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Articles by Dr. Nadeem
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How to Write a Full MERN application using Mongoose, MongoDB, Express, and React, Part 1.
How to Write a Full MERN application using Mongoose, MongoDB, Express, and React, Part 1.
By Dr. Nadeem Qazi
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Smart Shopping:How Does Cashier-less Technology work
Smart Shopping:How Does Cashier-less Technology work
By Dr. Nadeem Qazi
Contributions
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What are the advantages and disadvantages of using attention mechanisms in computer vision tasks?
Self-attention in computer vision transforms an image into patches and processes these patches to understand their relationships, implemented through the following steps: 1. Patching 2. Flattening 3. Linear Embedding 4. Positional Embeddings 5. Self-Attention Mechanism After undergoing linear embedding, with the potential addition of positional encoding, the embedded patch vectors serve as Query, Key, and Value vectors for computing attention weights between all pairs of patches. This functionality enables the model to perceive and understand the connections among different patches within the image. As a result, the self-attention mechanism enhances the interpretability of the model.
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What are the advantages and disadvantages of using attention mechanisms in computer vision tasks?
Convolutional Neural Networks (CNNs) employ spatial and channel attention to focus on important parts of an image. For example, the Convolutional Block Attention Module (CBAM) highlights key areas like a cat's face. However, CNNs only pay attention to local regions of the image. In contrast, transformer attention is global, meaning every input part can interact with every other part. This allows the model to understand more complex and broader relationships within the data. Transformers treat the image as a sequence of patches and employ Self-Attention and Multi-Head Attention to model relationships between image patches.
Activity
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الحمد لله رب العالمين I am thrilled to share the exciting news that I have secured EU funding worth 50K euros for research on Alzheimer's disease…
الحمد لله رب العالمين I am thrilled to share the exciting news that I have secured EU funding worth 50K euros for research on Alzheimer's disease…
Posted by Dr. Nadeem Qazi
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الحمد لله رب العالمين I am excited to share our collaborative research on using AI to decode animal communication. Under my supervision, Astrid van…
الحمد لله رب العالمين I am excited to share our collaborative research on using AI to decode animal communication. Under my supervision, Astrid van…
Shared by Dr. Nadeem Qazi
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AlhamduLiLLAH I have been awarded with VC Excellence Award 2023-24. Special thanks to Professor Amanda J. Broderick for her mentoring. I would like…
AlhamduLiLLAH I have been awarded with VC Excellence Award 2023-24. Special thanks to Professor Amanda J. Broderick for her mentoring. I would like…
Liked by Dr. Nadeem Qazi
Experience & Education
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Eindhoven University of Technology
View Dr. Nadeem’s full experience
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Licenses & Certifications
Publications
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Development of a geographic information system-based decision support toolset to assess the feasibility of on-site wastewater treatment and disposal options in low permeability subsoils
IWA Publishing 2014 Water Science & Technology Vol. 70 No 3 2014
Traditional on-site wastewater treatment systems have proven to be unsuitable in areas of low
permeability subsoils, representing a risk to human health and the environment. With large areas
being covered by low permeability tills, Ireland needs to consider alternative treatment and disposal
options to be able to allow further development in these areas and to deal with polluting legacy sites.
The paper describes the development and structure of a geographic information system…Traditional on-site wastewater treatment systems have proven to be unsuitable in areas of low
permeability subsoils, representing a risk to human health and the environment. With large areas
being covered by low permeability tills, Ireland needs to consider alternative treatment and disposal
options to be able to allow further development in these areas and to deal with polluting legacy sites.
The paper describes the development and structure of a geographic information system (GIS)-based
decision support toolset to evaluate possible alternative strategies for these sites. The programme
takes as its initial input the location of an existing house located in an area of low permeability
subsoils. Through a series of interconnected GIS geoprocesses the model outputs appropriate
solutions for a site, ranking them in terms of environmental sustainability and cost. However, the
final decisions are still dependent on on-site constraints so that each solution is accompanied by an alert message that provides additional information for the user to refine the output list according to the available local site-specific information.Other authors -
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Development of a geographic information system-based decision support toolset to assess the feasibility of on-site wastewater treatment and disposal options in low permeability subsoils
IWA Publishing 2014 Water Science & Technology Vol. 70 No 3 2014
Traditional on-site wastewater treatment systems have proven to be unsuitable in areas of low
permeability subsoils, representing a risk to human health and the environment. With large areas
being covered by low permeability tills, Ireland needs to consider alternative treatment and disposal
options to be able to allow further development in these areas and to deal with polluting legacy sites.
The paper describes the development and structure of a geographic information system…Traditional on-site wastewater treatment systems have proven to be unsuitable in areas of low
permeability subsoils, representing a risk to human health and the environment. With large areas
being covered by low permeability tills, Ireland needs to consider alternative treatment and disposal
options to be able to allow further development in these areas and to deal with polluting legacy sites.
The paper describes the development and structure of a geographic information system (GIS)-based
decision support toolset to evaluate possible alternative strategies for these sites. The programme
takes as its initial input the location of an existing house located in an area of low permeability
subsoils. Through a series of interconnected GIS geoprocesses the model outputs appropriate
solutions for a site, ranking them in terms of environmental sustainability and cost. However, the
final decisions are still dependent on on-site constraints so that each solution is accompanied by an alert message that provides additional information for the user to refine the output list according to the available local site-specific information.Other authors -
Projects
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VISUAL ANALYTICS FOR SENSE-MAKING IN CRIMINAL INTELLIGENCE ANALYSIS VALCRI
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A £13 million EU FP7 research project: project on Visual Analytics for Sense-Making in Criminal Investigation (VALCRI).The research covers visual analytics of huge volume of criminal data both structured and unstructured data
My job requires software engineering, Data Science algorthim development and Visual Analytics for sense making from structured and unstructured data over GitHub -
Data visualisation of Energy monitoring tools in manufacturing environments for Total Energy Management for Production Operations TEMPO project.
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Data visualisation of Energy monitoring tools in manufacturing environments for Total Energy Management for Production Operations TEMPO project.
This project worth €1.25M. This project was in collaboration between the University of Ulster (UK), Limerick Institute of Technology (Ireland), International Energy Research Centre (Ireland) and the National Energy Competence Centre (Ireland). It was jointly funded by Enterprise Ireland (EI), IDA Ireland, Science Foundation Ireland and the…Data visualisation of Energy monitoring tools in manufacturing environments for Total Energy Management for Production Operations TEMPO project.
This project worth €1.25M. This project was in collaboration between the University of Ulster (UK), Limerick Institute of Technology (Ireland), International Energy Research Centre (Ireland) and the National Energy Competence Centre (Ireland). It was jointly funded by Enterprise Ireland (EI), IDA Ireland, Science Foundation Ireland and the Sustainable Energy Authority of Ireland supported by the Department of Jobs, Enterprise and Innovation and the Department of Communications, Energy and Natural Resources.
Team John Cosgrove, Nadeem Qazi, Professor Martin McGinnity Dr. Frances Hardiman, Maria J Rivas-Duarte,Professor Liam Maguire, Malachy McElholm -
Visualization of on-site WasteWater Treatment in Ireland
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This was a €7.4M project funded by Science Foundation Ireland (SFI) and was related to designing of GIS for Environmental protection specifically for on-site wastewater treatment .
Team members Dr. Tim McCarthy, David Smyth,Nadeem Qazi,Francesco Pilla,Donata Dubber, Laurence W. Gill
Languages
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English
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More activity by Dr. Nadeem
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📌 Sharing an Achievement! 🏅 I’m honored to receive the Vice Chancellor’s Gold Medal from the Department of Computer Science and Engineering at the…
📌 Sharing an Achievement! 🏅 I’m honored to receive the Vice Chancellor’s Gold Medal from the Department of Computer Science and Engineering at the…
Liked by Dr. Nadeem Qazi
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Absolutely thrilled to attend my first Staff Development Week at University of East London! Here are some snapshots from the All Staff Conference on…
Absolutely thrilled to attend my first Staff Development Week at University of East London! Here are some snapshots from the All Staff Conference on…
Liked by Dr. Nadeem Qazi
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الحمد لله رب العالمين I'm excited to share that I delivered an online talk on the use of Explainable AI for detecting fake content at the Tech Summit…
الحمد لله رب العالمين I'm excited to share that I delivered an online talk on the use of Explainable AI for detecting fake content at the Tech Summit…
Shared by Dr. Nadeem Qazi
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Yesterday I was invited to talk about my work on using AI for decoding animal communication on the Vroege Vogels show from one of the leading Dutch…
Yesterday I was invited to talk about my work on using AI for decoding animal communication on the Vroege Vogels show from one of the leading Dutch…
Liked by Dr. Nadeem Qazi
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🏆 With the Winners of VC&P Awards University of East London & Friends! Congratulations dear winners and more accolade to achieve HIGHER. Let's…
🏆 With the Winners of VC&P Awards University of East London & Friends! Congratulations dear winners and more accolade to achieve HIGHER. Let's…
Liked by Dr. Nadeem Qazi
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🎉 🙂 I am honored and humbled to be a recipient of the University of East London VC and President Excellence Awards 2024 for Careers-Led Teaching…
🎉 🙂 I am honored and humbled to be a recipient of the University of East London VC and President Excellence Awards 2024 for Careers-Led Teaching…
Liked by Dr. Nadeem Qazi
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Our flagship all-employee conference is off to a fantastic start! 🙌 This University Development Week, we're delving in to our Vision 2028 strategy…
Our flagship all-employee conference is off to a fantastic start! 🙌 This University Development Week, we're delving in to our Vision 2028 strategy…
Liked by Dr. Nadeem Qazi
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Exciting 3 hr session on Ethics in Research, led by Professor Matt Bellgard at University of East London. Keynote speaker was Nicholas (Nic) from…
Exciting 3 hr session on Ethics in Research, led by Professor Matt Bellgard at University of East London. Keynote speaker was Nicholas (Nic) from…
Liked by Dr. Nadeem Qazi
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We are still buzzing from our end of year shows! A couple of weeks ago, we celebrated our students achievements and end of year, with an…
We are still buzzing from our end of year shows! A couple of weeks ago, we celebrated our students achievements and end of year, with an…
Liked by Dr. Nadeem Qazi
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الحمدالله الذي بنعمته تتم الصالحات. اللهم لك الحمد حمدا كثيرا طيبا مباركا فيه. يسعدني أن أشارككم خبرًا سعيدًا. لقد تمت ترقيتي إلى رتبة بروفيسور ! هذا…
الحمدالله الذي بنعمته تتم الصالحات. اللهم لك الحمد حمدا كثيرا طيبا مباركا فيه. يسعدني أن أشارككم خبرًا سعيدًا. لقد تمت ترقيتي إلى رتبة بروفيسور ! هذا…
Liked by Dr. Nadeem Qazi
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@UEL_News Partners with Tamil Nadu Government for Groundbreaking Hackathon and Work Placement Initiative #PioneeringGlobalFutures
@UEL_News Partners with Tamil Nadu Government for Groundbreaking Hackathon and Work Placement Initiative #PioneeringGlobalFutures
Liked by Dr. Nadeem Qazi
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Day 1 of Our Third Summer Research Colloquium! 🌍📚 We are excited to kick off the first day of our Third Summer Research Colloquium, featuring…
Day 1 of Our Third Summer Research Colloquium! 🌍📚 We are excited to kick off the first day of our Third Summer Research Colloquium, featuring…
Liked by Dr. Nadeem Qazi
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