Dr Nagender Aneja

Dr Nagender Aneja

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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.

Pages

Posts

C++

1 minute read

Published:

Pointers: slide 1

C++

2 minute read

Published:

Arrays and Vectors: slide 1

C++

1 minute read

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Functions: slide 1

C++

less than 1 minute read

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Control Statements: slide 1

C++

less than 1 minute read

Published:

Control Statements: slide 1

C++

less than 1 minute read

Published:

C++ Introduction: slide 1

Slide: 001

less than 1 minute read

Published:

Excel 365 Tables

less than 1 minute read

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Excel 365 excel-tables: 001

Excel 365 Pivot

less than 1 minute read

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Excel 365 excel-pivot: 001

Excel 365 Dashboard

less than 1 minute read

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Excel 365 excel-dashboard: 001

Excel 365 Charts

less than 1 minute read

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Excel 365 excel-charts: 001

Data Analysis

less than 1 minute read

Published:

This post covers Data Analysis using R.

ChatGPT Inferring

less than 1 minute read

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ChatGPT: Inferring 1

ChatGPT Iterative

less than 1 minute read

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ChatGPT: Iterative 1

ChatGPT Guidelines

less than 1 minute read

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ChatGPT: Guidelines 1

Jupyter

less than 1 minute read

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This lesson covers an introduction to Jupyter Notebook/Lab.

Image Classification

13 minute read

Published:

This post covers image classification, nearest neighbor classifier, k-nearest neighbor classifier and validation sets from cs231n.

PyTorch

6 minute read

Published:

This lesson covers CNN for CIFAR10

PyTorch

less than 1 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

PyTorch

4 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

PyTorch

4 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

PyTorch

6 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

PyTorch

1 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

PyTorch

2 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

PyTorch

6 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

PyTorch

less than 1 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

PyTorch

7 minute read

Published:

This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html

DY

less than 1 minute read

Published:

This page covers the discovery year process and opportunities.

t-Test

10 minute read

Published:

This post covers t-Tests.

Outliers

1 minute read

Published:

This post covers detecting outliers.

Visualization

1 minute read

Published:

This post covers Multivariate Visualization.

Visualization

3 minute read

Published:

This post covers Bivariate Visualization.

Data Gathering

1 minute read

Published:

This post covers Data Gathering.

Data Wrangling

1 minute read

Published:

This post covers Data Wrangling.

Python - Pandas

1 minute read

Published:

This post covers Introduction to Pandas.

Python - Introduction

4 minute read

Published:

This post covers Introduction to Python Programming.

Projects

less than 1 minute read

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This page covers projects completed by Students.

Help Cmd

less than 1 minute read

Published:

This lesson is for help.

Linear Regression

22 minute read

Published:

This lesson covers Linear Regression.

Introduction

10 minute read

Published:

  • Artificial intelligence (AI) is a thriving field with many practical applications and active research topics.

ANOVA

10 minute read

Published:

This post explains ANOVA.

t Table

less than 1 minute read

Published:

This post provides t Table.

Slides

less than 1 minute read

Published:

This post explains creating slides using Jupyter Notebook.

Normal Distribution

3 minute read

Published:

This post covers Normal Distribution from https://www.mathsisfun.com/data/standard-normal-distribution.html and https://www.mathsisfun.com/data/standard-deviation.html

Z Table

less than 1 minute read

Published:

This post provides Z Table.

Machine Learning

less than 1 minute read

Published:

This lesson is on Machine Learning notes.

Python-Libraries

less than 1 minute read

Published:

This post covers Introduction to some other python libraries.

MNIST-NN

2 minute read

Published:

This post covers introduction to Neural Network using MNIST dataset.

MNIST-CNN

5 minute read

Published:

This post covers introduction to Convolution Neural Network using MNIST dataset.

Maths and Statistics

3 minute read

Published:

This post covers certain formulas useful for Deep Learning.

patents

Anti-fraud computer implemented method for financial card transaction

U.S. Patent Publication, 2015

The patent describes a safe card that that by default is in a blocked state so that no transcation can be made. The safe card can be activated for a limited time by an authorized user for the transaction.

Recommended citation: Aneja, N., and Aneja, S. "Anti-fraud computer implemented method for financial card transaction." U.S. Patent Publication 2015/0339,657, filed May 23, 2014, published Nov 26, 2015. https://patentimages.storage.googleapis.com/06/22/8e/674c30a57d0fe8/US20150339657A1.pdf

Method and System for Ad-hoc Social Networking and Profile Matching

U.S. Issued Patent, 2019

The patent describes a method to create a social network based on dynamic interests of users and using ad-hoc networking. A user of mobile device can identify another user who is close by and has similar interests. Dynamic interests of the users can be extracted or identified based on mobile usage, browsing history, places traveled, and other user actions. Users are notified if another user who is similar more than a threshold is present nearby. The system also facilitates communication between users by way of chatting, file sharing, image sharing etc.

Recommended citation: Aneja, N., and Gambhir, S. "Method and system for Ad-hoc Social Networking and Profile Matching." U.S. Patent 10,264,609, filed Dec 28, 2015, issued April 16, 2019. https://patentimages.storage.googleapis.com/0f/63/b5/a0d9ef4311bf34/US10264609B2.pdf

Instant messaging for mobile device with offline and online mode

U.S. Issued Patent, 2020

The discloosure presents unified instant messaging application/service that enables to concurrently send messages via online mode using internet and Offline or Airplane mode

Recommended citation: Aneja, S., Aneja. N., and Petra, I. "Instant messaging for mobile device with offline and online mode." U.S. Patent 10,834,035, filed Dec 28, 2015, issued Nov 10, 2020. https://patentimages.storage.googleapis.com/58/d4/f7/58ebe5626a9362/US10834035.pdf

portfolio

Abstract

Published:

Detecting Fake News using language features

Behavior-Cloning

Published:

Implementation of convolutional neural network to clone driving behavior using Keras. The model outputs a steering angle to an autonomous vehicle.

Introduction

Published:

Transfer Learning for detecting cancer from Histopathology images

publications

1. Reliable ad-hoc on-demand distance vector routing protocol

Published in International Conference on Networking, International Conference on Systems and International Conference on Mobile Communications and Learning Technologies (ICNICONSMCL'06), 2006

(Conference Publication)

Recommended citation: Sandhya Khurana, Neelima Gupta, Nagender Aneja "Reliable ad-hoc on-demand distance vector routing protocol." International Conference on Networking, International Conference on Systems and International Conference on Mobile Communications and Learning Technologies (ICNICONSMCL'06), 2006. pp. 98--98 doi: 10.1109/ICNICONSMCL.2006.183 https://ieeexplore.ieee.org/document/1628344

5. Verification of Forecasts from High Resolution Numerical Weather Prediction Model

Published in Research Journal of Applied Sciences, Engineering and Technology, 2014

(Journal Publication)

Recommended citation: Nagender Aneja, Thomas George "Verification of Forecasts from High Resolution Numerical Weather Prediction Model." Research Journal of Applied Sciences, Engineering and Technology, 2014. vol. 8 pp. 1255--1258 doi: 10.19026/rjaset.8.1092 https://maxwellsci.com/jp/mspabstract.php?jid=RJASET&doi=rjaset.8.1092

8. Geo-social semantic profile matching algorithm for dynamic interests in ad-hoc social network

Published in 2015 IEEE International Conference on Computational Intelligence & Communication Technology, 2015

(Conference Publication)

Recommended citation: Nagender Aneja, Sapna Gambhir "Geo-social semantic profile matching algorithm for dynamic interests in ad-hoc social network." 2015 IEEE International Conference on Computational Intelligence & Communication Technology, 2015. pp. 354--358 doi: 10.1109/CICT.2015.50 https://ieeexplore.ieee.org/document/7078725

7. Need of ad-hoc social network based on users' dynamic interests

Published in 2015 International Conference on Soft Computing Techniques and Implementations (ICSCTI), 2015

(Conference Publication)

Recommended citation: Sapna Gambhir, Nagender Aneja, Samridhi Mangla "Need of ad-hoc social network based on users' dynamic interests." 2015 International Conference on Soft Computing Techniques and Implementations (ICSCTI), 2015. pp. 52--56 doi: 10.1109/ICSCTI.2015.7489562 https://ieeexplore.ieee.org/document/7489562

9. Software Design for social profile matching algorithm to create ad-hoc social network on top of android

Published in 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom), 2016

(Conference Publication)

Recommended citation: Sapna Gambhir, Samridhi Mangla, Nagender Aneja "Software Design for social profile matching algorithm to create ad-hoc social network on top of android." 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom), 2016. pp. 3450--3454 https://ieeexplore.ieee.org/document/7724906

13. Security and Privacy: Challenges and Defending Solutions for NoSQL Data Stores

Published in NoSQL: Database for Storage and Retrieval of Data in Cloud, 2017

(Book Chapter)

Recommended citation: Sandhya Aneja, Nagender Aneja "Security and Privacy: Challenges and Defending Solutions for NoSQL Data Stores." NoSQL: Database for Storage and Retrieval of Data in Cloud, 2017. pp. 237--250 doi: 10.1201/9781315155579-13 https://www.taylorfrancis.com/chapters/edit/10.1201/9781315155579-13/security-privacy-challenges-defending-solutions-nosql-data-stores-sandhya-aneja-nagender-aneja

12. Protecting Internet Traffic: Security Challenges and Solutions

Published in IEEE Internet Technology Policy Community White Paper, 2017

(IEEE White Paper)

Recommended citation: Mohammed Aledhari, Sukanya Mandal, Nagender Aneja, Mikael Dautrey, Rajesh Nighot, Prasad Mantri, Jared Bielby "Protecting Internet Traffic: Security Challenges and Solutions." IEEE Internet Technology Policy Community White Paper, 2017. https://standards.ieee.org/wp-content/uploads/import/documents/other/whitepaper-protecting-internet-traffic-dh-v1.pdf

19. Transfer learning using CNN for handwritten Devanagari character recognition

Published in 2019 1st International Conference on Advances in Information Technology (ICAIT), 2019

(Conference Publication)

Recommended citation: Nagender Aneja, Sandhya Aneja "Transfer learning using CNN for handwritten Devanagari character recognition." 2019 1st International Conference on Advances in Information Technology (ICAIT), 2019. pp. 293--296 doi: 10.1109/ICAIT47043.2019.8987286 https://ieeexplore.ieee.org/abstract/document/8987286

22. Network traffic analysis based iot device identification

Published in Proceedings of the 2020 the 4th International Conference on Big Data and Internet of Things, 2020

(Conference Publication)

Recommended citation: Rajarshi Chowdhury, Sandhya Aneja, Nagender Aneja, Emeroylariffion Abas "Network traffic analysis based iot device identification." Proceedings of the 2020 the 4th International Conference on Big Data and Internet of Things, 2020. pp. 79--89 doi: 10.1145/3421537.3421545 https://dl.acm.org/doi/10.1145/3421537.3421545

26. Collaborative adversary nodes learning on the logs of IoT devices in an IoT network

Published in 2022 14th International Conference on COMmunication Systems & NETworkS (COMSNETS), 2022

(Conference Publication)

Recommended citation: Sandhya Aneja, Melanie En, Nagender Aneja "Collaborative adversary nodes learning on the logs of IoT devices in an IoT network." 2022 14th International Conference on COMmunication Systems & NETworkS (COMSNETS), 2022. pp. 231--235 doi: 10.1109/COMSNETS53615.2022.9668602 https://ieeexplore.ieee.org/document/9668602

27. Device fingerprinting using deep convolutional neural networks

Published in International Journal of Communication Networks and Distributed Systems, 2022

(Journal Publication)

Recommended citation: Sandhya Aneja, Nagender Aneja, Bharat Bhargava, Rajarshi Chowdhury "Device fingerprinting using deep convolutional neural networks." International Journal of Communication Networks and Distributed Systems, 2022. vol. 28 pp. 171--198 doi: 10.1504/IJCNDS.2022.121197 https://www.inderscienceonline.com/doi/10.1504/IJCNDS.2022.121197

28. Defense against adversarial attacks on deep convolutional neural networks through nonlocal denoising

Published in IAES International Journal of Artificial Intelligence (IJ-AI), 2022

(Journal Publication)

Recommended citation: Sandhya Aneja, Nagender Aneja, Pg Abas, Abdul Naim "Defense against adversarial attacks on deep convolutional neural networks through nonlocal denoising." IAES International Journal of Artificial Intelligence (IJ-AI), 2022. vol. 11( 3) doi: 10.11591/ijai.v11.i3.pp961-968 https://ijai.iaescore.com/index.php/IJAI/article/view/21503

32. Biogeography-based optimization of artificial neural network (BBO-ANN) for solar radiation forecasting

Published in Applied Artificial Intelligence, 2023

(Journal Publication)

Recommended citation: Ajay Bansal, Virendra Sangtani, Pankaj Dadheech, Nagender Aneja, Umar Yahya "Biogeography-based optimization of artificial neural network (BBO-ANN) for solar radiation forecasting." Applied Artificial Intelligence, 2023. vol. 37 pp. 2166705 https://www.tandfonline.com/doi/pdf/10.1080/08839514.2023.2166705

38. NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation

Published in Northern European Journal of Language Technology, 2023

(Journal Publication)

Recommended citation: Kaustubh Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahadiran, Simon Mille, Ashish Shrivastava, Samson Tan, Tongshang Wu, Jascha Sohl-Dickstein, Jinho Choi, Eduard Hovy, Ondřej Dušek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Sobrevilla, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di, Tanya Goyal, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honoré, Ishan Jindal, Przemysław Joniak, Denis Kleyko, Venelin Kovatchev, Kalpesh Krishna, Ashutosh Kumar, Stefan Langer, Seungjae Lee, Corey Levinson, Hualou Liang, Kaizhao Liang, Zhexiong Liu, Andrey Lukyanenko, Vukosi Marivate, Gerard Melo, Simon Meoni, Maxine Meyer, Afnan Mir, Nafise Moosavi, Niklas Meunnighoff, Timothy Mun, Kenton Murray, Marcin Namysl, Maria Obedkova, Priti Oli, Nivranshu Pasricha, Jan Pfister, Richard Plant, Vinay Prabhu, Vasile Pais, Libo Qin, Shahab Raji, Pawan Rajpoot, Vikas Raunak, Roy Rinberg, Nicholas Roberts, Juan Rodriguez, Claude Roux, Vasconcellos Samus, Ananya Sai, Robin Schmidt, Thomas Scialom, Tshephisho Sefara, Saqib Shamsi, Xudong Shen, Yiwen Shi, Haoyue Shi, Anna Shvets, Nick Siegel, Damien Sileo, Jamie Simon, Chandan Singh, Roman Sitelew, Priyank Soni, Taylor Sorensen, William Soto, Aman Srivastava, Aditya Srivatsa, Tony Sun, Mukund Varma, A Tabassum, Fiona Tan, Ryan Teehan, Mo Tiwari, Marie Tolkiehn, Athena Wang, Zijian Wang, Zijie Wang, Gloria Wang, Fuxuan Wei, Bryan Wilie, Genta Winata, Xinyu Wu, Witold Wydmanski, Tianbao Xie, Usama Yaseen, Michael Yee, Jing Zhang, Yue Zhang "NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation." Northern European Journal of Language Technology, 2023. vol. 9 https://aclanthology.org/2023.nejlt-1.5/

34. Detect & Adapt: A Resiliency Enhancement Mechanism for Space Computing Platforms

Published in 10th Annual Conf. on Computational Science & Computational Intelligence (CSCI'23), 2023

(Conference Publication)

Recommended citation: Shafkat Islam, Nagender Aneja, Ruy Oliveira, Sandhya Aneja, Bharat Bhargava, Jason Hamlet, Chris Jenkins "Detect & Adapt: A Resiliency Enhancement Mechanism for Space Computing Platforms." 10th Annual Conf. on Computational Science & Computational Intelligence (CSCI'23), 2023. https://american-cse.org/csci2023-ieee/pdfs/CSCI2023-47UoKEqjHou6fHnm3C9aVb/615100a907/615100a907.pdf

35. SentimentPulse: Temporal-Aware Custom Language Models vs. GPT-3.5 for Consumer Sentiment

Published in I Can’t Believe It’s Not Better (ICBINB): Failure Modes in the Age of Foundation Models, NeurIPS 2023, 2023

(Conference Workshop Poster Publication)

Recommended citation: Lixiang Li, Bharat Bhargava, Alina Nesen, Nagender Aneja "SentimentPulse: Temporal-Aware Custom Language Models vs. GPT-3.5 for Consumer Sentiment." I Can’t Believe It’s Not Better (ICBINB): Failure Modes in the Age of Foundation Models, NeurIPS 2023, 2023. https://nips.cc/virtual/2023/76523

43. SAGA-Integrating AI for Enhanced Recruitment: A System with Audio-Video Proctoring and Comprehensive Evaluation

Published in 2024 2nd International Conference on Advances in Computation, Communication and Information Technology (ICAICCIT), 2024

(Conference Publication)

Recommended citation: Nishad Mathur, Ashutosh Sharma, Shubh Kaushik, VS Bakkialakshmi, Vishishta Kavadiya, Nagender Aneja "SAGA-Integrating AI for Enhanced Recruitment: A System with Audio-Video Proctoring and Comprehensive Evaluation." 2024 2nd International Conference on Advances in Computation, Communication and Information Technology (ICAICCIT), 2024. vol. 1 pp. 395--399 https://ieeexplore.ieee.org/abstract/document/10912328

research

Research

Published:

Research Collaborations and Projects

talks

Introduction to Deep Learning

Published:

Keynote Speech at International Conference (Virtual) Recent Trends in Computing (ICRTC-2021), Compucom Institute of Information Technology & Management, Jaipur, India

Advanced Excel 365

Published:

Half-day workshop on Advanced Excel 365 on Advanced Excel Features.

Keynote Address - EAI BDCC 2024

Published:

7th EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing (BDCC 2024) held on December 20-21, 2024, in Coimbatore, India

teaching

Internet Programming and Development (SS-2201)

Bachelor of Science (Computer Science), Universiti Brunei Darussalam, Digital Science, 2021

Students will learn the latest technologies including Python in the field of Internet Programming.

Data Analysis

Bachelor of Digital Science, Universiti Brunei Darussalam, Digital Science, 2024

Students will learn the latest technologies, including Tableau, Python, and R.

C++

open, GitHub.io, 2024

This course is to become familar with C++.

ECE 4805 MDE

B.S. Computer Engineering and B.S. Electrical Engineering, McBryde 100, 2024

Major Design Experience (MDE) provides ECE undergraduate students an “industry-like” experience that includes technical, business, and professional skill development; and a realistic first engineering team experience, at scale and in context, in a safe environment, to learn, grow, and thrive.

ECE 3574 Applied Software Design

B.S. Computer Engineering and B.S. Electrical Engineering, SEITZ 300, 2024

An introduction to applied software design methods for writing efficient, reusable, and modular C++ programs. Prerequisites: 2574 with a C- or better. (3H, 3C)

ECE 3564 Introduction to Computer Networking

B.S. Computer Engineering and B.S. Electrical Engineering, ECE, 2025

Explore the fundamentals of computer networking with a focus on Internet architecture, protocols, addressing, routing, and wireless technologies, covering key layers and concepts essential to modern communication systems. Prerequisites: ECE 2544, ECE 2714 (3H, 3C)