Publications

Submiited

DRS: A Deduplicated Scheme in Redundant Storage for Cloud with Client-side Data Encryption

S Ahmed, M Nahiduzzaman, T Islam, FH Bappy, and K Hasan
Submiited To: IEEE ICC2023

Bangla Handwritten Character Recognition using Deep Convolutional Neural Network for multi-label image annotation

S Ahmed, N Jahan, MBT Noor, MA Yousuf
Submiited To: Pattern Recognition and Image Analysis, Springer

A Multimodal Autism Spectrum Disorder (ASD) Dataset

S Ahmed, M Hossain, SB Nur, M Shamim Kaiser
Submiited To: Data in Brief, Elsevier

Towards Machine Learning-based Autism Spectrum Detection and Management Using Multimodal Data

S Ahmed, M Hossain, SB Nur, M Shamim Kaiser, M Mahmud
Submiited To: IEEE Transactions on Medical Imaging

Comprehensive Analysis of Nature-Inspired Algorithms for Parkinson’s Disease Diagnosis

S Shafiq, S Ahmed, M Shamim Kaiser, M Mahmud, Md. Shahadat Hossain, K Andersson
Submiited To: IEEE ACCESS

MRI Classification and Segmentation for Brain Tumor Using Convolutional Neural Network and U-Net

A Luna, S Ahmed, N Nosheen, MA Yousuf
Submiited To: IEEE ACCESS

Published

Experience

Research Associate

(2022 - PRESENT)

King Abdulaziz University

Research conducting on depression analysis as well as multimodal detection in an online automated test environment. The goal of this research is to combine known symptoms, and then compress them into a web application which can be used by anyone.

Research Assistant

(2021 - PRESENT)

Wazed Miah Science Research Centre Jahnagirnagar University

Working on the DIVERSASIA Project, funded by European Union. This project aims to making accessible HE OERs (Open Education Resources) and MOOCs (Massive Open Online Courses), and personalisation using AI (Artificial Intelligence)

Teaching Assistant

(2019 - 2022)

Institute of Information Technology, Jahangirnagar University

Assess more than 300 students of 7 courses. Taken Electronics & Electrical Circuit, electronic devices and circuit & Digital Logic Design Courses with labworks

Trainer

(2019 - PRESENT)

CP Community, IIT, JU

I have trained juniors on Algorithms and Data Structures, coordinated weekly contests and arranged problem solving classes.

Extracurricular Activities

IEEE Student Branch, Jahangirnagar University
  • Chairperson (2021 - PRESENT)
  • Vice Chair (2019 - 2021)
  • Joint Secretary (2018 - 2019)
TCCE 2020,2021 Conference
  • Graphics & Promotion Lead
BI2021,BI2022 Conference
  • Organizing Committee member

Research

Byzantine Fault Tolerant Federated Learning for Machine-to-Machine Communication: A Smart City Vehicular Network

A common conception of smart vehicular and transportation system is to create a fault tolerant pair to pair network among the vehicles in communication range such that they can share information about traffic, road conditions, and many more.

Taking All the Factors We Need: A Multimodal Depression Classification with Uncertainty Approximation

Depression and Anxiety are surprisingly common but generally overlooked mental illness, where more than 5% of total population is thought to suffer from the disease. It's also the major factor behind sucide which is fourth Common reason for death among youngsters

Microchain: A Dicentralized Ledger Technology with distributed hash tree and proof of consistency

Each node keeps a record of all the events (transactions + votes) it has received It assigns a trust score to other nodes based on this history and the transitive gossip received

Machine Learning Classification Assumption by Adaptive Threshold and Multilabel

Hierarchical Neural Transfer Learning and Object Classification

Polycystic Ovary Syndrome: A case study for cause and cure analyses in modern lifestyle

Projects

A Comparison in AC Compressor Control System using Adaptive Neuro Fuzzy Inference System and Artificial Neural Network with specific area based IoT sensor data to measure the lifespan of compressor.

Train adaptive neuro-fuzzy inference system or (ANFIS) using different membership function and cluster data. Train Artificial Neural Network (ANN) using created dataset.

A Deep Learning Method for Detecting synthetic contemporary cyber Attack behaviours convolutional neural network

On UNSW-NB15, which is a network intrusion dataset. It contains nine different attacks, including DoS, worms, Backdoors, and Fuzzers. In addition, the dataset comprises raw network packets.

A K-means Clustering Using Different Distance Measure Technique and Defining Inter Cluster Similarity."

A comparison k-means algorithms on synthetic data with alternative distance measure namely Distance Measurement: euclidean, squared euclidean, manhattan, chebyshev, canberra, chi-square

INTRUSION DETECTION SYSTEM IN SMART CITIES

A LSTM based intrusion detection system which can detect attacks like Brute Force FTP, Brute Force SSH, DoS, DDoS, Heartbleed, Web Attack etc.

CP TRACKER: A COMPETITIVE PROGRAMMER’S TOOL

CP Tracker is a website that keeps track of a user's problem-solving progress. There are problems, contests of several online judges, and a leaderboard available

Water Quality & Consumption Monitoring Dashboard

IoT based water metering and usages informtaion . Collects metering & quality information from the water source inlets ( designed to be compatable with existing distribution system of Dhaka WASA. A project funded by world bank

Achievements

2nd Runners Up

(IEEEXtreme 14.0 - 2020, Jahangirnagar University, Bangladesh), Team- JuPsychosocial

2nd Runners Up

(IEEEXtreme 13.0 - 2019, Jahangirnagar University, Bangladesh), Team-CGPAisProbabilistics

Top 9.1%

121th (ICPC Dhaka Regional 2020 Online Preliminary Contest), Team- JU_ Viva-La-Vida

Top 9.2%

178th (ACM ICPC Dhaka Regional Online Preliminary Contest, 2018), Team- JU_Maverick

Online Contest Rating

Codeforces Rating - 1618 (max)
Codechef Rating - 1720 (max)

Champion

Project Presentation, 2nd JUSC National Fest-2018, Dhaka,Bangladesh

5th Position

Line follower Race, Techinval18, KUET, Bangladesh

Winner

Logo Design Contest 2018, IEEE WIE AG JU SB

Winner

IIT Day Project Competition, 2019

Solved More Than 700 Programming Problems In Various Online Judges

Codeforces - 450 problems handle: 10_01
Codechef - 40 problems handle: s__s
UVa Online Judge - 60 problem handle: @_@, sabbir_iit
AtCoder - 50 problems handle: O_O1
LightOJ - 50 problems handle: sas114507