Computational Intelligence and Machine Learning: Proceedings of the 7th International Conference on Advanced Computing, Networking, and Informatics (ICACNI 2019)

Computational intelligence becomes especially compelling when its methods meet very different real-world problems. This conference-proceedings volume brings together research from ICACNI 2019, ranging from neural-network applications and language analysis to robotics, environmental forecasting, and digital media.

Rather than presenting one unified textbook narrative, the collection offers a varied view of how researchers apply intelligent computing techniques across disciplines. Readers can follow a particular area of interest or use the breadth of the papers to discover connections between methods and applications.

Research across methods and applications

The contributions cover topics including neural networks, deep learning, genetic algorithms, natural language processing, image analysis, and networking. Examples include CNN-based detection of malaria parasites in blood-smear images, air-pollution prediction, sarcasm and sentiment analysis, and document-similarity techniques for linking news stories.

From intelligent algorithms to practical problems

Other papers address the formation of straight lines by swarm robots, queue scheduling for heterogeneous traffic, cardiac action-potential simulation, and the use of watermarking to track digital entertainment content. Together, these studies show the range of settings in which computational intelligence and machine learning are investigated, from data-driven analysis to systems and media applications.

A collection for computing researchers and students

Because each contribution addresses its own research question, the volume is suited to readers who want to explore specific topics as well as those surveying current approaches across advanced computing, networking, and informatics. Researchers, practitioners, and students in related disciplines will find a broad set of studies to consult and compare.

Explore the breadth of ICACNI 2019

For readers interested in how machine-learning and computational-intelligence methods are applied across distinct fields, these proceedings provide a substantial, multi-topic research collection.