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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Ganesh Gautam

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Open access 2026

Verifiable Legal Contract Question Answering Using Natural Language Inference Grounding and Knowledge Graphs

Legal contract analysis is a critical yet labor-intensive process in the legal and business domains where precise interpretation of complex contractual language is required. Existing approaches to automated legal question answering (QA) suffer from hallucination, lack of verifiability, and inability to provide traceabl...

Ganesh Gautam, Prabin Adhikari, Nirajan Sah et al. · 0 citations
Open access Aug 2026

Machine Learning-Based Malware Detection: A Comparative Study of Random Forest, Decision Tree, KNN, and Linear SVM

Random Forest achieves the highest performance with a test accuracy of 96.3%, F1-score of 0.947, and AUC of 0.993, establishing it as the optimal algorithm for static malware detection tasks and establishing it as the optimal algorithm for static malware detection tasks.

Umesh Balami, Ganesh Gautam, Gajendra Sharma · 0 citations

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