Advances in Machine Learning and Natural Language Processing

EAI International Workshop on Advances in Machine Learning and Natural Language Processing

To be held at EAI PFSM 2021 conference, Portugal / online, on 24-26 November, 2021

Scope

In this smart planet Machine Learning and Natural Language Processing are the buzzwords whirling around all walks of life. Nowadays, machine learning and Natural Language Processing techniques and applications have become one of the sprightliest attention of current technology developments. In fact, machine learning and Natural language processing techniques have proved to have superhuman abilities in numerous fields such as self-driving cars, fraud detection, medical image classification, web-searches, image and speech recognition, email/spam filtering, pattern recognition, biometric systems, credit scores, ontologies, corpora, lexical databases, linguistic, sociolinguistic, psycholinguistic, historical and literary issues of the language and culture are powered by machine learning and Natural Language processing algorithms and are huge parts of our daily life. Systems like web search engines and Google Translate rely more and more on huge repositories of structured language data and levels of linguistic information automatically provided through Machine Learning and NLP tools.

Topics

This special session aims to bring together academic researchers, scholars, engineers, industrialists, and other professionals working towards scientific problems to address the aforementioned domains to exchange ideas on recent innovations trends in the research and applications of machine learning models and natural language processing technologies. It is expected that the exchanged ideas on recent research and future directions open the way for collaborative investigations towards discoveries and extensive enhancement of the cutting-edge technologies.

Topics of interest include, but are not limited to:

• Machine Learning models and applications
• Machine Learning and Information Retrieval
• Machine Learning for Web Navigation and Mining
• Machine Learning for Bioinformatics and Computational Biology
• Learning through Mobile Data Mining
• Text and Multimedia Mining through Machine Learning
• Image Analysis, Feature Extraction and Classification
• Anomaly detection through Machine Learning
• Theories and Models for Plausible Reasoning
• Computational Learning Theory
• Machine Translation, Crosslingual and Multilingual applications
• Natural Language Processing
• Information retrieval and extraction
• Social Media and Social Network Analysis
• Spoken Language Processing, Speech Generation and Recognition
• Sentiment analysis and classification.
• Text classification, summarization and compression
• Morphological analysis.
• Ontology
• Stemming, Tokenization, segmentation, chunking, parsing, POS
• Dialectal modeling
• Question Answering
• Named entity recognition
• Language technologies for cultural heritage
• Optical character recognition
• Digital epigraphy
• Artificial Intelligence and Recommender systems
• Neural Networks
• Deep Learning
• Pattern Recognition
• Computer Vision

Important dates – Updates!

Paper submission deadline: 1 August 2021 15 September 2021
Notification deadline: 1 September 2021 15 October 2021
Camera-ready deadline: 1 October 2021 7 November 2021

Publication

All registered papers will be submitted for publishing by Springer and made available through SpringerLink Digital Library.

Proceedings will be submitted for inclusion in leading indexing services, Ei Compendex, ISI Web of Science, Scopus, CrossRef, Google Scholar, DBLP, as well as EAI’s own EU Digital Library (EUDL).

Authors of selected papers will be invited to submit an extended version to:

• Springer Wireless Networks Journal (WINET) (IF: 2.659)
• Mobile Networks and Applications (MONET) Journal (IF: 2.602)

Additional publication opportunities:

• EAI Transactions series (Open Access)
• EAI/Springer Innovations in Communications and Computing Book Series
  (titles in this series are indexed in Ei Compendex, Web of Science & Scopus)

Submission

We invite workshop participation through contributions that respond to one or more of the mentioned research questions. Papers should be submitted through EAI ‘Confy+’ system, and have to comply with the Springer format (see Author’s kit section).

Organizers

• Dr Hoshang Kolivand, Liverpool John Moores University, United Kingdom
• Liyakathunisa Syed, Taibah University, Madinah, Saudi Arabia
• Ghada Alharbi, Taibah University, Madinah, Saudi Arabia