Avleen Kaur Malhi

According to our database, Avleen Kaur Malhi authored at least 61 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Annotate and retrieve in vivo images using hybrid self-organizing map.

Parminder Kaur, Avleen Malhi, Husanbir Singh Pannu

Vis. Comput., August, 2024

An Ensemble Machine Learning Method Highlights Possible Parkinson's Disease Genes and Accessing Performance of Re-sampling Techniques.

Priya Arora, Ashutosh Mishra, Avleen Malhi

SN Comput. Sci., June, 2024

Sentiment analysis of linguistic cues to assist medical image classification.

Parminder Kaur, Avleen Kaur Malhi, Husanbir Singh Pannu

Multim. Tools Appl., March, 2024

Real-time Twitter data sentiment analysis to predict the recession in the UK using Graph Neural Networks.

Avleen Malhi, Mohammad Naiseh, Kunal Jangra

Proceedings of the International Wireless Communications and Mobile Computing, 2024

py_ciu_image: A Python Library for Explaining Image Classification with Contextual Importance and Utility.

Kary Främling, Ioan-Vlad Apopei, Gustav Grund Pihlgren, Avleen Malhi

Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2024

2023

N-semble-based method for identifying Parkinson's disease genes.

Priya Arora, Ashutosh Mishra, Avleen Malhi

Neural Comput. Appl., November, 2023

Detection and diabetic retinopathy grading using digital retinal images.

Avleen Malhi, Reaya Grewal, Husanbir Singh Pannu

Int. J. Intell. Robotics Appl., June, 2023

A Comprehensive Security Architecture for Information Management throughout the Lifecycle of IoT Products.

Narges Yousefnezhad, Avleen Malhi, Tuomas Keyriläinen, Kary Främling

Sensors, March, 2023

Citizen participation: crowd-sensed sustainable indoor location services.

Ioannis Nasios, Konstantinos Vogklis, Avleen Malhi, Anastasia Vayona, Panos Chatziadam, Vasilis Katos

CoRR, 2023

An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-Box Predictions for Medical Datasets.

Avleen Malhi, Kary Främling

Proceedings of the Explainable Artificial Intelligence, 2023

Understanding Unsupervised Learning Explanations Using Contextual Importance and Utility.

Avleen Malhi, Vlad Apopei, Kary Främling

Proceedings of the Explainable Artificial Intelligence, 2023

IoT Open Messaging Standards: Performance Comparison with MQTT and CoAP Protocols.

Avleen Malhi, Asad Javed, Narges Yousefnezhad, Kary Främling

Proceedings of the 10th International Conference on Future Internet of Things and Cloud, 2023

2022

Machine learning Ensemble for the Parkinson's disease using protein sequences.

Priya Arora, Ashutosh Mishra, Avleen Malhi

Multim. Tools Appl., 2022

Hybrid SOM based cross-modal retrieval exploiting Hebbian learning.

Parminder Kaur, Avleen Kaur Malhi, Husanbir Singh Pannu

Knowl. Based Syst., 2022

Explainable information retrieval using deep learning for medical images.

Apoorva Singh, Husanbir Singh Pannu, Avleen Malhi

Comput. Sci. Inf. Syst., 2022

Open Platform for Rapid Prototyping of Smart Environment Applications.

Avleen Malhi, Vlad Apopei

Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

Smartphone Based Grape Leaf Disease Diagnosis and Remedial System Assisted with Explanations.

Avleen Malhi, Vlad Apopei, Manik Madhikermi, Mandeep, Kary Främling

Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2022

2021

Automated IoT Device Identification Based on Full Packet Information Using Real-Time Network Traffic.

Narges Yousefnezhad, Avleen Malhi, Kary Främling

Sensors, 2021

An efficient ANFIS based pre-harvest ripeness estimation technique for fruits.

Shubhdeep Kaur, Sukhchandan Randhawa, Avleen Malhi

Multim. Tools Appl., 2021

Explainable Artificial Intelligence for Human Decision Support System in the Medical Domain.

Samanta Knapic, Avleen Malhi, Rohit Saluja, Kary Främling

Mach. Learn. Knowl. Extr., 2021

A Correlation Based Recommendation System for Large Data Sets.

Divya Pandove, Avleen Malhi

J. Grid Comput., 2021

Comparative analysis on cross-modal information retrieval: A review.

Parminder Kaur, Husanbir Singh Pannu, Avleen Kaur Malhi

Comput. Sci. Rev., 2021

Towards a Rigorous Evaluation of Explainability for Multivariate Time Series.

Rohit Saluja, Avleen Malhi, Samanta Knapic, Kary Främling, Cicek Cavdar

CoRR, 2021

A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks: Li-Ion Batteries Case-Study.

Matti Huotari, Shashank Arora, Avleen Malhi, Kary Främling

CoRR, 2021

Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts.

Matti Huotari, Shashank Arora, Avleen Malhi, Kary Främling

Appl. Soft Comput., 2021

One-to-Many Negotiation QoE Management Mechanism for End-User Satisfaction.

Amro Najjar, Yazan Mualla, Kamal Deep Singh, Gauthier Picard, Davide Calvaresi, Avleen Malhi, Stéphane Galland, Kary Främling

IEEE Access, 2021

Online Product Advertisement Prediction and Explanation in Large-scale Social Networks.

Avleen Malhi, Manik Madhikermi, Yaman Maharjan, Kary Främling

Proceedings of the Eighth International Conference on Social Network Analysis, 2021

Air Handling Unit Explainability Using Contextual Importance and Utility.

Avleen Malhi, Manik Madhikermi, Matti Huotari, Kary Främling

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking and Services, 2021

Context-specific sampling method for contextual explanations.

Manik Madhikermi, Avleen Malhi, Kary Främling

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

Building Safer Autonomous Agents by Leveraging Risky Driving Behavior Knowledge.

Ashish Rana, Avleen Malhi

Proceedings of the International Conference on Communications, 2021

Comparison of Contextual Importance and Utility with LIME and Shapley Values.

Kary Främling, Marcus Westberg, Martin Jullum, Manik Madhikermi, Avleen Malhi

Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2021

ciu.image: An R Package for Explaining Image Classification with Contextual Importance and Utility.

Kary Främling, Samanta Knapic, Avleen Malhi

Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2021

2020

Aspect-based sentiment analysis using deep networks and stochastic optimization.

Ravindra Kumar, Husanbir Singh Pannu, Avleen Kaur Malhi

Neural Comput. Appl., 2020

Deep learning based image classification for intestinal hemorrhage.

Husanbir Singh Pannu, Sahil Ahuja, Nitin Dang, Sahil Soni, Avleen Kaur Malhi

Multim. Tools Appl., 2020

Security in product lifecycle of IoT devices: A survey.

Narges Yousefnezhad, Avleen Malhi, Kary Främling

J. Netw. Comput. Appl., 2020

Security of vehicular ad-hoc networks: A comprehensive survey.

Avleen Kaur Malhi, Shalini Batra, Husanbir Singh Pannu

Comput. Secur., 2020

Scalable IoT Platform for Heterogeneous Devices in Smart Environments.

Asad Javed, Avleen Malhi, Tuomas Kinnunen, Kary Främling

IEEE Access, 2020

bIoTope: Building an IoT Open Innovation Ecosystem for Smart Cities.

Asad Javed, Sylvain Kubler, Avleen Malhi, Antti Nurminen, Jérémy Robert, Kary Främling

IEEE Access, 2020

Edge Computing-based Fault-Tolerant Framework: A Case Study on Vehicular Networks.

Asad Javed, Avleen Malhi, Kary Främling

Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

A Clean Air Journey Planner for pedestrians using high resolution near real time air quality data.

Antti Nurminen, Avleen Malhi, Lasse Johansson, Kary Främling

Proceedings of the 16th International Conference on Intelligent Environments, 2020

Product Lifecycle Information Management with Digital Twin: A Case Study.

Narges Yousefnezhad, Avleen Malhi, Tuomas Kinnunen, Matti Huotari, Kary Främling

Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020

An OAuth-based Authentication Mechanism for Open Messaging Interface Standard.

Hitesh Chander Monga, Tuomas Kinnunen, Avleen Malhi, Asad Javed, Kary Främling

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Deep learning-based explainable target classification for synthetic aperture radar images.

Mandeep, Husanbir Singh Pannu, Avleen Kaur Malhi

Proceedings of the 13th International Conference on Human System Interaction, 2020

Green Thumb Engineering: Artificial intelligence for managing IoT enabled houseplants.

Antti Nurminen, Avleen Malhi

Proceedings of the IEEE Global Conference on Artificial Intelligence and Internet of Things, 2020

Explainable Agents for Less Bias in Human-Agent Decision Making.

Avleen Malhi, Samanta Knapic, Kary Främling

Proceedings of the Explainable, Transparent Autonomous Agents and Multi-Agent Systems, 2020

2019

An Efficient Privacy Preserving Authentication Scheme for Vehicular Communications.

Avleen Kaur Malhi, Shalini Batra, Husanbir Singh Pannu

Wirel. Pers. Commun., 2019

Multi-objective particle swarm optimization-based adaptive neuro-fuzzy inference system for benzene monitoring.

Husanbir Singh Pannu, Dilbag Singh, Avleen Kaur Malhi

Neural Comput. Appl., 2019

Plant disease recognition using fractional-order Zernike moments and SVM classifier.

Parminder Kaur, Husanbir Singh Pannu, Avleen Kaur Malhi

Neural Comput. Appl., 2019

Multimedia blog volume prediction using adaptive neuro fuzzy inference system and evolutionary algorithms.

Harsurinder Kaur, Husanbir Singh Pannu, Avleen Kaur Malhi

Multim. Tools Appl., 2019

A Systematic Review on Imbalanced Data Challenges in Machine Learning: Applications and Solutions.

Harsurinder Kaur, Husanbir Singh Pannu, Avleen Kaur Malhi

ACM Comput. Surv., 2019

Comprehensive Study of Continuous Orthogonal Moments - A Systematic Review.

Parminder Kaur, Husanbir Singh Pannu, Avleen Kaur Malhi

ACM Comput. Surv., 2019

Agent-based Business Process Orchestration for IoT.

Timotheus Kampik, Avleen Kaur Malhi, Kary Främling

Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

Exploring Numerical Calculations with CalcNet.

Ashish Rana, Avleen Kaur Malhi, Kary Främling

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Explaining Machine Learning-Based Classifications of In-Vivo Gastral Images.

Avleen Kaur Malhi, Timotheus Kampik, Husanbir Singh Pannu, Manik Madhikermi, Kary Främling

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Explainable Artificial Intelligence Based Heat Recycler Fault Detection in Air Handling Unit.

Manik Madhikermi, Avleen Kaur Malhi, Kary Främling

Proceedings of the Explainable, Transparent Autonomous Agents and Multi-Agent Systems, 2019

2018

Ensemble Classifier to Enhance Computer Aided Diagnosis of Parkinson Disease.

Harkawalpreet Kaur, Avleen Kaur Malhi

Proceedings of the 9th International Conference on Computing, 2018

2017

Fuzzy-based trust prediction for effective coordination in vehicular ad hoc networks.

Avleen Kaur Malhi, Shalini Batra

Int. J. Commun. Syst., 2017

2016

Genetic-based framework for prevention of masquerade and DDoS attacks in vehicular <i>ad-hoc</i>networks.

Avleen Kaur Malhi, Shalini Batra

Secur. Commun. Networks, 2016

Privacy-preserving authentication framework using bloom filter for secure vehicular communications.

Avleen Kaur Malhi, Shalini Batra

Int. J. Inf. Sec., 2016

2015

An Efficient Certificateless Aggregate Signature Scheme for Vehicular Ad-Hoc Networks.

Avleen Kaur Malhi, Shalini Batra

Discret. Math. Theor. Comput. Sci., 2015

XML Based Wireless Patient Monitoring System Using Vehicular Ad-Hoc Networks.

Avleen Kaur Malhi, Shalini Batra

Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015