Avleen Malhi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 39

Top Topics

Diabetic Retinopathy

Machine Learning

Top Venues

EXTRAAMAS@AAMAS

Publications

Priya Arora, Ashutosh Mishra, Avleen Malhi
An Ensemble Machine Learning Method Highlights Possible Parkinson's Disease Genes and Accessing Performance of Re-sampling Techniques. SN Comput. Sci. 5 (5) (2024)
Parminder Kaur, Avleen Malhi, Husanbir Singh Pannu
Annotate and retrieve in vivo images using hybrid self-organizing map. Vis. Comput. 40 (8) (2024)
Avleen Malhi, Asad Javed, Narges Yousefnezhad, Kary Främling
IoT Open Messaging Standards: Performance Comparison with MQTT and CoAP Protocols. FiCloud (2023)
Ioannis Nasios, Konstantinos Vogklis, Avleen Malhi, Anastasia Vayona, Panos Chatziadam, Vasilis Katos
Citizen participation: crowd-sensed sustainable indoor location services. CoRR (2023)
Narges Yousefnezhad, Avleen Malhi, Tuomas Keyriläinen, Kary Främling
A Comprehensive Security Architecture for Information Management throughout the Lifecycle of IoT Products. Sensors 23 (6) (2023)
Avleen Malhi, Kary Främling
An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-Box Predictions for Medical Datasets. xAI (1) (2023)
Priya Arora, Ashutosh Mishra, Avleen Malhi
N-semble-based method for identifying Parkinson's disease genes. Neural Comput. Appl. 35 (33) (2023)
Avleen Malhi, Vlad Apopei, Kary Främling
Understanding Unsupervised Learning Explanations Using Contextual Importance and Utility. xAI (1) (2023)
Avleen Malhi, Reaya Grewal, Husanbir Singh Pannu
Detection and diabetic retinopathy grading using digital retinal images. Int. J. Intell. Robotics Appl. 7 (2) (2023)
Apoorva Singh, Husanbir Singh Pannu, Avleen Malhi
Explainable information retrieval using deep learning for medical images. Comput. Sci. Inf. Syst. 19 (1) (2022)
Priya Arora, Ashutosh Mishra, Avleen Malhi
Machine learning Ensemble for the Parkinson's disease using protein sequences. Multim. Tools Appl. 81 (22) (2022)
Avleen Malhi, Vlad Apopei, Manik Madhikermi, Mandeep, Kary Främling
Smartphone Based Grape Leaf Disease Diagnosis and Remedial System Assisted with Explanations. EXTRAAMAS@AAMAS (2022)
Avleen Malhi, Vlad Apopei
Open Platform for Rapid Prototyping of Smart Environment Applications. IWCMC (2022)
Ashish Rana, Avleen Malhi
Building Safer Autonomous Agents by Leveraging Risky Driving Behavior Knowledge. CoRR (2021)
Kary Främling, Marcus Westberg, Martin Jullum, Manik Madhikermi, Avleen Malhi
Comparison of Contextual Importance and Utility with LIME and Shapley Values. EXTRAAMAS@AAMAS (2021)
Matti Huotari, Shashank Arora, Avleen Malhi, Kary Främling
Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts. Appl. Soft Comput. 111 (2021)
Shubhdeep Kaur, Sukhchandan Randhawa, Avleen Malhi
An efficient ANFIS based pre-harvest ripeness estimation technique for fruits. Multim. Tools Appl. 80 (13) (2021)
Samanta Knapic, Avleen Malhi, Rohit Saluja, Kary Främling
Explainable Artificial Intelligence for Human Decision-Support System in Medical Domain. CoRR (2021)
Divya Pandove, Avleen Malhi
A Correlation Based Recommendation System for Large Data Sets. J. Grid Comput. 19 (4) (2021)
Ashish Rana, Avleen Malhi
Building Safer Autonomous Agents by Leveraging Risky Driving Behavior Knowledge. CCCI (2021)
Manik Madhikermi, Avleen Malhi, Kary Främling
Context-specific sampling method for contextual explanations. ESANN (2021)
Avleen Malhi, Manik Madhikermi, Matti Huotari, Kary Främling
Air Handling Unit Explainability Using Contextual Importance and Utility. MobiQuitous (2021)
Avleen Malhi, Manik Madhikermi, Yaman Maharjan, Kary Främling
Online Product Advertisement Prediction and Explanation in Large-scale Social Networks. SNAMS (2021)
Kary Främling, Samanta Knapic, Avleen Malhi
ciu.image: An R Package for Explaining Image Classification with Contextual Importance and Utility. EXTRAAMAS@AAMAS (2021)
Samanta Knapic, Avleen Malhi, Rohit Saluja, Kary Främling
Explainable Artificial Intelligence for Human Decision Support System in the Medical Domain. Mach. Learn. Knowl. Extr. 3 (3) (2021)
Narges Yousefnezhad, Avleen Malhi, Kary Främling
Automated IoT Device Identification Based on Full Packet Information Using Real-Time Network Traffic. Sensors 21 (8) (2021)
Matti Huotari, Shashank Arora, Avleen Malhi, Kary Främling
A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks: Li-Ion Batteries Case-Study. CoRR (2021)
Rohit Saluja, Avleen Malhi, Samanta Knapic, Kary Främling, Cicek Cavdar
Towards a Rigorous Evaluation of Explainability for Multivariate Time Series. CoRR (2021)
Amro Najjar, Yazan Mualla, Kamal Deep Singh, Gauthier Picard, Davide Calvaresi, Avleen Malhi, Stéphane Galland, Kary Främling
One-to-Many Negotiation QoE Management Mechanism for End-User Satisfaction. IEEE Access 9 (2021)
Matti Huotari, Shashank Arora, Avleen Malhi, Kary Främling
Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts. CoRR (2021)
Avleen Malhi, Samanta Knapic, Kary Främling
Explainable Agents for Less Bias in Human-Agent Decision Making. EXTRAAMAS@AAMAS (2020)
Hitesh Chander Monga, Tuomas Kinnunen, Avleen Malhi, Asad Javed, Kary Främling
An OAuth-based Authentication Mechanism for Open Messaging Interface Standard. ICAART (1) (2020)
Asad Javed, Avleen Malhi, Kary Främling
Edge Computing-based Fault-Tolerant Framework: A Case Study on Vehicular Networks. IWCMC (2020)
Antti Nurminen, Avleen Malhi
Green Thumb Engineering: Artificial intelligence for managing IoT enabled houseplants. GCAIoT (2020)
Asad Javed, Avleen Malhi, Tuomas Kinnunen, Kary Främling
Scalable IoT Platform for Heterogeneous Devices in Smart Environments. IEEE Access 8 (2020)
Narges Yousefnezhad, Avleen Malhi, Tuomas Kinnunen, Matti Huotari, Kary Främling
Product Lifecycle Information Management with Digital Twin: A Case Study. INDIN (2020)
Narges Yousefnezhad, Avleen Malhi, Kary Främling
Security in product lifecycle of IoT devices: A survey. J. Netw. Comput. Appl. 171 (2020)
Asad Javed, Sylvain Kubler, Avleen Malhi, Antti Nurminen, Jérémy Robert, Kary Främling
bIoTope: Building an IoT Open Innovation Ecosystem for Smart Cities. IEEE Access 8 (2020)
Antti Nurminen, Avleen Malhi, Lasse Johansson, Kary Främling
A Clean Air Journey Planner for pedestrians using high resolution near real time air quality data. Intelligent Environments (2020)