As the web evolves even faster than expected, the exponential growth of data becomes overwhelming. Textual data is being generated …

Achieving high software quality today involves manual analysis, test planning, documentation of testing strategy and test cases, and development of …

Today, IT performance plays a critical factor in the success of a business. As more and more industries are involved …

Alzheimer‘s Diseases (AD) is an irreversible and progressive neurodegenerative disorder whose manifestations include memory loss, confusion, and cognitive impairment that …

Concurrency bugs are extremely hard to detect due to huge interleaving space. They are happening in the real world more …

Large quantities of high-level radioactive waste were generated during WWII. This waste is being stored in facilities such as double-shell …

Automatic understanding of stories is a long-held goal of artificial intelligence and natural language processing research communities. Stories explain the …

The dissertation addresses the research topics of machine learning outlined below. We developed the theory about traditional first-order algorithms from …