Volume 13 (2025)
Volume 12 (2024)
Volume 11 (2023)
Volume 10 (2022)
Volume 9 (2021)
Volume 8 (2020)
Volume 7 (2019)
Volume 6 (2018)
Volume 5 (2017)
Volume 4 (2016)
Volume 3 (2015)
Volume 2 (2014)
Volume 1 (2013)
H.3.8. Natural Language Processing
ClusQPP: A Clustering-Based Framework for Query Performance Prediction

Mozhgan Akaberi; Maryam Khodabakhsh; Seyedehfatemeh Karimi; Hoda Mashayekhi

Volume 13, Issue 3 , July 2025, , Pages 321-336

https://doi.org/10.22044/jadm.2025.15835.2698

Abstract
  The exponential growth of digital information has increased the demand for robust and efficient Information Retrieval (IR) systems. Query Performance Prediction (QPP) is a critical task for identifying difficult queries and enhancing retrieval strategies. However, existing QPP methods suffer from several ...  Read More

Learning a Nonlinear Combination of Generalized Heterogeneous Classifiers

M. Rahimi; A. A. Taheri; H. Mashayekhi

Volume 11, Issue 1 , January 2023, , Pages 77-93

https://doi.org/10.22044/jadm.2022.12403.2387

Abstract
  Finding an effective way to combine the base learners is an essential part of constructing a heterogeneous ensemble of classifiers. In this paper, we propose a framework for heterogeneous ensembles, which investigates using an artificial neural network to learn a nonlinear combination of the base classifiers. ...  Read More

H.3.12. Distributed Artificial Intelligence
A topology control algorithm for autonomous underwater robots in three-dimensional space using PSO

Z. Amiri; A. Pouyan; H Mashayekhi

Volume 3, Issue 2 , July 2015, , Pages 191-201

https://doi.org/10.5829/idosi.JAIDM.2015.03.02.08

Abstract
  Recently, data collection from seabed by means of underwater wireless sensor networks (UWSN) has attracted considerable attention. Autonomous underwater vehicles (AUVs) are increasingly used as UWSNs in underwater missions. Events and environmental parameters in underwater regions have a stochastic nature. ...  Read More