwater Sensor Node.
Int. J. Distributed Sens. Networks, 2015

An Ad-Hoc Opportunistic Dissemination Protocol for Smartphone-Based Participatory Traffic Monitoring.
Proceedings of the IEEE 82nd Vehicular Technology Conference, 2015

Protecting Informative Messages over Burst Error Channels in Chain-based Wireless Sensor Networks.
Proceedings of the SENSORNETS 2015, 2015

Implantable body sensor network MAC protocols using wake-up radio - Evaluation in animal tissue.
Proceedings of the 9th International Symposium on Medical Information and Communication Technology, 2015

Reducing user discomfort in direct load control of domestic water heaters.
Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015

A smartphone based method to enhance road pavement anomaly detection by analyzing the driver behavior.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

Towards Implantable Body Sensor Networks - Performance of MICS Band Radio Communication in Animal Tissue.
Proceedings of the 10th EAI International Conference on Body Area Networks, 2015

Analysis of Indoor Rowing Motion using Wearable Inertial Sensors.
Proceedings of the 10th EAI International Conference on Body Area Networks, 2015

2014
Reuse of pervasive system architectures.
EAI Endorsed Trans. Ubiquitous Environ., 2014

Underwater Acoustic Wireless Sensor Networks: Advances and Future Trends in Physical, MAC and Routing Layers.
Sensors, 2014

Experiments with aLS-Coop-Loc cooperative combined localization and time-synchronization.
Proceedings of the 12th International Symposium on Modeling and Optimization in Mobile, 2014

Evaluation of MAC Protocols with Wake-up Radio for Implantable Body Sensor Networks.
Proceedings of the International Conference on Selected Topics in Mobile and Wireless Networking, 2014

Energy-efficient on-node signal processing for vibration monitoring.
Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014

A hierarchical hidden semi-Markov model for modeling mobility data.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

aLS-Coop-Loc: cooperative combined localization and time-synchronization in underwater acoustic networks.
Proceedings of the 4th ACM SIGBED International Workshop on Design, 2014

2013
Sensing Solutions for Collecting Spatio-Temporal Data for Wildlife Monitoring Applications: A Review.
Sensors, 2013

Simplified Scheduling for Underwater Acoustic Networks.
J. Networks, 2013

Distributed online outlier detection in wireless sensor networks using ellipsoidal support vector machine.
Ad Hoc Networks, 2013

Recognition of Periodic Behavioral Patterns from Streaming Mobility Data.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2013

A reliable and energy-efficient chain-cluster based routing protocol for Wireless Sensor Networks.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

An energy-efficient adaptive sampling scheme for wireless sensor networks.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Finding frequently visited paths: Dealing with the uncertainty of spatio-temporal mobility data.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Evaluation of incentives for body area network-based healthcare systems.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

A Trust-based Probabilistic Coverage Algorithm for Wireless Sensor Networks.
Proceedings of the 4th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2013) and the 3rd International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH), 2013

A Distributed Compressive Sensing Technique for Data Gathering in Wireless Sensor Networks.
Proceedings of the 4th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2013) and the 3rd International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH), 2013

On the use of mobility data for discovery and description of social ties.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
Underwater Sensor Networks: A New Energy Efficient and Robust Architecture.
Sensors, 2012

Use of wireless sensor networks for distributed event detection in disaster management applications.
Int. J. Space Based Situated Comput., 2012

Statistics-based outlier detection for wireless sensor networks.
Int. J. Geogr. Inf. Sci., 2012

A Decentralized Quality Aware Adaptive Sampling Strategy in Wireless Sensor Networks.
Proceedings of the 9th International Conference on Ubiquitous Intelligence and Computing and 9th International Conference on Autonomic and Trusted Computing, 2012

Analysis of the impact of data correlation on adaptive sampling in Wireless Sensor Networks.
Proceedings of the Ninth International Conference on Networked Sensing, 2012

MDS-Mac: A Scheduled MAC for Localization, Time-Synchronisation and Communication in Underwater Acoustic Networks.
Proceedings of the 15th IEEE International Conference on Computational Science and Engineering, 2012

An Error Control Scheme for Delay Constrained Data Communication in a Chain-Based Wireless Sensor Network.
Proceedings of the 2012 Seventh International Conference on Broadband, 2012

2011
How Wireless Sensor Networks Can Benefit from Brain Emotional Learning Based Intelligent Controller (BELBIC).
Proceedings of the 2nd International Conference on Ambient Systems, 2011

A directional data dissemination protocol for vehicular environments.
Comput. Commun., 2011

Scheduled MAC in beacon overlay networks for underwater localization and time-synchronization.
Proceedings of the Sixth ACM International Workshop on Underwater Networks, 2011

Impact analysis of different scheduling and retransmission techniques on an underwater routing protocol.
Proceedings of the Sixth ACM International Workshop on Underwater Networks, 2011

MAC Scheduling in Large-scale Underwater Acoustic Networks.
Proceedings of the WINSYS 2011, 2011

Online Activity Matching using Wireless Sensor Nodes.
Proceedings of the PECCS 2011, 2011

Optimization Problems in Wireless Sensor Networks.
Proceedings of the International Conference on Complex, 2011

A Set of Simplified Scheduling Constraints for Underwater Acoustic MAC Scheduling.
Proceedings of the 25th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2011

2010
Sensor Networks in the Low Lands.
Sensors, 2010

Ensuring high sensor data quality through use of online outlier detection techniques.
Int. J. Sens. Networks, 2010

Outlier Detection Techniques for Wireless Sensor Networks: A Survey.
IEEE Commun. Surv. Tutorials, 2010

Fast alarm broadcasting in critical event monitoring using wireless sensor networks.
Proceedings of the 8th International Conference on Embedded Networked Sensor Systems, 2010

Distributed Event Detection in Wireless Sensor Networks for Disaster Management.
Proceedings of the 2nd International Conference on Intelligent Networking and Collaborative Systems, 2010

2009
Sensor fusion-based event detection in Wireless Sensor Networks.
Proceedings of the 6th Annual International Conference on Mobile and Ubiquitous Systems: Computing, 2009

Use of AI Techniques for Residential Fire Detection in Wireless Sensor Networks.
Proceedings of the Workshops of the 5th IFIP Conference on Artificial Intelligence Applications & Innovations (AIAI-2009), 2009

Hyperellipsoidal SVM-Based Outlier Detection Technique for Geosensor Networks.
Proceedings of the GeoSensor Networks, Third International Conference, 2009

Adaptive and Online One-Class Support Vector Machine-Based Outlier Detection Techniques for Wireless Sensor Networks.
Proceedings of the 23rd International Conference on Advanced Information Networking and Applications, 2009

2008
A distributed and self-organizing scheduling algorithm for energy-efficient data aggregation in wireless sensor networks.
ACM Trans. Sens. Networks, 2008

Game Development Framework Based Upon Sensors and Actuators.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008 Workshops, 2008

2007
Decentralized enterprise systems: a multiplatform wireless sensor network approach.
IEEE Wirel. Commun., 2007

Sensing Motion Using Spectral and Spatial Analysis of WLAN RSSI.
Proceedings of the Smart Sensing and Context, 2007

SensorScheme: Supply chain management automation using Wireless Sensor Networks.
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2007

2006
WLAN location sharing through a privacy observant architecture.
Proceedings of the First International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2006), 2006

2005
Quality-Aware Resource Management for Wireless Sensor Networks.
Proceedings of the Principles of Distributed Systems, 9th International Conference, 2005

2004
Spatiotemporal Compression Techniques for Moving Point Objects.
Proceedings of the Advances in Database Technology, 2004

2003
Trajectory representation in location-based services: problems & solution.
Proceedings of the 4th International Conference on Web Information Systems Engineering Workshops, 2003

2002
Aggregation and comparison of trajectories.
Proceedings of the ACM-GIS 2002, 2002


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