Track Categories
The track category is the heading under which your abstract will be reviewed and later published in the conference printed matters if accepted. During the submission process, you will be asked to select one track category for your abstract.
Data Science is related to more than one branch of knowledge hence it belongs to an interdisciplinary field. Data Science is associated with big data, machine learning, and data mining. Data science is an idea to merge statistics, informatics, and data analysis with the aim of analyzing a given phenomenon with the data.
Recent research updates: Sarah Fecht from Earth Institute at Columbia University stated that a new dataset could aid climate justice research.
Artificial Intelligence is referred to as the recreation of human intelligence in machines. With AI machines are programmed to think like humans and imitate their actions. Artificial Intelligence is widely known for providing personalized recommendations to humans based on their previous online activities. Artificial Intelligence is a division of computer science that deals with algorithms.
Recent research updates: A team led by Matthew Robert Bennet and Marcin Budka trained AI to recognize footprints. They also mentioned it won’t replace forensic experts yet.
Internet of things is the modern catchword in the technical domain. Internet of Things is a network of physical objects embedded with sensors and software. Internet of Things has the ability to transmit data over a network without any interaction between human to computer or computer to computer.
Recent research updates: Chinese Academy of Sciences has come up with research about Nanostructure-based lasers for information and communication technologies using Internet of things.
Data Science and Machine learning are the very trending scientific terms right now. Machine learning is referred to as a bunch of techniques practices by data scientists so that computers can learn from the data. This strategy produces outcomes without explicitly programming.
Recent research updates: Andrea Elyse Messer from Pennsylvania State University has found that Remote-sensing and machine learning can reveal Archaic shell rings.
Robotics is a branch of Artificial Intelligence. Robotics is composed of electrical, mechanical, and computer science engineering. Robots were designed to replace manpower with machines. The key factor for the research and development of robots is artificial intelligence.
Recent research updates: Worker robots with personalities to be produced by Google.
Deep learning is a function of Machine Learning and Artificial Intelligence. Deep learning processes data similar to the working of the human brain and creates a pattern that is used in making decisions. Deep learning is a major component of data science which includes predictive modelling and statistics.
Recent research updates: X-ray data can be visualized in three dimensions (3D) using deep learning methods
Artificial Neural Network is a subdivision of Machine Learning and Deep Learning is a subsection of Artificial Neural Network. ANN is used for modelling and predicting the output values based on the input given from their training values.
Recent research updates: Brain connectivity can build better AI. Artificial Neural Networks modelled on real brains can perform cognitive tasks
Data Science and Image processing together play a vital role in the field of health care. It is a phenomenon to manipulate an image in order to extract features in it. Medical-imaging, surveillance, automotive safety, and image segmentation are some of the applications of image processing in data science.
Latest research updates: NASA performs field test of 3D imaging system for descent landing
Analyzing data using qualitative and quantitative techniques in order to look for trends and patterns in the data is termed Data Analytics. Informatics is the application of that information.
Recent research updates: Materials informatics reveals new class of super-hard alloys
Modeling problems geographically and deriving the results by computer processing is known as spatial data analysis. Whereas ,multivariate analysis deals with statistical analysis of data which contains more than one dependent variable.
Data Science plays a major role in predicting the onset of disease. Data Scientists using big data can ease advances in medical biotechnology. Data Science utilizes genome sequence factors in predicting disease. A wellness app can be made where the user will be alerted if particular food or activity leads to an increase in the risk of certain diseases
Cyber security is the process of preventing digital attacks in order to protect the privacy of data. In the year 2020, the average cost of a data breach was 3.86 US dollars globally. Cyber security includes network security, application security, cloud security, information security, and many more.