Jaspreet Singh
Orcid: 0000-0003-4446-757X
According to our database1,
Jaspreet Singh
authored at least 94 papers
between 2007 and 2024.
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Bibliography
2024
Intelligent Mental Depression Recognition Model with Ensemble Learning Through Social Media Tweet Resources.
Cybern. Syst., February, 2024
2023
Development of intelligent system based on synthesis of affective signals and deep neural networks to foster mental health of the Indian virtual community.
Soc. Netw. Anal. Min., December, 2023
Performance enhancement of vision based fall detection using ensemble of machine learning model.
Clust. Comput., December, 2023
Color object classification using multi-channel Zernike moments-based rotation invariant bag-of-visual-words and deep convolutional neural networks.
Inf. Fusion, September, 2023
ResNext50 based convolution neural network-long short term memory model for plant disease classification.
Multim. Tools Appl., 2023
Comparative Analysis of Machine Learning Models for Image Detection of Colonic Polyps vs. Resected Polyps.
J. Imaging, 2023
CoRR, 2023
IEEE Access, 2023
Orthogonal Transforms For Learning Invariant Representations In Equivariant Neural Networks.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Review on Brain Tumor Detection using Custom CNN Layers and Transfer Learning on MRI images.
Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023
2022
Human fall detection and activity monitoring: a comparative analysis of vision-based methods for classification and detection techniques.
Soft Comput., 2022
Modified block shape characterization method for classification of fractured rock: A python-based GUI tool.
Comput. Geosci., 2022
Predicting RNA distance-based contact maps by integrated deep learning on physics-inferred secondary structure and evolutionary-derived mutational coupling.
Bioinform., 2022
SPOT-Contact-LM: improving single-sequence-based prediction of protein contact map using a transformer language model.
Bioinform., 2022
DCAF-BERT: A Distilled Cachable Adaptable Factorized Model For Improved Ads CTR Prediction.
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022
Asynchronous Convergence in Multi-Task Learning via Knowledge Distillation from Converged Tasks.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022
Learning Invariant Representations for Equivariant Neural Networks Using Orthogonal Moments.
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
Signal Process., 2021
Morphological evaluation and sentiment analysis of Punjabi text using deep learning classification.
J. King Saud Univ. Comput. Inf. Sci., 2021
RNA Backbone Torsion and Pseudotorsion Angle Prediction Using Dilated Convolutional Neural Networks.
J. Chem. Inf. Model., 2021
IEEE Internet Things J., 2021
Comput. Intell., 2021
Improved RNA secondary structure and tertiary base-pairing prediction using evolutionary profile, mutational coupling and two-dimensional transfer learning.
Bioinform., 2021
SPOT-1D-Single: improving the single-sequence-based prediction of protein secondary structure, backbone angles, solvent accessibility and half-sphere exposures using a large training set and ensembled deep learning.
Bioinform., 2021
Single-sequence and profile-based prediction of RNA solvent accessibility using dilated convolutional neural network.
Bioinform., 2021
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021
Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021
Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021
SPOT-1D2: Improving Protein Secondary Structure Prediction using High Sequence Identity Training Set and an Ensemble of Recurrent and Residual-convolutional Neural Networks.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2021
2020
Scalable Comput. Pract. Exp., 2020
IEEE Netw., 2020
Automated approaches for ROIs extraction in medical thermography: a review and future directions.
Multim. Tools Appl., 2020
J. Syst. Archit., 2020
Five-Layers SDP-Based Hierarchical Security Paradigm for Multi-access Edge Computing.
CoRR, 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of the FAT* '20: Conference on Fairness, 2020
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2020
Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020
2019
Proc. ACM Hum. Comput. Interact., 2019
Geometrically invariant color, shape and texture features for object recognition using multiple kernel learning classification approach.
Inf. Sci., 2019
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference Workshop, 2019
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2019
2018
Multi-channel versus quaternion orthogonal rotation invariant moments for color image representation.
Digit. Signal Process., 2018
CoRR, 2018
2017
Hum. centric Comput. Inf. Sci., 2017
Towards Affordable Broadband Communication: A Quantitative Assessment of TV White Space in Tanzania.
Proceedings of the Information and Communication Technology for Development for Africa, 2017
Multi-channel generalized pseudo-Jacobi-Fourier moments for color image reconstruction and object recognition.
Proceedings of the Ninth International Conference on Advances in Pattern Recognition, 2017
Bits_Pilani@INLI-FIRE-2017: Indian Native Language Identification using Deep Learning.
Proceedings of the Working notes of FIRE 2017, 2017
IIIT-H at CLEF eHealth 2017 Task 2: Technologically Assisted Reviews in Empirical Medicine.
Proceedings of the Working Notes of CLEF 2017, 2017
Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017
Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017
Proceedings of the Second Workshop on Supporting Complex Search Tasks co-located with the ACM SIGIR Conference on Human Information Interaction & Retrieval (CHIIR 2017), 2017
2016
Wirel. Networks, 2016
CoRR, 2016
IEEE Commun. Mag., 2016
Proceedings of the 25th International Conference on World Wide Web, 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 2016 ACM Conference on Human Information Interaction and Retrieval, 2016
2015
On the Feasibility of Codebook-Based Beamforming in Millimeter Wave Systems With Multiple Antenna Arrays.
IEEE Trans. Wirel. Commun., 2015
Proceedings of the ACM Web Science Conference, 2015
2014
On the feasibility of beamforming in millimeter wave communication systems with multiple antenna arrays.
Proceedings of the IEEE Global Communications Conference, 2014
Proceedings of the Software Engineering in Health Care - 4th International Symposium, 2014
2013
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013
Proceedings of the 10th IEEE Consumer Communications and Networking Conference, 2013
2012
Proceedings of the 12th International Conference on Innovative Internet Community Systems (I<sup>2</sup>CS 2012), 2012
2011
ACM Trans. Sens. Networks, 2011
Int. J. Web Portals, 2011
2010
Proceedings of the Global Communications Conference, 2010
Proceedings of the International Conference on the Foundations of Digital Games, 2010
2009
On the limits of communication with low-precision analog-to-digital conversion at the receiver.
IEEE Trans. Commun., 2009
On block noncoherent communication with low-precision phase quantization at the receiver.
Proceedings of the IEEE International Symposium on Information Theory, 2009
ARAGOG Semantic Search Engine: Working, Implementation and Comparison with Keyword-Based Search Engines.
Proceedings of the Knowledge Discovery, Knowlege Engineering and Knowledge Management, 2009
Aragog Semantic Search Engine - Beyond the Limits of Keyword Search.
Proceedings of the KEOD 2009 - Proceedings of the International Conference on Knowledge Engineering and Ontology Development, Funchal, 2009
Optimization of Correlated Source Coding for Event-Based Monitoring in Sensor Networks.
Proceedings of the 2009 Data Compression Conference (DCC 2009), 2009
Using Human Plausible Reasoning as a Framework for Multilingual Information Filtering.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009
2008
Transceiver Design with Low-Precision Analog-to-Digital Conversion : An Information-Theoretic Perspective
CoRR, 2008
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008
2007
Proceedings of the 6th International Conference on Information Processing in Sensor Networks, 2007
Communication Limits with Low Precision Analog-to-Digital Conversion at the Receiver.
Proceedings of IEEE International Conference on Communications, 2007