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Empirical Evidence of the Consequences of Bad Smells in Software
(2022-03-08)
A “smell” is a property of software source code that indicates a deeper problem. Smells do not necessarily affect the code at the immediate point in time but are thought to cause problems during a later phase of the ...
Physical Layer Approach to Secure Visible Light Communication and Sensing
(2022-04-15)
Visible Light (VL) is a wireless technology that uses visible light (400 ~ 790 THz) as the medium to transmit information (i.e., visible light communication or VLC) or sense user's activities (i.e., visible light sensing ...
Using V2X and reinforcement learning to improve autonomous vehicles algorithms with CARLA
(2022-04-26)
Autonomous vehicles (AV) or cars of the future are only growing in popularity. However, there is a reported lack of trust in these AV. According to a recent survey conducted by the AAA automotive group on understanding ...
Defense Against the Adversarial Arts: Applying Green Team Evaluations to Harden Machine Learning Algorithms from Adversarial Attacks
(2022-04-28)
Machine Learning permeates all facets of our lives today. Given these models are trusted to make important determinations in our lives like credit decisions, how susceptible are those models to attacks? Adversarial machine ...
Understanding Long Covid-19 Patterns in Pediatric Patients using Network Analytics
(2022-04-27)
COVID-19 has had a long-term impact on the quality of life, work, and society by manifesting in the form of Long COVID. Long COVID is relatively less understood condition due to its recency. The challenge is even greater ...
Improving Programming Productivity with Statistical Models
(2022-04-26)
Modern applications often need to have very short time-to-market and upgrade cycles, and thus, short development time. To address this requirement, application developers often rely heavily on API frameworks and libraries ...
The Effects of Genetic-based and Swarm Intelligence-based Feature Selection on Adversarial Author Identification
(2022-04-25)
Within the realm of author identification, where researchers work to classify writing samples by author, researchers are using more and diverse feature sets to try to improve classification accuracy. From a computational ...
Towards Trustworthy Decision-Making in Human-Machine Symbiosis
(2022-05-02)
As artificial intelligence (AI) evolves, it becomes an integral part of our daily lives.
To augment our effectiveness, human-machine symbiosis enables both humans and AI systems to offer different yet complementary ...
Evolutionary Computation and Machine Learning for Fake News Detection
(2022-05-06)
Misinformation or fake news has a history of being weaponized in order to deceive or mislead a target audience. Presently, the ease of generation, dissemination, and effects that are achievable by leveraging fake news makes ...
Spatial Intelligence - Route Prediction and Planning Base on Geospatial Information
(2022-05-10)
With the advances in localization techniques and popularity of mobile devices, Spatial Intelligence penetrated people's lives. What is Spatial Intelligence? It is 1) able to provide “smart” and intelligent services to ...