Md. Nasim Adnan

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 16

Top Topics

Ensemble Learning

Prediction Accuracy

Genetic Algorithm

Top Venues

Knowl. Based Syst.

Publications

Ryan H. L. Ip, Michael Bewong, Md. Nasim Adnan, Md Zahidul Islam
Estimating the structural diversity introduced by decision forest algorithms : A probabilistic approach. Knowl. Based Syst. 286 (2024)
Md. Nasim Adnan
Exploration of Stochastic Selection of Splitting Attributes as a Source of Inducing Diversity. ADMA (5) (2023)
Prothama Sardar, Romana Rahman Ema, Sk. Shalauddin Kabir, Md. Nasim Adnan, Syed Md. Galib
Severity Stage Identification and Pest Detection of Tomato Disease Using Deep Learning. Int. J. Comput. 22 (2) (2023)
Md Apu Hosen, Shahadat Hoshen Moz, Md. Nasim Adnan
An Innovative Two-way Recommender System for Students and Teachers. ICCCNT (2023)
Mustain Billah, Md. Mynoddin, Mostafijur Rahman Akhond, Md. Nasim Adnan, Syed Md. Galib, Rizwanur Rahad, M. Nurujjaman Khan
A Systematic Study and Analysis of Bengali Folklore with Natural Language Processing Systems. CoRR (2022)
Md. Nasim Adnan
On Reducing the Bias of Random Forest. ADMA (2) (2022)
Mustain Billah, Md. Nasim Adnan, Mostafijur Rahman Akhond, Romana Rahman Ema, Md. Alam Hossain, Syed Md. Galib
Rainfall prediction system for Bangladesh using long short-term memory. Open Comput. Sci. 12 (1) (2022)
Md. Nasim Adnan, Ryan H. L. Ip, Michael Bewong, Md Zahidul Islam
: A new decision forest algorithm. Inf. Sci. 569 (2021)
Abu Sadat Mohammed Yasin, Md. Majharul Haque, Md. Nasim Adnan, Sonia Rahnuma, Anowar Hossain, Kallol Naha, Mohammod Akbar Kabir, Francesc Serratosa
Localization of Autonomous Robot in an Urban Area Based on SURF Feature Extraction of Images. Int. J. Technol. Diffusion 11 (4) (2020)
Md. Nasim Adnan, Md Zahidul Islam, Md. Mostofa Akbar
On Improving the Prediction Accuracy of a Decision Tree Using Genetic Algorithm. ADMA (2018)
Md. Nasim Adnan, Md Zahidul Islam
ForEx++: A New Framework for Knowledge Discovery from Decision Forests. Australas. J. Inf. Syst. 21 (2017)
Md. Nasim Adnan, Md Zahidul Islam
Effects of Dynamic Subspacing in Random Forest. ADMA (2017)
Md. Nasim Adnan, Md Zahidul Islam
Forest PA: Constructing a decision forest by penalizing attributes used in previous trees. Expert Syst. Appl. 89 (2017)
Md. Nasim Adnan, Md Zahidul Islam
Optimizing the number of trees in a decision forest to discover a subforest with high ensemble accuracy using a genetic algorithm. Knowl. Based Syst. 110 (2016)
Md. Nasim Adnan, Md Zahidul Islam
Forest CERN: A New Decision Forest Building Technique. PAKDD (1) (2016)
Md. Nasim Adnan, Md Zahidul Islam
On Improving Random Forest for Hard-to-Classify Records. ADMA (2016)
Md. Nasim Adnan, Md Zahidul Islam
One-vs-all binarization technique in the context of random forest. ESANN (2015)
Md. Nasim Adnan, Md Zahidul Islam
Complement Random Forest. AusDM (2015)
Md. Nasim Adnan, Md Zahidul Islam
Improving the random forest algorithm by randomly varying the size of the bootstrap samples for low dimensional data sets. ESANN (2015)
Md. Nasim Adnan
On Dynamic Selection of Subspace for Random Forest. ADMA (2014)
Md. Nasim Adnan, Md Zahidul Islam, Paul Wing Hing Kwan
Extended Space Decision Tree. ICMLC (CCIS volume) (2014)
Md. Nasim Adnan
Improving the random forest algorithm by randomly varying the size of the bootstrap samples. IRI (2014)
Ahmed Mehedi Nizam, Md. Nasim Adnan, Md. Rashedul Islam, Mohammad Akbar Kabir
Properties of Stochastic Kronecker Graph CoRR (2012)
Md. Rafiqul Islam, Md. Nasim Adnan, Md. Nur Islam, Shohorab Hossen
A new external sorting algorithm with no additional disk space. Inf. Process. Lett. 86 (5) (2003)