Accepted Papers

Best Paper Awards

Research Track - Long Paper

• CLUST - Grouping Aware Data Placement for Improving the Performance of Large-Scale Data Management System

  Shanmugasundaram Vengadeswaran and Sadhu Ramakrishnan Balasundaram

• Human Machine Collaboration for Face Recognition

  Saurabh Ravindranath, Rahul Baburaj, Vineeth Balasubramanian, Nageswararao Namburu, Sujit Gujar and Jawahar CV

• Concealed Multidimensional Data Aggregation in Big Data Wireless Sensor Networks

  Radhakrishnan Maivizhi and Palanichamy Yogesh

• Meta-Learning for Few-Shot Time Series Classification

  Jyoti Narwariya, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff and Vishnu TV

• Effective EEG Connectivity by Sparse Vector Autoregressive Model

  Abhishek Goyal and Rahul Garg

• Ranking and Discovering Anomalous Neighborhoods in Attributed Multiplex Networks

  Monika Bansal and Dolly Sharma

• A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts

  Anant Khandelwal and Niraj Kumar

• Predicting Outcomes in Limited-Overs Cricket Matches

  Natwar Modani, Manoj Kilaru, Anjan Kaur and Harsh Khetan

• Temporal Prediction of Socio-economic Indicators Using Satellite Imagery

  Chahat Bansal, Arpit Jain, Phaneesh Barwaria, Anuj Choudhary, Anupam Singh, Ayush Gupta and Aaditeshwar Seth

• Deep Reinforcement Learning for Single-Shot Diagnosis and Adaptation in Damaged Robots

  Shresth Verma, Haritha S. Nair, Gaurav Agarwal, Joydip Dhar and Anupam Shukla

• Robust Learning of Multi-Label Classifiers under Label Noise

  Himanshu Kumar, Naresh Manwani and P. S. Sastry

• Database and Caching Support for Adaptive Visualization of Large Sensor Data

  Sapan Tanted, Anshul Agarwal, Shinjan Mitra, Chaitra Bahuman and Krithi Ramamritham

• Adaptive Learned Bloom Filters under Incremental Workloads

  Arindam Bhattacharya, Srikanta Bedathur and Amitabha Bagchi

• Interaction dynamics between hate and counter users on Twitter

  Binny Mathew, Navish Kumar, Pawan Goyal and Animesh Mukherjee

• Competing Topic Naming Conventions in Quora: Predicting Appropriate Topic Merges and Winning Topics from Millions of Topic Pairs

  Binny Mathew, Suman Kalyan Maity, Pawan Goyal and Animesh Mukherjee

• An improved human-in-the-loop model for fine-grained object recognition with batch-based question answering

  Vyshnavi Gutta, Narendra Babu Unnam and Krishna Reddy P.

• Decision Making under Uncertainty with Convolutional Deep Gaussian Processes

  P.K. Srijith, Srinivas Anumasa and Dinesh Jain

• Deep Neural Learning for Automated Diagnostic Code Group Prediction using Unstructured Nursing Notes

  Aditya Jayasimha, Tushaar Gangavarapu, Sowmya Kamath S and Gokul S Krishnan

• Feature selection for high-dimensional data through instance vote combining

  Lily Srujana Chamakura and Goutam Saha

Research Track - Short Paper

• Learning From Weights: Cost-Sensitive Approach For Retrieval

  Nikit Begwani, Rahul Agrawal and Shrutendra Harsola

• Adaptive GloVe and FastText Model for Hindi Word Embeddings

  Vijay Gaikwad and Yashodhara Haribhakta

• Multimodal Analysis of Speaker Characteristics for Automatic Ranking of Candidates in Job Interviews

  Sowmya Rasipuram, Anupama Ray, Prerna Agarwal and Dinesh Babu Jayagopi

• An Extensive Analysis on Deep Neural Architecture for Classification of Subject-Independent Cognitive States

  Sumanto Dutta and Anup Nandy

• IIITM Face: A Database for Facial Attribute Detection in Constrained and Simulated Unconstrained Environments

  KV Arya, Shresth Verma, Raj Kuwar Gupta, Soumya Agarwal and Prince Gupta

• Co-Clustering Triples from Open Information Extraction

  Koninika Pal, Vinh Thinh Ho and Gerhard Weikum

• Prototype Selection and Dimensionality Reduction on Multi-Label Data

  Hemavati, Dr. V Susheela Devi, Seba Ann Kuruvilla and Dr. R Aparna

• Implicit Skills Extraction using Document Embedding and its use in Job Recommendation

  Akshay Gugnani and Hemant Misra

• Taxonomical hierarchy of canonicalized relations from multiple Knowledge Bases

  Akshay Parekh, Ashish Anand and Amit Awekar

• Computational Fact Validation from Knowledge Graph using Structured and Unstructured Information

  Saransh Khandelwal and Dhananjay Kumar

• Coverage Pattern Mining Based on MapReduce

  Akhil Ralla, Shadaab Siddiqie, P. Krishna Reddy and Anirban Mondal

• Personalized Ranking in Collaborative Filtering: Exploiting l-th Order Transitive Relations of Social Ties

  Bithika Pal and Mamata Jenamani

• Forecasting the Future: Leveraging RNN based Feature Concatenation for Tweet Outbreak Prediction

  Saswata Roy, Brijendra Suman, Joydeep Chandra and Sourav Dandapat

• Topic Influence Graph Based Analysis of Seminal Papers

  Abhirut Gupta, Sandipan Sikdar, Prateeti Mohapatra and Niloy Ganguly

• Active Ranking from Pairwise Comparisons with Dynamically Arriving Items and Voters

  Dev Yashpal Sheth and Arun Rajkumar

• AVADHAN: System for Open-Domain Telugu Question Answering

  Priyanka Ravva, Manish Shrivastava and Ashok Urlana

• Weakly-Supervised Deep Learning for Domain Invariant Sentiment Classification

  Pratik Kayal, Mayank Singh and Pawan Goyal

• A Hybrid Distributed Model for Learning Representation of Short Texts with Attribute Labels

  Shashi Kumar, Suman Roy and Vishal Pathak

• PlantDoc: A Dataset for Visual Plant Disease Detection

  Davinder Singh, Naman Jain, Pranjali Jain, Pratik Kayal, Sudhakar Kumawat and Nipun Batra

Industry Track

• Ranking Marginal Influencers in a Target-labeled Network

  Pranay Lohia, Kalapriya Kannan, Karan Rai and Srikanta Bedathur

• A Natural Language and Interactive End-to-End Querying and Reporting System

  Salil Rajeev Joshi, Bharath Venkatesh, Dawn Thomas, Yue Jiao and Shourya Roy

• Innovation and Revenue: Deep Diving into the Temporal Rank-shifts of Fortune 500 Companies

  Mayank Singh, Arindam Pal, Lipika Dey and Animesh Mukherjee

• Language Independent On-Device Information Extraction from Smartphone Screenshots in form of tags

  Sumit Kumar, Gopi Ramena, Manoj Goyal, Debi Mohanty, Ankur Agarwal, Benu Changmai and Sukumar Moharana

• Towards Designing Accurate FISH Probe Detection using 3D U-Nets on Microscopic Blood Cell Images

  Chinmay Savadikar, Shahram Tahvilian, Lara Baden, Rebecca Reed, Daniel Leventon, Paul Pagano and Bhushan Garware

• Knowledge Graph Based Automated Generation of Test Cases in Software Engineering

  Dr Rahul Kumar Dubey, Anmol Nayak and Vaibhav Kesri

• Canonicalizing Organization Names for Recruitment Domain

  Nausheen Fatma, Niharika Sachdeva and Nitendra Rajput

Demo Track

• The Kauwa Kaate Fake News Detection System: Demo

  Abhishek Bagade, Ashwini Pale, Shreyans Sheth, Megha Agarwal, Kameswari Chebrolu, Soumen Chakrabarti and S. Sudarshan

• Memeify: A Large-Scale Meme Generation System

  Suryatej Reddy Vyalla and Vishaal Udandarao

• Generalized Labeling for Efficient Human Supervision

  Rasna Goyal, Abhijeet Awasthi, Gaurav Jindal and Sunita Sarawagi

• SMTAnalytics.AI: A Predictive and Preventive Intelligence Platform for SMT Manufacturing

  Sudarsun Santhiappan, Ram Swaminathan, Harinath Krishnamoorthy, Praveen Kumar Suresh, Mohammed Sharafath and Sriram Rajkumar

• SwaGrader: Honest Effort Extracting, Modular Peer-Grading Tool

  Ayushi Gupta, Somu Prajapati, Shubham Kumar Nigam and Swaprava Nath

• A System for Analysis, Visualization and Retrieval of Crime Documents

  Rupsa Saha, Abir Naskar, Tirthankar Dasgupta and Lipika Dey

Young Researchers' Symposium

• Benchmarking Synchronous and Asynchronous Stream Processing Systems

  Vinu Ellampallil Venugopal and Martin Theobald

• Keep Your Dimensions on a Leash: True Cognate Detection using Siamese Deep Neural Network

  Diptesh Kanojia, Sai Sravan Munukutla, Sayali Ghodekar, Pushpak Bhattacharyya and Malhar Kulkarni

• Consensus Clustering in Flight Search Recommendation

  Sujoy Chatterjee and Nicolas Pasquier

• Active Learning for Air Quality Station Location Recommendation

  S Deepak Narayanan, Apoorv Agnihotri and Nipun Batra

• Improving Convergence in IRGAN with PPO

  Moksh Jain and Sowmya Kamath S

• Harnessing Deep Cross-lingual Word Embeddings to Infer Accurate Phylogenetic Trees

  Yashasvi Mantha, Diptesh Kanojia, Abhijeet Dubey, Pushpak Bhattacharyya and Malhar Kulkarni

• Enhancing Neural Sentiment Analysis with Aspect Weights

  Urmi Saha, Abhijeet Dubey, Aditya Joshi and Pushpak Bhattacharyya

• Solar Energy Forecasting using Machine Learning

  Karan Kumar and Nipun Batra

• PROTECTING ELECTIONS

  Garima Shakya

• Describing Patterns of Socio-Economic Development at Fine Spatial and Temporal Resolutions

  Chahat Bansal

• Estimation of Software Productivity from Code Reading Pattern

  Sayani Mondal and Partha Pratim Das

• Estimation of PM2.5 using satellite and meteorological data

  Souvik Roy, Nipun Batra and Pawan Gupta

• Approaches to biomedical coreference resolution

  Ishani Mondal

• SentEmoji: A Dataset to Generate Empathising Conversations

  Akhilesh Ravi, Amit Yadav, Jainish Chauhan, Jatin Dholakia and Naman Jain

• A Study of Efficacy of Cross-lingual Word Embeddings for Indian Languages

  Jyotsana Khatri, Rudra Murthy and Pushpak Bhattacharyya

• CARO: An Empathetic Health Conversational Chatbot for People with Major Depression

  Nidhin Harilal, Rushil Shah, Saumitra Sharma and Vedanta Bhutani

• A segmentation based similarity measure for time series data

  Kakuli Mishra, Srinka Basu and Ujjwal Maulik

• A Benchmark for OWL 2 DL Reasoners

  Gunjan Singh, Sumit Bhatia and Raghava Mutharaju

• Cardinality Extraction from Text for Ontology Learning

  Monika Jain, Paramita Mirza and Raghava Mutharaju

• Lessons and Insights from Super-Resolution of Energy Data

  Rithwik Kukunuri, Nipun Batra and Hongning Wang

• Solving Eigenvalue problem as an optimzation problem on Manifold

  Siddhant Katyan and Shrutimoy Das

• Stance Detection in Hindi-English Code-Mixed Data

  Utsav Jethva, Dhaiwat Kabaria, Mohit Mina, Ribhu Vajpeyi and Vivek Srivastava

• Understanding the Political Inclination of WhatsApp chats

  Anshuman Yadav, Aditya Garg, Anup Aglawe, Ayush Agarwal and Vivek Srivastava

• Centrality in Multilayer Networks

  Tarun Kumar, Manikandan Narayanan and Balaraman Ravindran

• Adversarial Demotion of Bias in Natural Language Generation

  Monisha Jegadeesan

• Effect of Feature Hashing on Fair Classification

  Atishay Jain, Ritik Dutta and Varun Gohil