output
20142025
most citedData transformation based optimized customer churn prediction model for the telecommunication industry

47 citations

9 papers

cs.LG2025★ 10 cited

Quantum Machine Learning for Image Classification: A Hybrid Model of Residual Network with Quantum Support Vector Machine

Md. Farhan Shahriyar, Gazi Tanbhir, Abdullah Md Raihan Chy

Recently, there has been growing attention on combining quantum machine learning (QML) with classical deep learning approaches, as computational techniques are key to improving the…

cs.CR2025★ 5 cited

Low latency FPGA implementation of twisted Edward curve cryptography hardware accelerator over prime field

Md Rownak Hossain, Md Sazedur Rahman, Kh Shahriya Zaman +5

The performance of any elliptic curve cryptography hardware accelerator significantly relies on the efficiency of the underlying point multiplication (PM) architecture. This articl…

cs.CL2024★ 14 cited

Pre-Trained Language Models for Keyphrase Prediction: A Review

Muhammad Umair, Tangina Sultana, Young-Koo Lee

Keyphrase Prediction (KP) is essential for identifying keyphrases in a document that can summarize its content. However, recent Natural Language Processing (NLP) advances have deve…

physics.optics2024★ 1 cited

Characterization of Visible Range Gain in Praseodymium Doped Fiber Amplifier

Nasrin Sultana, Md. Abubakar Siddik

In the optical (380-700 nm) region, a simulation study was conducted to assess the low-signal gain, power conversion efficiency (PCE), and optical output power of a praseodymium-do…

cs.NI2024

Effects Investigation of MAC and PHY Layer Parameters on the Performance of IEEE 802.15.6 CSMA/CA

Md. Abubakar Siddik, Most. Anju Ara Hasi, Md. Rajiul Islam +1

The recently released IEEE 802.15.6 standard specifies several physical (PHY) layer and medium access control (MAC) layer protocols for variety of medical and non-medical applicati…

cs.CL2022★ 6 cited

Textual Entailment Recognition with Semantic Features from Empirical Text Representation

Md Shajalal, Md Atabuzzaman, Maksuda Bilkis Baby +2

Textual entailment recognition is one of the basic natural language understanding(NLU) tasks. Understanding the meaning of sentences is a prerequisite before applying any natural l…

cs.CV2022★ 18 cited

A Classical Approach to Handcrafted Feature Extraction Techniques for Bangla Handwritten Digit Recognition

Md. Ferdous Wahid, Md. Fahim Shahriar, Md. Shohanur Islam Sobuj

Bangla Handwritten Digit recognition is a significant step forward in the development of Bangla OCR. However, intricate shape, structural likeness and distinctive composition style…

cs.LG2022★ 47 cited

Data transformation based optimized customer churn prediction model for the telecommunication industry

Joydeb Kumar Sana, Mohammad Zoynul Abedin, M. Sohel Rahman +1

Data transformation (DT) is a process that transfers the original data into a form which supports a particular classification algorithm and helps to analyze the data for a special…

cs.DB2014★ 1 cited

High speed data retrieval from national data center (ndc) reducing time and ignoring spelling error in search key based on double metaphone algorithm

Md. Palash Uddin, Ashfaque Ahmed, Md. Delowar Hossain +2

Fast and efficient data management is one of the demanding technologies of todays aspect. This paper proposes a system which makes the working procedures of present manual system o…