Seba Susan

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 68

Top Topics

Transfer Learning

Class Imbalance

Sentiment Analysis

Emotion Recognition

Top Venues

Appl. Soft Comput.

Multim. Tools Appl.

Publications

Naresh Kumar, Seba Susan
Epidemic Modeling using Hybrid of Time-varying SIRD, Particle Swarm Optimization, and Deep Learning. CoRR (2024)
Seba Susan, Muskan Sharma, Gargi Choudhary
Uniqueness meets Semantics: A Novel Semantically Meaningful Bag-of-Words Approach for Matching Resumes to Job Profiles. Inteligencia Artif. 27 (74) (2024)
Manisha Saini, Seba Susan
VGGIN-Net: Deep Transfer Network for Imbalanced Breast Cancer Dataset. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (1) (2023)
Ashi Agarwal, Seba Susan
Emotion Recognition from Masked Faces using Inception-v3. RAIT (2023)
Naresh Kumar, Seba Susan
Epidemic Modeling using Hybrid of Time-varying SIRD, Particle Swarm Optimization, and Deep Learning. ICCCNT (2023)
Akanksha Karotia, Seba Susan
CovSumm: an unsupervised transformer-cum-graph-based hybrid document summarization model for CORD-19. J. Supercomput. 79 (14) (2023)
Sunakshi Mehra, Seba Susan
Deep fusion framework for speech command recognition using acoustic and linguistic features. Multim. Tools Appl. 82 (25) (2023)
Anmol Bansal, Arjun Choudhry, Anubhav Sharma, Seba Susan
Adaptation of Domain-Specific Transformer Models with Text Oversampling for Sentiment Analysis of Social Media Posts on CoViD-19 vaccine. Comput. Sci. 24 (2) (2023)
Manisha Saini, Seba Susan
Tackling class imbalance in computer vision: a contemporary review. Artif. Intell. Rev. 56 (S1) (2023)
Pranjal Kumar Singh, Seba Susan
Transfer Learning using Very Deep Pre-Trained Models for Food Image Classification. ICCCNT (2023)
Anmol Bansal, Arjun Choudhry, Anubhav Sharma, Seba Susan
Adaptation of domain-specific transformer models with text oversampling for sentiment analysis of social media posts on Covid-19 vaccines. CoRR (2022)
Arjun Choudhry, Seba Susan, Anmol Bansal, Anubhav Sharma
TLMOTE: A Topic-based Language Modelling Approach for Text Oversampling. FLAIRS (2022)
Manisha Saini, Seba Susan
Cervical Cancer Screening on Multi-class Imbalanced Cervigram Dataset using Transfer Learning. CISP-BMEI (2022)
Anubhav Sharma, Seba Susan, Anmol Bansal, Arjun Choudhry
Dynamic Topic Modeling of Covid-19 Vaccine-Related Tweets. DSDE (2022)
Kritarth Bisht, Seba Susan
v-TCM: vertical-aware transformer click model for web search. SAC (2022)
Raman Goel, Seba Susan, Sachin Vashisht, Armaan Dhanda
Emotion-Aware Transformer Encoder for Empathetic Dialogue Generation. CoRR (2022)
Yashpal Singh, Seba Susan
SMOTE-LASSO-DeepNet Framework for Cancer Subtyping from Gene Expression Data. CISP-BMEI (2022)
Manisha Saini, Seba Susan
Diabetic retinopathy screening using deep learning for multi-class imbalanced datasets. Comput. Biol. Medicine 149 (2022)
Srishti Vashishtha, Seba Susan
Neuro-fuzzy network incorporating multiple lexicons for social sentiment analysis. Soft Comput. 26 (9) (2022)
Ruchi Holker, Seba Susan
Computer-Aided Diagnosis Framework for ADHD Detection Using Quantitative EEG. BI (2022)
Anmol Bansal, Seba Susan, Arjun Choudhry, Anubhav Sharma
Covid-19 Vaccine Sentiment Analysis During Second Wave in India by Transfer Learning Using XLNet. ICPRAI (2) (2022)
Seba Susan, Ashu Kaushik
Localized Metric Learning for Large Multi-class Extremely Imbalanced Face Database. DASFAA (Workshops) (2022)
Srishti Vashishtha, Seba Susan
Highlighting keyphrases using senti-scoring and fuzzy entropy for unsupervised sentiment analysis. Expert Syst. Appl. 169 (2021)
Kritarth Bisht, Seba Susan
Weighted Ensemble of Neural and Probabilistic Graphical Models for Click Prediction. ICISDM (2021)
Ruchi Holker, Seba Susan
Neuroscience-Inspired Parameter Selection of Spiking Neuron Using Hodgkin Huxley Model. Int. J. Softw. Sci. Comput. Intell. 13 (2) (2021)
Mudit Verma, Pradyumna Sinha, Karan Goyal, Apoorva Verma, Seba Susan
A Novel Framework for Neural Architecture Search in the Hill Climbing Domain. CoRR (2021)
Raman Goel, Seba Susan, Sachin Vashisht, Armaan Dhanda
Emotion-Aware Transformer Encoder for Empathetic Dialogue Generation. ACII (Workshops and Demos) (2021)
Sunakshi Mehra, Seba Susan
Improving Word Recognition in Speech Transcriptions by Decision-level Fusion of Stemming and Two-way Phoneme Pruning. CoRR (2021)
Naresh Kumar, Seba Susan
Particle swarm optimization of partitions and fuzzy order for fuzzy time series forecasting of COVID-19. Appl. Soft Comput. 110 (2021)
Seba Susan, Jatin Malhotra
Learning image by-parts using early and late fusion of auto-encoder features. Multim. Tools Appl. 80 (19) (2021)
Kartik Arora, Ajul Raj, Arun Goel, Seba Susan
A Hybrid Model for Combining Neural Image Caption and k-Nearest Neighbor Approach for Image Captioning. CoRR (2021)
Manisha Saini, Seba Susan
Bag-of-Visual-Words codebook generation using deep features for effective classification of imbalanced multi-class image datasets. Multim. Tools Appl. 80 (14) (2021)
Ritam Mallick, Seba Susan, Vaibhaw Agrawal, Rizul Garg, Prateek Rawal
Context- and Sequence-Aware Convolutional Recurrent Encoder for Neural Machine Translation. CoRR (2021)
Anmol Jain, Aishwary Kumar, Seba Susan
Evaluating Deep Neural Network Ensembles by Majority Voting cum Meta-Learning scheme. CoRR (2021)
Ruchi Holker, Seba Susan
Quantitative EEG Feature Selection by MajorityVoting for Alcohol Use Disorder Detection. BHI (2021)
Ritam Mallick, Seba Susan, Vaibhaw Agrawal, Rizul Garg, Prateek Rawal
Context- and sequence-aware convolutional recurrent encoder for neural machine translation. SAC (2021)
Srishti Vashishtha, Seba Susan
Sentiment Cognition From Words Shortlisted by Fuzzy Entropy. IEEE Trans. Cogn. Dev. Syst. 12 (3) (2020)
Mayank Tripathi, Divyanshu Singh, Seba Susan
Speaker Recognition Using SincNet and X-Vector Fusion. ICAISC (1) (2020)
Sandeep Yadav, Satyajeet Singh, Antoreep Jana, Seba Susan
Shadow Detection using GAN with Residual CNN Discriminator. ICIIS (2020)
Dhaarna Sethi, Kriti Arora, Seba Susan
Transfer Learning by Deep Tuning of Pre-trained Networks for Pulmonary Nodule Detection. ICIIS (2020)
Srishti Vashishtha, Seba Susan
Fuzzy Interpretation of Word Polarity Scores for Unsupervised Sentiment Analysis. ICCCNT (2020)
Srishti Vashishtha, Seba Susan
Unsupervised Fuzzy Inference System for Speech Emotion Recognition using audio and text cues (Workshop Paper). BigMM (2020)
Seba Susan, Rohit Ranjan, Udyant Taluja, Shivang Rai, Pranav Agarwal
Global-best optimization of ANN trained by PSO using the non-extensive cross-entropy with Gaussian gain. Soft Comput. 24 (23) (2020)
Seba Susan, K. M. Rachna Devi
Text area segmentation from document images by novel adaptive thresholding and template matching using texture cues. Pattern Anal. Appl. 23 (2) (2020)
Seba Susan, Ashu Kaushik
Weakly Supervised Metric Learning with Majority Classes for Large Imbalanced Image Dataset. BDIOT (2020)
Manisha Saini, Seba Susan
Deep transfer with minority data augmentation for imbalanced breast cancer dataset. Appl. Soft Comput. 97 (Part) (2020)
Sukhad Anand, Seba Susan, Shreshtha Aggarwal, Shubham Aggarwal, Rajat Singla
Scene Text Recognition in the Wild with Motion Deblurring Using Deep Networks. CVIP (3) (2020)
Mayank Tripathi, Divyanshu Singh, Seba Susan
Speaker Recognition using SincNet and X-Vector Fusion. CoRR (2020)
Naresh Kumar, Seba Susan
COVID-19 Pandemic Prediction using Time Series Forecasting Models. ICCCNT (2020)
Seba Susan, Prachi Agrawal, Minni Mittal, Srishti Bansal
New shape descriptor in the context of edge continuity. CAAI Trans. Intell. Technol. 4 (2) (2019)
Seba Susan, Amitesh Kumar
SSOMaj-SMOTE-SSOMin: Three-step intelligent pruning of majority and minority samples for learning from imbalanced datasets. Appl. Soft Comput. 78 (2019)
Seba Susan, Jatin Malhotra
CNN Pre-initialization by Minimalistic Part-Learning for Handwritten Numeral Recognition. MIKE (2019)
Seba Susan, Juli Keshari
Finding significant keywords for document databases by two-phase Maximum Entropy Partitioning. Pattern Recognit. Lett. 125 (2019)
Manisha Saini, Seba Susan
Data Augmentation of Minority Class with Transfer Learning for Classification of Imbalanced Breast Cancer Dataset Using Inception-V3. IbPRIA (1) (2019)
Mudit Verma, Pradyumna Sinha, Karan Goyal, Apoorva Verma, Seba Susan
A Novel Framework for Neural Architecture Search in the Hill Climbing Domain. AIKE (2019)
Seba Susan, Madasu Hanmandlu
Smaller feature subset selection for real-world datasets using a new mutual information with Gaussian gain. Multidimens. Syst. Signal Process. 30 (3) (2019)
Seba Susan, Ankur Agarwal, Chetan Gulati, Sunpreet Singh, Vaibhav Chauhan
Human Attention Span Modeling using 2D Visualization Plots for Gaze Progression and Gaze Sustenance. AIVR (2019)
Seba Susan, Amitesh Kumar
Learning Data Space Transformation Matrix from Pruned Imbalanced Datasets for Nearest Neighbor Classification. HPCC/SmartCity/DSS (2019)
Srishti Vashishtha, Seba Susan
Fuzzy rule based unsupervised sentiment analysis from social media posts. Expert Syst. Appl. 138 (2019)
Seba Susan, Aparna Bhutani
A Novel Memetic Algorithm Incorporating Greedy Stochastic Local Search Mutation for Course Scheduling. CSE/EUC (2019)
Seba Susan, Aparna Bhutani
Data Mining with Association Rules for Scheduling Open Elective Courses Using Optimization Algorithms. ISDA (2) (2018)
Srishti Vashishtha, Seba Susan
Fuzzy Logic Based Dynamic Plotting of Mood Swings from Tweets. IBICA (2018)
Manisha Saini, Seba Susan
Comparison of Deep Learning, Data Augmentation and Bag of-Visual-Words for Classification of Imbalanced Image Datasets. RTIP2R (1) (2018)
Seba Susan, Amitesh Kumar
Hybrid of Intelligent Minority Oversampling and PSO-Based Intelligent Majority Undersampling for Learning from Imbalanced Datasets. ISDA (2) (2018)
Seba Susan, Madasu Hanmandlu
Color texture recognition by color information fusion using the non-extensive entropy. Multidimens. Syst. Signal Process. 29 (4) (2018)
Seba Susan, Amandeep Kaur
Measuring the randomness of speech cues for emotion recognition. IC3 (2017)
Seba Susan, Monika Sharma
Automatic texture defect detection using Gaussian mixture entropy modeling. Neurocomputing 239 (2017)
Seba Susan, Madasu Hanmandlu
A non-extensive entropy feature and its application to texture classification. CoRR (2016)
Seba Susan, Abhishek Jain, Aakash Sharma, Shikhar Verma, Siddhant Jain
Fuzzy match index for scale-invariant feature transform (SIFT) features with application to face recognition with weak supervision. IET Image Process. 9 (11) (2015)
Seba Susan, Madasu Hanmandlu
Unsupervised detection of nonlinearity in motion using weighted average of non-extensive entropies. Signal Image Video Process. 9 (3) (2015)
Seba Susan, Madasu Hanmandlu
A novel Fuzzy Entropy based on the Non-Extensive entropy and its application for feature selection. FUZZ-IEEE (2013)
Seba Susan, Madasu Hanmandlu
Difference theoretic feature set for scale-, illumination- and rotation-invariant texture classification. IET Image Process. 7 (8) (2013)
Madasu Hanmandlu, Om Prakash Verma, Seba Susan, Vamsi Krishna Madasu
Color segmentation by fuzzy co-clustering of chrominance color features. Neurocomputing 120 (2013)
Seba Susan, Madasu Hanmandlu
A non-extensive entropy feature and its application to texture classification. Neurocomputing 120 (2013)