Avleen Malhi - RankMe

44 papers B 5C 2Journal 23Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Designing for Effective Human-XAI Interaction: User Experience Research Plays and Cards. EXTRAAMAS Mohammad Naiseh, Huseyin Dogan, Stephen Giff, Avleen Malhi, Nan Jiang
2025	J	`jnl`	Image clustering using Zernike moments and self-organizing maps for gastrointestinal tract. Comput. Sci. Inf. Syst. Parminder Kaur, Avleen Malhi, Husanbir Singh Pannu
2024	J	`jnl`	An Ensemble Machine Learning Method Highlights Possible Parkinson's Disease Genes and Accessing Performance of Re-sampling Techniques. SN Comput. Sci. Priya Arora, Ashutosh Mishra, Avleen Malhi
2024	J	`jnl`	Annotate and retrieve in vivo images using hybrid self-organizing map. Vis. Comput. Parminder Kaur, Avleen Malhi, Husanbir Singh Pannu
2024	—	`conf`	Generating Explanations for Molecular Property Predictions in Graph Neural Networks. CALM Avleen Malhi, John Patrice Matekenya, Kary Främling
2024	B	`conf`	Real-time Twitter data sentiment analysis to predict the recession in the UK using Graph Neural Networks. IWCMC Avleen Malhi, Mohammad Naiseh, Kunal Jangra
2024	—	`conf`	py_ciu_image: A Python Library for Explaining Image Classification with Contextual Importance and Utility. EXTRAAMAS Kary Främling, Ioan-Vlad Apopei, Gustav Grund Pihlgren, Avleen Malhi
2023	J	`jnl`	A Comprehensive Security Architecture for Information Management throughout the Lifecycle of IoT Products. Sensors Narges Yousefnezhad, Avleen Malhi, Tuomas Keyriläinen, Kary Främling
2023	—	`conf`	An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-Box Predictions for Medical Datasets. xAI (1) Avleen Malhi, Kary Främling
2023	J	`jnl`	Citizen participation: crowd-sensed sustainable indoor location services. CoRR Ioannis Nasios, Konstantinos Vogklis, Avleen Malhi, Anastasia Vayona, Panos Chatziadam, Vasilis Katos
2023	J	`jnl`	Detection and diabetic retinopathy grading using digital retinal images. Int. J. Intell. Robotics Appl. Avleen Malhi, Reaya Grewal, Husanbir Singh Pannu
2023	—	`conf`	IoT Open Messaging Standards: Performance Comparison with MQTT and CoAP Protocols. FiCloud Avleen Malhi, Asad Javed, Narges Yousefnezhad, Kary Främling
2023	J	`jnl`	N-semble-based method for identifying Parkinson's disease genes. Neural Comput. Appl. Priya Arora, Ashutosh Mishra, Avleen Malhi
2023	—	`conf`	Understanding Unsupervised Learning Explanations Using Contextual Importance and Utility. xAI (1) Avleen Malhi, Vlad Apopei, Kary Främling
2022	J	`jnl`	Explainable information retrieval using deep learning for medical images. Comput. Sci. Inf. Syst. Apoorva Singh, Husanbir Singh Pannu, Avleen Malhi
2022	J	`jnl`	Machine learning Ensemble for the Parkinson's disease using protein sequences. Multim. Tools Appl. Priya Arora, Ashutosh Mishra, Avleen Malhi
2022	B	`conf`	Open Platform for Rapid Prototyping of Smart Environment Applications. IWCMC Avleen Malhi, Vlad Apopei
2022	—	`conf`	Smartphone Based Grape Leaf Disease Diagnosis and Remedial System Assisted with Explanations. EXTRAAMAS@AAMAS Avleen Malhi, Vlad Apopei, Manik Madhikermi, Mandeep, Kary Främling
2021	J	`jnl`	A Correlation Based Recommendation System for Large Data Sets. J. Grid Comput. Divya Pandove, Avleen Malhi
2021	J	`jnl`	A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks: Li-Ion Batteries Case-Study. CoRR Matti Huotari, Shashank Arora, Avleen Malhi, Kary Främling
2021	C	`conf`	Air Handling Unit Explainability Using Contextual Importance and Utility. MobiQuitous Avleen Malhi, Manik Madhikermi, Matti Huotari, Kary Främling
2021	J	`jnl`	An efficient ANFIS based pre-harvest ripeness estimation technique for fruits. Multim. Tools Appl. Shubhdeep Kaur, Sukhchandan Randhawa, Avleen Malhi
2021	J	`jnl`	Automated IoT Device Identification Based on Full Packet Information Using Real-Time Network Traffic. Sensors Narges Yousefnezhad, Avleen Malhi, Kary Främling
2021	—	`conf`	Building Safer Autonomous Agents by Leveraging Risky Driving Behavior Knowledge. CCCI Ashish Rana, Avleen Malhi
2021	J	`jnl`	Building Safer Autonomous Agents by Leveraging Risky Driving Behavior Knowledge. CoRR Ashish Rana, Avleen Malhi
2021	J	`jnl`	Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts. Appl. Soft Comput. Matti Huotari, Shashank Arora, Avleen Malhi, Kary Främling
2021	J	`jnl`	Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts. CoRR Matti Huotari, Shashank Arora, Avleen Malhi, Kary Främling
2021	—	`conf`	Comparison of Contextual Importance and Utility with LIME and Shapley Values. EXTRAAMAS@AAMAS Kary Främling, Marcus Westberg, Martin Jullum, Manik Madhikermi, Avleen Malhi
2021	B	`conf`	Context-specific sampling method for contextual explanations. ESANN Manik Madhikermi, Avleen Malhi, Kary Främling
2021	J	`jnl`	Explainable Artificial Intelligence for Human Decision Support System in the Medical Domain. Mach. Learn. Knowl. Extr. Samanta Knapic, Avleen Malhi, Rohit Saluja, Kary Främling
2021	J	`jnl`	Explainable Artificial Intelligence for Human Decision-Support System in Medical Domain. CoRR Samanta Knapic, Avleen Malhi, Rohit Saluja, Kary Främling
2021	J	`jnl`	One-to-Many Negotiation QoE Management Mechanism for End-User Satisfaction. IEEE Access Amro Najjar, Yazan Mualla, Kamal Deep Singh, Gauthier Picard, Davide Calvaresi, Avleen Malhi, Stéphane Galland, Kary Främling
2021	—	`conf`	Online Product Advertisement Prediction and Explanation in Large-scale Social Networks. SNAMS Avleen Malhi, Manik Madhikermi, Yaman Maharjan, Kary Främling
2021	J	`jnl`	Towards a Rigorous Evaluation of Explainability for Multivariate Time Series. CoRR Rohit Saluja, Avleen Malhi, Samanta Knapic, Kary Främling, Cicek Cavdar
2021	—	`conf`	ciu.image: An R Package for Explaining Image Classification with Contextual Importance and Utility. EXTRAAMAS@AAMAS Kary Främling, Samanta Knapic, Avleen Malhi
2020	B	`conf`	A Clean Air Journey Planner for pedestrians using high resolution near real time air quality data. Intelligent Environments Antti Nurminen, Avleen Malhi, Lasse Johansson, Kary Främling
2020	—	`conf`	An OAuth-based Authentication Mechanism for Open Messaging Interface Standard. ICAART (1) Hitesh Chander Monga, Tuomas Kinnunen, Avleen Malhi, Asad Javed, Kary Främling
2020	B	`conf`	Edge Computing-based Fault-Tolerant Framework: A Case Study on Vehicular Networks. IWCMC Asad Javed, Avleen Malhi, Kary Främling
2020	—	`conf`	Explainable Agents for Less Bias in Human-Agent Decision Making. EXTRAAMAS@AAMAS Avleen Malhi, Samanta Knapic, Kary Främling
2020	—	`conf`	Green Thumb Engineering: Artificial intelligence for managing IoT enabled houseplants. GCAIoT Antti Nurminen, Avleen Malhi
2020	C	`conf`	Product Lifecycle Information Management with Digital Twin: A Case Study. INDIN Narges Yousefnezhad, Avleen Malhi, Tuomas Kinnunen, Matti Huotari, Kary Främling
2020	J	`jnl`	Scalable IoT Platform for Heterogeneous Devices in Smart Environments. IEEE Access Asad Javed, Avleen Malhi, Tuomas Kinnunen, Kary Främling
2020	J	`jnl`	Security in product lifecycle of IoT devices: A survey. J. Netw. Comput. Appl. Narges Yousefnezhad, Avleen Malhi, Kary Främling
2020	J	`jnl`	bIoTope: Building an IoT Open Innovation Ecosystem for Smart Cities. IEEE Access Asad Javed, Sylvain Kubler, Avleen Malhi, Antti Nurminen, Jérémy Robert, Kary Främling