Samuel A. Ajila

49 papers B 8Misc 7Journal 12Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Pre-Connect Handover Management for 5G Networks Using Multi-Agent Deep Q-Networks. IEEE Access Yao Wei, Chung-Horng Lung, Samuel A. Ajila, Ricardo Paredes Cabrera
2024	B	`conf`	A Federated Learning Framework Based on Spatio-Temporal Agnostic Subsampling (STAS) for Forest Fire Prediction. COMPSAC Abdul Mutakabbir, Chung-Horng Lung, Samuel A. Ajila, Kshirasagar Naik, Marzia Zaman, Richard Purcell, Srinivas Sampalli, Thambirajah Ravichandran
2024	J	`jnl`	Understanding Defects in Generated Codes by Language Models. CoRR Ali Mohammadi Esfahani, Nafiseh Kahani, Samuel A. Ajila
2023	B	`conf`	Explainable Long-Term Forecasting of Air Pollution. IEEE Big Data Abdul Mutakabbir, Samuel A. Ajila
2023	—	`conf`	Forest Fire Prediction Using Multi-Source Deep Learning. BDTA Abdul Mutakabbir, Chung-Horng Lung, Samuel A. Ajila, Marzia Zaman, Kshirasagar Naik, Richard Purcell, Srinivas Sampalli
2023	B	`conf`	Spatio-Temporal Agnostic Deep Learning Modeling of Forest Fire Prediction Using Weather Data. COMPSAC Abdul Mutakabbir, Chung-Horng Lung, Samuel A. Ajila, Marzia Zaman, Kshirasagar Naik, Richard Purcell, Srinivas Sampalli
2022	Misc	`conf`	A Deep Learning Sequential-based Model for Predicting Victories in Video Games. IRI François Blanc, Azhar Syed, Ali Mohammadi Esfahani, Sandeep Reddy Venna, Samuel A. Ajila
2022	B	`conf`	A Semisupervised Approach to Predicting a Twitch Streamer's Growth based on the Game Streamed. IEEE Big Data Andrew Dybka, Dominic Kocjan, Samuel A. Ajila
2022	B	`conf`	Analysis of Airfare during Pandemic: A Multi-Agent Based Modeling Approach. IEEE Big Data Abdul Mutakabbir, Chung-Horng Lung, Samuel A. Ajila
2022	J	`jnl`	Analysis of error-based machine learning algorithms in network anomaly detection and categorization. Ann. des Télécommunications Samuel A. Ajila, Chung-Horng Lung, Anurag Das
2022	Misc	`conf`	Dynamic Packet Filtering Using Machine Learning. IRI Chandan Sai Chebrolu, Chung-Horng Lung, Samuel A. Ajila
2022	Misc	`conf`	Multilayer Meta-Learning Approach to Forecasting Air Pollutants. IRI Samuel A. Ajila
2022	B	`conf`	Using CNN-LSTM Model for Weather Forecasting. IEEE Big Data Michael Fan, Omar Imran, Arka Singh, Samuel A. Ajila
2021	Misc	`conf`	Evaluating Deep Neural Nets and Optimized Hyperparameters Random Forest for Decision Support Systems. IRI Samuel A. Ajila, Nidheesh Vijay
2021	—	`conf`	Forecasting Air Pollution using a Modified Compositional Learning Approach. IEEE BigData Samuel A. Ajila, Karthik Dilliraj
2020	—	`conf`	Increasing Prediction Accuracy for Human Activity Recognition Using Optimized Hyperparameters. IEEE BigData Niyati R. Darji, Samuel A. Ajila
2019	—	`conf`	A Comprehensive Analysis of Accuracies of Machine Learning Algorithms for Network Intrusion Detection. MLN Anurag Das, Samuel A. Ajila, Chung-Horng Lung
2019	J	`jnl`	Support mechanisms for cloud configuration using XML filtering techniques: A case study in SaaS. Future Gener. Comput. Syst. Yang Cao, Chung-Horng Lung, Samuel A. Ajila, Xiaolin Li
2018	—	`conf`	Hybrid Relabeled Model for Network Intrusion Detection. iThings/GreenCom/CPSCom/SmartData Bhumika Patel, Zaheenabanu Somani, Samuel A. Ajila, Chung-Horng Lung
2018	J	`jnl`	Using genetic algorithms to find optimal solution in a search space for a cloud predictive cost-driven decision maker. J. Cloud Comput. Ali Yadavar Nikravesh, Samuel A. Ajila, Chung-Horng Lung
2017	—	`conf`	An Adaptive Diversity-Based Ensemble Method for Binary Classification. COMPSAC (1) Xing Fan, Chung-Horng Lung, Samuel A. Ajila
2017	J	`jnl`	An autonomic prediction suite for cloud resource provisioning. J. Cloud Comput. Ali Yadavar Nikravesh, Samuel A. Ajila, Chung-Horng Lung
2017	—	`conf`	The Impact of Database Layer on Auto-Scaling Decisions in a 3-Tier Web Services Cloud Resource Provisioning. COMPSAC (2) Ali Yadavar Nikravesh, Samuel A. Ajila, Chung-Horng Lung
2016	—	`conf`	Empirical Investigation of Code and Process Metrics for Defect Prediction. BigMM Wenjing Han, Chung-Horng Lung, Samuel A. Ajila
2016	—	`conf`	Mobile Network Traffic Prediction Using MLP, MLPWD, and SVM. BigData Congress Ali Yadavar Nikravesh, Samuel A. Ajila, Chung-Horng Lung, Wayne Ding
2016	J	`jnl`	Nearby live virtual machine migration using cloudlets and multipath TCP. J. Cloud Comput. Fikirte Teka, Chung-Horng Lung, Samuel A. Ajila
2015	—	`conf`	Adaptive Clustering Techniques for Software Components and Architecture. COMPSAC Workshops Duo Liu, Chung-Horng Lung, Samuel A. Ajila
2015	—	`conf`	Constraint-Based Multi-Tenant SaaS Deployment Using Feature Modeling and XML Filtering Techniques. COMPSAC Workshops Yang Cao, Chung-Horng Lung, Samuel A. Ajila
2015	—	`conf`	Towards an Autonomic Auto-scaling Prediction System for Cloud Resource Provisioning. SEAMS@ICSE Ali Yadavar Nikravesh, Samuel A. Ajila, Chung-Horng Lung
2014	J	`jnl`	Aspectualization of code clones - an algorithmic approach. Inf. Syst. Frontiers Samuel A. Ajila, Angad S. Gakhar, Chung-Horng Lung
2014	—	`conf`	Cloud Resource Auto-scaling System Based on Hidden Markov Model (HMM). ICSC Ali Yadavar Nikravesh, Samuel A. Ajila, Chung-Horng Lung
2014	—	`conf`	Measuring Prediction Sensitivity of a Cloud Auto-scaling System. COMPSAC Workshops Ali Yadavar Nikravesh, Samuel A. Ajila, Chung-Horng Lung
2014	J	`jnl`	Measuring the performance of aspect oriented software: A case study of Leader/Followers and Half-Sync/Half-Async architectures. Inf. Syst. Frontiers Chung-Horng Lung, Samuel A. Ajila, Wen-Lin Liu
2013	B	`conf`	Cloud Client Prediction Models Using Machine Learning Techniques. COMPSAC Samuel A. Ajila, Akindele A. Bankole
2013	—	`conf`	Cloud Client Prediction Models for Cloud Resource Provisioning in a Multitier Web Application Environment. SOSE Akindele A. Bankole, Samuel A. Ajila
2013	—	`conf`	Design and implementation of experimental SPB network simulator on NS-3. CCECE Yoonsoon Chang, Samuel A. Ajila
2013	Misc	`conf`	Efficient live wide area VM migration with IP address change using type II hypervisor. IRI Samuel A. Ajila, Omhenimhen Iyamu
2013	—	`conf`	Predicting cloud resource provisioning using machine learning techniques. CCECE Akindele A. Bankole, Samuel A. Ajila
2013	B	`conf`	Software Requirements Elicitation - A Controlled Experiment to Measure the Impact of a Native Natural Language. COMPSAC Sajjad Mahmood, Samuel A. Ajila
2013	J	`jnl`	The Impact of Native Language on Use Case Modeling : A Controlled Experiment. J. Softw. Sajjad Mahmood, Samuel A. Ajila
2011	Misc	`conf`	E-CAL: A formal language for software model evolution. IRI Samuel A. Ajila
2011	Misc	`conf`	Mobile databases - Synchronization & conflict resolution strategies using SQL server. IRI Samuel A. Ajila, Ahmed Al-Asaad
2010	—	`conf`	Using Model Transformation Semantics for Aspect Composition. ICSC Samuel A. Ajila, Dorina C. Petriu, Pantanowitz Motshegwa
2009	—	`conf`	Using a Formal Language Constructs for Software Model Evolution. ICSC Samuel A. Ajila, Shahid Alam
2008	J	`jnl`	Evolution support mechanisms for software product line process. J. Syst. Softw. Samuel A. Ajila, Ali B. Kaba
2007	—	`conf`	Using Constraints with Action Language for Model Evolution. Software Engineering Research and Practice Shahid Alam, Samuel A. Ajila
2004	—	`conf`	Reverse Engineering C++ Software System - Starting From Code to Design Information and Design Patterns. CCCT (2) Samuel A. Ajila, Peng Xie
1995	—	`—`	Maintenance logicielle : analyse d'impact, problématique et mise en oeuvre. Samuel A. Ajila
1995	J	`jnl`	Software Maintenance: An Approach to Impact Analysis of Objects Change Softw. Pract. Exp. Samuel A. Ajila