Search Results for author: Mohammad Izadi

Found 6 papers, 2 papers with code

Knowledge Distillation on Spatial-Temporal Graph Convolutional Network for Traffic Prediction

no code implementations22 Jan 2024 Mohammad Izadi, Mehran Safayani, Abdolreza Mirzaei

Recognizing the significance of timely prediction due to the dynamic nature of real-time data, we employ knowledge distillation (KD) as a solution to enhance the execution time of ST-GNNs for traffic prediction.

Knowledge Distillation Traffic Prediction

Stateless and Rule-Based Verification For Compliance Checking Applications

no code implementations14 Apr 2022 Mohammad Reza Besharati, Mohammad Izadi, Ehsaneddin Asgari

Both of deductive and model checking verification techniques are relying on a notion of state and as a result, their underlying computational models are state dependent.

Formal Logic

SELM: Software Engineering of Machine Learning Models

no code implementations20 Mar 2021 Nafiseh Jafari, Mohammad Reza Besharati, Mohammad Izadi, Maryam Hourali

In this article, we present a SELM framework for Software Engineering of machine Learning Models.

BIG-bench Machine Learning

Phishing Detection Using Machine Learning Techniques

2 code implementations20 Sep 2020 Vahid Shahrivari, Mohammad Mahdi Darabi, Mohammad Izadi

One of the most successful methods for detecting these malicious activities is Machine Learning.

BIG-bench Machine Learning

A Deep Learning-Based Approach for Measuring the Domain Similarity of Persian Texts

1 code implementation12 Sep 2019 Hossein Keshavarz, Shohreh Tabatabayi Seifi, Mohammad Izadi

We generated a significant number of paired texts from this dataset and assigned each pair a score from 0 to 3, which demonstrates the degree of similarity between the domains of the pair.

DAST Model: Deciding About Semantic Complexity of a Text

no code implementations24 Aug 2019 MohammadReza Besharati, Mohammad Izadi

DAST proposes an intuitionistic approach to semantics that lets us have a well-defined model for the semantics of a text and its complexity: semantic is considered as a lattice of intuitions and, as a result, semantic complexity is defined as the result of a calculation on this lattice.

Common Sense Reasoning

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