Avleen Malhi

2.1k total citations · 1 hit paper
54 papers, 1.3k citations indexed

About

Avleen Malhi is a scholar working on Artificial Intelligence, Computer Networks and Communications and Electrical and Electronic Engineering. According to data from OpenAlex, Avleen Malhi has authored 54 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 18 papers in Artificial Intelligence, 14 papers in Computer Networks and Communications and 13 papers in Electrical and Electronic Engineering. Recurrent topics in Avleen Malhi's work include IoT and Edge/Fog Computing (8 papers), Vehicular Ad Hoc Networks (VANETs) (8 papers) and Advanced Image and Video Retrieval Techniques (4 papers). Avleen Malhi is often cited by papers focused on IoT and Edge/Fog Computing (8 papers), Vehicular Ad Hoc Networks (VANETs) (8 papers) and Advanced Image and Video Retrieval Techniques (4 papers). Avleen Malhi collaborates with scholars based in India, Finland and United Kingdom. Avleen Malhi's co-authors include Husanbir Singh Pannu, Shalini Batra, Kary Främling, Dilbag Singh, David Chaney, J. da Rocha Fernandes, David Cavan, Lydia Makaroff, Jonathan Barratt and Peter Ackland and has published in prestigious journals such as IEEE Access, Sensors and ACM Computing Surveys.

In The Last Decade

Avleen Malhi

50 papers receiving 1.3k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A Systematic Review on Imbalanced Data Challenges in Machine Learning

2019 312 citations Husanbir Singh Pannu, Avleen Malhi et al. ACM Computing Surveys profile →

Peers

Countries citing papers authored by Avleen Malhi

Since Specialization

Citations

This map shows the geographic impact of Avleen Malhi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Avleen Malhi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Avleen Malhi more than expected).

Fields of papers citing papers by Avleen Malhi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Avleen Malhi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Avleen Malhi. The network helps show where Avleen Malhi may publish in the future.

Co-authorship network of co-authors of Avleen Malhi

This figure shows the co-authorship network connecting the top 25 collaborators of Avleen Malhi. A scholar is included among the top collaborators of Avleen Malhi based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Avleen Malhi. Avleen Malhi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Towards 4D BIM: A Systematic Literature Review on Challenges, Strategies and Tools in Leveraging AI with BIM 2025 ·Buildings ·(unknown), Avleen Malhi, Marcin Budka, (unknown), Bhargav Dave	1
2	An Ensemble Machine Learning Method Highlights Possible Parkinson’s Disease Genes and Accessing Performance of Re-sampling Techniques 2024 ·SN Computer Science ·(unknown), Ashutosh Mishra, Avleen Malhi	0
3	A Comprehensive Security Architecture for Information Management throughout the Lifecycle of IoT Products 2023 ·Sensors ·(unknown), Avleen Malhi, (unknown), Kary Främling	4
4	Detection and diabetic retinopathy grading using digital retinal images 2023 ·International Journal of Intelligent Robotics and Applications ·Avleen Malhi, (unknown), Husanbir Singh Pannu	24
5	Diagnosis of Parkinson's disease genes using LSTM and MLP-based multi-feature extraction methods 2023 ·International Journal of Data Mining and Bioinformatics ·(unknown), Ashutosh Mishra, Avleen Malhi	0
6	Annotate and retrieve in vivo images using hybrid self-organizing map 2023 ·The Visual Computer ·(unknown), Avleen Malhi, Husanbir Singh Pannu	0
7	Sentiment analysis of linguistic cues to assist medical image classification 2023 ·Multimedia Tools and Applications ·(unknown), Avleen Malhi, Husanbir Singh Pannu	3
8	N-semble-based method for identifying Parkinson’s disease genes 2021 ·Neural Computing and Applications ·(unknown), Ashutosh Mishra, Avleen Malhi	6
9	Hybrid SOM based cross-modal retrieval exploiting Hebbian learning 2021 ·Knowledge-Based Systems ·(unknown), Avleen Malhi, Husanbir Singh Pannu	7
10	Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts 2021 ·Applied Soft Computing ·(unknown), Shashank Arora, Avleen Malhi, Kary Främling	21
11	One-to-Many Negotiation QoE Management Mechanism for End-User Satisfaction 2021 ·IEEE Access ·Amro Najjar, Yazan Mualla, Kamal Singh, Gauthier Picard, Davide Calvaresi, Avleen Malhi, Stéphane Galland, Kary Främling	3
12	Scalable IoT Platform for Heterogeneous Devices in Smart Environments 2020 ·IEEE Access ·(unknown), Avleen Malhi, (unknown), Kary Främling	40
13	bIoTope: Building an IoT Open Innovation Ecosystem for Smart Cities 2020 ·IEEE Access ·(unknown), Sylvain Kubler, Avleen Malhi, Antti Nurminen, Jérémy Robert, Kary Främling	22
14	Deep learning based image classification for intestinal hemorrhage 2020 ·Multimedia Tools and Applications ·Husanbir Singh Pannu, (unknown), (unknown), (unknown), Avleen Malhi	45
15	A Systematic Review on Imbalanced Data Challenges in Machine Learning breakdown → 2019 ·ACM Computing Surveys ·(unknown), Husanbir Singh Pannu, Avleen Malhi	312
16	Comprehensive Study of Continuous Orthogonal Moments—A Systematic Review 2019 ·ACM Computing Surveys ·(unknown), Husanbir Singh Pannu, Avleen Malhi	15
17	Global perspectives on the provision of diabetic retinopathy screening and treatment: Survey of health care professionals in 41 countries 2018 ·Diabetes Research and Clinical Practice ·David Cavan, Lydia Makaroff, J. da Rocha Fernandes, Suvi Karuranga, (unknown), (unknown), David Chaney, Avleen Malhi, Jonathan Barratt	20
18	The Diabetic Retinopathy Barometer Study: Global perspectives on access to and experiences of diabetic retinopathy screening and treatment 2017 ·Diabetes Research and Clinical Practice ·David Cavan, Lydia Makaroff, J. da Rocha Fernandes, (unknown), Peter Ackland, (unknown), David Chaney, Avleen Malhi, Jonathan Barratt	62
19	Genetic‐based framework for prevention of masquerade and DDoS attacks in vehicularad‐hocnetworks 2016 ·Security and Communication Networks ·Avleen Malhi, Shalini Batra	13
20	Simulation and Analysis of DSR Protocol in VANETs 2012 ·Avleen Malhi, Ashish Verma	2

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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