Publications

2023

  1. AALTD@ECML
    Back to Basics: A Sanity Check on Modern Time Series Classification Algorithms
    Bhaskar Dhariyal, Thach Le Nguyen, and Georgiana Ifrim
    In Advanced Analytics and Learning on Temporal Data, ECML PKDD, 2023
  2. CILS
    Classification of cow diet based on milk Mid Infrared Spectra: A data analysis competition at the “International Workshop on Spectroscopy and Chemometrics 2022”
    Maria Frizzarin, Giulio Visentin, Alessandro Ferragina, and 8 more authors
    Chemometrics and Intelligent Laboratory Systems, 2023
  3. DMKD
    Scalable classifier-agnostic channel selection for multivariate time series classification
    Bhaskar Dhariyal, Thach Le Nguyen, and Georgiana Ifrim
    Data Mining and Knowledge Discovery, 2023

2021

  1. CILS
    Mid infrared spectroscopy and milk quality traits: A data analysis competition at the “international workshop on spectroscopy and chemometrics 2021”
    Maria Frizzarin, Antonio Bevilacqua, Bhaskar Dhariyal, and 8 more authors
    Chemometrics and Intelligent Laboratory Systems, 2021
  2. AALTD@ECML
    Fast channel selection for scalable multivariate time series classification
    Bhaskar Dhariyal, Thach Le Nguyen, and Georgiana Ifrim
    In Advanced Analytics and Learning on Temporal Data, ECML PKDD, 2021

2020

  1. LITSA@ICDM
    An examination of the state-of-the-art for multivariate time series classification
    Bhaskar Dhariyal, Thach Le Nguyen, Severin Gsponer, and 1 more author
    In Large-scale Industrial Time Series Analysis, ICDM , 2020
  2. ICSCSP
    Word2Vec and evolutionary computing driven hybrid deep learning-based sentiment analysis
    Bhaskar Dhariyal, and Vadlamani Ravi
    In Soft Computing and Signal Processing: Proceedings of 2nd ICSCSP 2019 2, 2020

2018

  1. SSCI
    Sentiment analysis Via Doc2Vec and convolutional neural network hybrids
    Bhaskar Dhariyal, Vadlamani Ravi, and Kumar Ravi
    In 2018 IEEE symposium series on computational intelligence (SSCI), 2018
  2. ICHSA
    Ascending and descending order of random projections: comparative analysis of high-dimensional data clustering
    Raghunadh Pasunuri, Vadlamudi China Venkaiah, and Bhaskar Dhariyal
    In Harmony Search and Nature Inspired Optimization Algorithms: Theory and Applications, ICHSA 2018, 2018