Section · Conferences & Journals
Complete Scholarly Publications Timeline
A Google Scholar–verified record of peer-reviewed journal articles and conference papers spanning Enterprise Resource Planning, applied AI, large language models, fraud detection, and cross-modal sensing. Descriptions are paraphrased summaries, not quotations.
2021
1 work- 01Journal
Cross-Modal Extrinsic Calibration of LiDAR and RGB Cameras Using Compact Planar Targets and Joint Geometric Optimization
Journal of Information Systems Engineering and Management (JISEM), 6(3) — Received Aug 1, 2021 · Accepted Sept 28, 2021
Proposes a low-cost way to align LiDAR and camera sensors using small checkerboard-style targets instead of bulky calibration rigs, aimed at robotics and autonomous-vehicle applications.
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2024
3 works- 02Journal
A Multi-Agent System for Extracting and Querying Financial Documents
IJNREFM, Vol 2, Issue 5, Sep–Oct 2024
Describes a pipeline of cooperating AI agents that read financial filings (10-Ks, invoices, statements), pull out structured facts, and answer questions about them with traceable citations.
Read paper - 03Journal
The Impact of Artificial Intelligence on Accounting Practices
IJNREFM, Vol 2, Issue 6, Nov–Dec 2024
Surveys how AI/ML and generative AI are changing accounting workflows (AP/AR, close, tax, audit) and proposes a governance framework for using AI safely in financial controls.
Read paper - 04Journal
A Retrieval-Augmented Multi-Agent System for Financial Statement Analysis
Journal of Computational Analysis and Applications (JoCAAA), 33(6), pp. 3032–3041 — published June 20, 2024
Combines retrieval-augmented generation with multiple specialized AI agents to analyze corporate financial statements more accurately and transparently than a single LLM alone.
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2025
11 works- 05Journal
ERP Post-implementation Challenges and Solutions
IJSRET, Vol 11, Issue 1, Jan–Feb 2025
Reviews recurring problems companies face after go-live on ERP systems and summarizes best practices for change management, data quality, and vendor partnerships to resolve them.
Read paper - 06Journal
Critical Success Factors for ERP Implementation
International Journal of Engineering & Scientific Research (IJESR), Vol 13, Issue 4, April 2025
A literature review identifying the factors (change management, executive sponsorship, data governance, risk planning) most associated with successful ERP rollouts.
Read paper - 07Journal
Essential Strategic Factors for Ensuring a Successful ERP Implementation
Scholars Journal of Engineering and Technology (SJET), Vol 13, Issue 3, pp. 163–167 — published March 19, 2025
A closely related but distinct paper, going deeper into technical execution factors (system architecture, data migration, QA) alongside the organizational ones.
Read paper - 08Journal
Comparative Analysis of Generic and Specialized Natural Language Processing Models Using Prompt Engineering
IJSRET, Vol 11, Issue 4, Jul–Aug 2025
Tests whether prompting alone can let general-purpose models (GPT, BERT) match domain-specific models (BioBERT, FinBERT) in healthcare, finance, and legal tasks — finds specialized models still win on precision-critical work.
Read paper - 09Journal
Recurrent Neural Networks in Complex Finance Applications
IJSRET, Vol 11, Issue 4, Jul–Aug 2025
Surveys how RNNs/LSTMs/GRUs are used in trading, credit risk, fraud detection, and portfolio optimization, with case studies on their strengths and limitations.
Read paper - 10Journal
Evolution of a Neural Network in ERP Implementations
IJSRET, Vol 11, Issue 4, Jul–Aug 2025
Traces how neural networks have been progressively integrated into ERP systems, from early forecasting bolt-ons to today's AI-native platforms, with case studies on SAP, Oracle, and Microsoft Dynamics.
Read paper - 11Journal
Crowdsource Activity as Applications of Neural Networks
IJSRET, Vol 11, Issue 4, Jul–Aug 2025
Explores how neural networks improve crowdsourcing platforms — validating annotations, predicting worker reliability, and personalizing task assignment.
Read paper - 12Journal
Retrieval-Augmented Generation and Hallucination in Large Language Models: A Scholarly Overview
SJET, Vol 13, Issue 5, pp. 328–330 — published May 19, 2025
Explains why LLMs hallucinate and how retrieval-augmented generation (grounding responses in external documents) helps reduce the problem.
Read paper - 13Conference
“AI Cancers”: Systemic Limitations Threatening the Integrity of Artificial Intelligence
IJSET · presented at ICSEMT 2025, Sept 29–30, 2025
Uses a “cancer” metaphor to categorize systemic AI flaws (bias, hallucination, goal misalignment, data poisoning, lack of explainability) and surveys emerging detection/containment strategies.
Read paper - 14JournalAwaiting publication & indexing
Artificial Intelligence in ERP Inventory Management: Transforming Supply Chain Agility and Efficiency
IJSET-associated
Case-study-driven paper on how AI improves demand forecasting and stock optimization in ERP inventory modules, using Zara, Amazon, and healthcare examples.
- 15Working PaperAwaiting publication & indexing
Cross-Modal Learning Between LiDAR and RGB for Smart Fleet Systems
Working paper · dated Nov 2025
Surveys LiDAR–camera sensor fusion methods (PointPainting, BEVFusion, TransFusion) and proposes a fleet-specific deployment framework robust to sensor dropouts.
2026
5 works- 16ConferenceAwaiting publication & indexing
Soft Computing Models for Fraudulent Transactions Prediction Using Multi-Objective Optimization
IEEE conference paper, Jan 2026 · co-authored
Combines deep learning (dual-attention UNet) with multi-objective optimization to detect fraudulent e-commerce transactions with high accuracy.
- 17ConferenceAwaiting publication & indexing
Optimal Deep Belief Network for Online Banking Fraud Detection on Digital Financial Services
IEEE conference paper, Jan 2026 · co-authored
Proposes a refined UNet + deep belief network pipeline for detecting online banking fraud, tested on public fraud datasets.
- 18ConferenceAwaiting publication & indexing
Cross-Modal Extrinsic Calibration of LiDAR and RGB Cameras (re-presented)
FET'26, University of Bahrain, April 22–23, 2026 (online)
Re-presentation of the 2021 JISEM paper (item 1) at an international engineering & technology forum.
- 19Conference🏆 Best Research Paper AwardAwaiting publication & indexing
Fail-safe Autonomy: Detecting and Preventing Silent Failures in Clinical Agentic AI
IEEE TIC 2026, Kuala Lumpur, June 5–6, 2026 · co-authored
Proposes an autonomous AI workflow to catch “silent failures” in clinical decision-support systems before they cause patient harm, validated on real clinical notes.
- 20ConferenceAwaiting publication & indexing
High-Performance Fraud Detection Using Tree-Based Ensembles with SMOTE: An Optimized RF-XGBoost Framework
IEEE TIC 2026 conference paper · co-authored
Uses Random Forest and XGBoost with SMOTE oversampling to detect credit card fraud in highly imbalanced datasets, reporting near-perfect accuracy.