Browse by IITH Authors

Article

Ghosh, Samujjwal and Maji, Subhadeep and Desarkar, Maunendra Sankar (2022) Unsupervised Domain Adaptation With Global and Local Graph Neural Networks Under Limited Supervision and Its Application to Disaster Response. IEEE Transactions on Computational Social Systems. pp. 1-12. ISSN 2373-7476

Madisetty, Sreekanth and Desarkar, Maunendra Sankar (2022) A reranking-based tweet retrieval approach for planned events. World Wide Web, 25 (1). pp. 23-47. ISSN 1386-145X

Madisetty, Sreekanth and Maurya, Kaushal Kumar and Aizawa, Akiko and Desarkar, Maunendra Sankar (2021) A neural approach for detecting inline mathematical expressions from scientific documents. Expert Systems, 38 (4). ISSN 0266-4720

De, Arkadipta and Elangovan, Venkatesh and Maurya, Kaushal Kumar and Desarkar, Maunendra Sankar (2021) Coarse and Fine-Grained Hostility Detection in Hindi Posts Using Fine Tuned Multilingual Embeddings. Communications in Computer and Information Science, 1402. pp. 201-212. ISSN 1865-0929

Madisetty, Sreekanth and Desarkar, Maunendra Sankar (2021) Social Media Popularity Prediction of Planned Events Using Deep Learning. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12657. pp. 320-326. ISSN 0302-9743

Roy, Smita and Ekbal, Asif and Mondal, Samrat and Desarkar, Maunendra Sankar and Chattopadhyay, Shubham (2020) Towards Predicting Risk of Coronary Artery Disease from Semi-Structured Dataset. Interdisciplinary Sciences: Computational Life Sciences, 12 (4). pp. 537-546. ISSN 1913-2751

VenkataKeerthy, S. and Aggarwal, Rohit and Jain, Shalini and Desarkar, Maunendra Sankar and Upadrasta, Ramakrishna and Srikant, Y. N. (2020) IR2V EC : LLVM IR Based Scalable Program Embeddings. ACM Transactions on Architecture and Code Optimization, 17 (4). pp. 1-27. ISSN 1544-3566

Roy, Smita and Mondal, Samrat and Ekbal, Asif and Desarkar, Maunendra Sankar (2019) Dispersion Ratio based Decision Tree Model for Classification. Expert Systems with Applications, 116. pp. 1-9. ISSN 0957-4174

S, Venkata Keerthy and Desarkar, Maunendra Sankar and Upadrasta, Ramakrishna and et al, . (2019) IR2Vec: A Flow Analysis based Scalable Infrastructure for Program Encodings. arXiv.org.

Madisetty, Sreekanth and Desarkar, Maunendra Sankar (2018) A Neural Network-Based Ensemble Approach for Spam Detection in Twitter. IEEE Transactions on Computational Social Systems. pp. 1-12. ISSN 2373-7476 (In Press)

Ghosh, Samujjwal and Srijith, P K and Desarkar, Maunendra Sankar (2017) Using social media for classifying actionable insights in disaster scenario. International Journal of Advances in Engineering Sciences and Applied Mathematics, 9 (4). pp. 224-237. ISSN 0975-0770

K M, Vamsikrishna and Dogra, D P and Desarkar, Maunendra Sankar (2016) Computer-Vision-Assisted Palm Rehabilitation With Supervised Learning. IEEE Transactions on Biomedical Engineering, 63 (5). pp. 991-1001. ISSN 0018-9294

Desarkar, Maunendra Sankar and Sarkar, S and Mitra, P (2016) Preference relations based unsupervised rank aggregation for metasearch. Expert Systems with Applications, 49. pp. 86-98. ISSN 0957-4174

Conference or Workshop Item

Ghosh, Samujjwal and Maji, Subhadeep and Desarkar, Maunendra Sankar (2022) Effective utilization of labeled data from related tasks using graph contrastive pertaining. In: 37th ACM/SIGAPP Symposium on Applied Computing, SAC 2022, 25 April 2022 through 29 April 2022, Virtual, Online.

Ghosh, Samujjwal and Maji, Subhadeep and Desarkar, Maunendra Sankar (2022) GNoM: Graph Neural Network Enhanced Language Models for Disaster Related Multilingual Text Classification. In: 14th ACM Web Science Conference, WebSci 2022, 26 June 2022through 29 June 2022, Virtual, Online.

Bagora, Aditi and Shrestha, Kamal and Maurya, Kaushal and Desarkar, Maunendra Sankar (2022) Hostility Detection in Online Hindi-English Code-Mixed Conversations. In: 14th ACM Web Science Conference, WebSci 2022, 26 June 2022through 29 June 2022, Virtual, Online.

De, Arkadipta and Desarkar, Maunendra Sankar (2022) Multi-Context Based Neural Approach for COVID-19 Fake-News Detection. In: 31st ACM Web Conference, WWW 2022, Virtual, Online.

Narasimhan, S. and Dey, S. and Desarkar, Maunendra Sankar (2022) Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer. In: 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2022, 10 July 2022through 15 July 2022, Seattle.

Dubey, Manisha and Srijith, P K and Desarkar, Maunendra Sankar (2021) Multi-view hypergraph convolution network for semantic annotation in LBSNs. In: 13th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021, Virtual, Online.

Maurya, K.K. and Desarkar, Maunendra Sankar and Kano, Y. and et al, . (2021) ZmBART: An Unsupervised Cross-lingual Transfer Framework for Language Generation. In: Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 1 August 2021 through 6 August 2021, Virtual, Online.

Dubey, Manisha and Srijith, P.K. and Desarkar, Maunendra Sankar (2020) HAP-SAP:Semantic Annotation in LBSNs using Latent Spatio-Temporal Hawkes Process. In: GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems, 3 November 2020 - 6 November 2020.

Ghosh, Samujjwal and Desarkar, Maunendra Sankar (2020) Semi-Supervised Granular Classification Framework for Resource Constrained Short-texts. In: WebSci 2020 - Proceedings of the 12th ACM Conference on Web Science, 6 July 2020 - 10 July 2020, Southampton.

Kundu, Shounak and Desarkar, Maunendra Sankar and Srijith, P. K. (2020) Traffic Forecasting with Deep Learning. In: 2020 IEEE Region 10 Symposium, TENSYMP 2020, 5 June 2020 - 7 June 2020.

Ambastha, Priyambada and Desarkar, Maunendra Sankar (2020) Incident Detection From Social Media Targeting Indian Traffic Scenario Using Transfer Learning. In: 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020, 20 September 2020 - 23 September 2020.

Maurya, Kaushal Kumar and Desarkar, Maunendra Sankar (2020) Learning to Distract: A Hierarchical Multi-Decoder Network for Automated Generation of Long Distractors for Multiple-Choice Questions for Reading Comprehension. In: International Conference on Information and Knowledge Management, Proceedings, 19 October 2020 - 23 October 2020.

Madisetty, Sreekanth and Desarkar, Maunendra Sankar (2019) Identification of Relevant Hashtags for Planned Events Using Learning to Rank. In: 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K, 1-3 November 2017, Funchal, Portugal.

Bhattacharjee, Uddipta and Srijith, P K and Desarkar, Maunendra Sankar (2019) Leveraging Social Media Towards Understanding Anti-Vaccination Campaigns. In: 11th International Conference on Communication Systems and Networks, COMSNETS 2019, 7-11 January 2019, Bengaluru,India.

Dewalkar, Swapnil Ashok and Desarkar, Maunendra Sankar (2019) Multi-Context Information for Word Representation Learning. In: Proceedings of the ACM Symposium on Document Engineering, 23 - 26 September 2019, Berlin, Germany.

Bhattacharjee, Uddipta and P K, Srijith and Desarkar, Maunendra Sankar (2019) Term Specific TF-IDF Boosting for Detection of Rumours in Social Networks. In: 11th International Conference on Communication Systems and Networks, COMSNETS 2019, 7-11 January 2019, Bengaluru,India.

Patwardhan, Abhishek A and Das, Santanu and Desarkar, Maunendra Sankar and et al, . (2019) ViTag: Automatic Video Tagging Using Segmentation and Conceptual Inference. In: IEEE Fifth International Conference on Multimedia Big Data (BigMM), 11-13 September 2019, Singapore.

Madisetty, Sreekanth and Desarkar, Maunendra Sankar (2018) Aggression Detection in Social Media using Deep Neural Networks. In: Proceedings of the First Workshop on Trolling, Aggression and Cyberbullying (TRAC-2018), 2018, New Mexico, USA.

Ghosh, Samujjwal and Desarkar, Maunendra Sankar (2018) Class Specific TF-IDF Boosting for Short-text Classification. In: Companion of the The Web Conference 2018 on The Web Conference, April 23 - 27 2018, Lyon, France.

Kundu, Shamik and Srijith, P K and Desarkar, Maunendra Sankar (2018) Classification of Short-Texts Generated During Disasters: A Deep Neural Network Based Approach. In: 10th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM, 28-31 August 2018, Barcelona, Spain.

Tondulkar, Rohan and Dubey, Manisha and Desarkar, Maunendra Sankar (2018) Get me the best: predicting best answerers in community question answering sites. In: RecSys '18 Proceedings of the 12th ACM Conference on Recommender Systems, 2nd October 2018, Vancouver, British Columbia, Canada.

Choudhary, Priyanka and Desarkar, Maunendra Sankar (2018) PReFacTO: Preference Relations Based Factor Model with Topic Awareness and Offset. In: ECommerce Workshop in SIGIR 2018, 8th-12th July 2018, Michigan, USA.

Hti, Rashmi and Desarkar, Maunendra Sankar (2018) Personalized Tourist Package Recommendation using Graph Based Approach. In: 26th Conference on User Modeling, Adaptation and Personalization, 08-11 July 2018, Singapore.

Gupta, Himank and Jamal, Mohd Saalim and Madisetty, Sreekanth and Desarkar, Maunendra Sankar (2018) A framework for real-time spam detection in Twitter. In: 10th International Conference on Communication Systems and Networks, COMSNETS, 3-7 January 2018, Bangalore, India.

Madisetty, Sreekanth and Desarkar, Maunendra Sankar (2017) An Ensemble Based Method for Predicting Emotion Intensity of Tweets. In: International Conference on Mining Intelligence and Knowledge Exploration, 13-15 December 2017, Hyderabad, India.

Madisetty, Sreekanth and Desarkar, Maunendra Sankar (2017) Exploiting Meta Attributes for Identifying Event Related Hashtags. In: 9th International Conference on Knowledge Discovery and Information Retrieval (KDIR), 1-3 November 2017, Madeira, Portugal.

Madisetty, Sreekanth and Desarkar, Maunendra Sankar (2017) IITH at CLEF 2017: Finding Relevant Tweets for Cultural Events. In: 8th International Conference of the CLEF Association, CLEF, 11-14 September 2017, Dublin, Ireland.

Madisetty, Sreekanth and Desarkar, Maunendra Sankar (2017) NSEmo at EmoInt-2017: An Ensemble to Predict Emotion Intensity in Tweets. In: 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, 7–11, September 2017, Copenhagen, Denmark.

Roy, S and Mondal, S and Ekbal, A and Desarkar, Maunendra Sankar (2016) CRDT: Correlation Ratio Based Decision Tree Model for Healthcare Data Mining. In: 16TH International Conference on Bioinformatics and Bioengineering (BIBE), OCT 31-NOV 02, 2016, Taichung, TAIWAN.

Thesis

Dewalkar, Swapnil Ashok and Desarkar, Maunendra Sankar (2019) Using Multi-Context Information for Word Representation Learning in Natural Language Processing. Masters thesis, Indian institute of technology Hyderabad.

Toppo, Manjela and Desarkar, Maunendra Sankar (2018) Diversification in Recommendation System. Masters thesis, Indian Institute of Technology Hyderabad.

Choudhary, Priyanka and Desarkar, Maunendra Sankar (2018) PReFacTO: Preference Relations Based Factor Model with Topic Awareness and Offset. Masters thesis, Indian Institute of Technology Hyderabad.

H T I, Rashmi and Desarkar, Maunendra Sankar (2018) Travel Package Recommendation. Masters thesis, Indian Institute of Technology Hyderabad.

Deshpande, Pradyumna and Desarkar, Maunendra Sankar (2017) Less popular movie recommendation. Masters thesis, Indian Institute of Technology Hyderabad.