Ashish Ranjan

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 8

Top Topics

Attention Mechanism

Emotion Recognition

Protein Function Prediction

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Multim. Tools Appl.

Circuits Syst. Signal Process.

Publications

Vikash Kumar, Ashish Ranjan, Deng Cao, Gopalakrishnan Krishnasamy, Akshay Deepak
A Sequence-Motif Based Approach to Protein Function Prediction via Deep-CNN Architecture. ICAART (3) (2023)
Vikash Kumar, Akshay Deepak, Ashish Ranjan, Aravind Prakash
Lite-SeqCNN: A Light-Weight Deep CNN Architecture for Protein Function Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (3) (2023)
Ashish Ranjan, Md. S. Fahad, David Fernández-Baca, Sudhakar Tripathi, Akshay Deepak
MCWS-Transformers: Towards an Efficient Modeling of Protein Sequences via Multi Context-Window Based Scaled Self-Attention. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (2) (2023)
Ashish Ranjan, Archana Tiwari, Akshay Deepak
A Sub-Sequence Based Approach to Protein Function Prediction via Multi-Attention Based Multi-Aspect Network. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (1) (2023)
Md. Shah Fahad, Shreya Singh, Abhinav, Ashish Ranjan, Akshay Deepak
Emotion recognition from spontaneous speech using emotional vowel-like regions. Multim. Tools Appl. 81 (10) (2022)
Md. Shah Fahad, Ashish Ranjan, Akshay Deepak, Gayadhar Pradhan
Speaker Adversarial Neural Network (SANN) for Speaker-independent Speech Emotion Recognition. Circuits Syst. Signal Process. 41 (11) (2022)
Ashish Ranjan, Md. Shah Fahad, Akshay Deepak
λ-Scaled-attention: A novel fast attention mechanism for efficient modeling of protein sequences. Inf. Sci. 609 (2022)
Ashish Ranjan, David Fernández-Baca, Sudhakar Tripathi, Akshay Deepak
An Ensemble Tf-Idf Based Approach to Protein Function Prediction via Sequence Segmentation. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (5) (2022)