Search Results for author: Michalis Faloutsos

Found 8 papers, 2 papers with code

WIBA: What Is Being Argued? A Comprehensive Approach to Argument Mining

1 code implementation1 May 2024 Arman Irani, Ju Yeon Park, Kevin Esterling, Michalis Faloutsos

First, we develop and release an Argument Detection model that can classify a piece of text as an argument with an F1 score between 79% and 86% on three different benchmark datasets.

Argument Mining Language Modelling +3

Repo2Vec: A Comprehensive Embedding Approach for Determining Repository Similarity

no code implementations11 Jul 2021 Md Omar Faruk Rokon, Pei Yan, Risul Islam, Michalis Faloutsos

Determiningrepository similarity is an essential building block in studying the dynamics and the evolution of such software ecosystems.

Mobility Map Inference from Thermal Modeling of a Building

no code implementations14 Nov 2020 Risul Islam, Andrey Lokhov, Nathan Lemons, Michalis Faloutsos

In the absence of a complete data set with mobility map, room and ambient temperatures, and HVAC data in the public domain, we simulate a physics-based thermal model of the rooms in a building and evaluate the performance of our inference algorithm on this simulated data.

Management

TenFor: A Tensor-Based Tool to Extract Interesting Events from Security Forums

1 code implementation14 Nov 2020 Risul Islam, Md Omar Faruk Rokon, Evangelos E. Papalexakis, Michalis Faloutsos

Our approach and our platform constitute an important step towards detecting activities of interest from a forum in an unsupervised learning fashion in practice.

Clustering

HackerScope: The Dynamics of a Massive Hacker Online Ecosystem

no code implementations14 Nov 2020 Risul Islam, Md Omar Faruk Rokon, Ahmad Darki, Michalis Faloutsos

Apart from online forums, this footprint appears in software development platforms, where authors create publicly-accessible malware repositories to share and collaborate.

RIPEx: Extracting malicious IP addresses from security forums using cross-forum learning

no code implementations13 Apr 2018 Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos

We propose RIPEx, a systematic approach to identify and label IP addresses in security forums by utilizing a cross-forum learning method.

Transfer Learning

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