Jaspreet Singh

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 88

Top Venues

Publications

Jaspreet Singh, Gurpreet Singh, Deepali Gupta, Shalli Rani, Gautam Srivastava
IoT Ecosystem Security via Distributed Ledger Technology (Blockchain versus IOTA): A Bibliometric Analysis Research. J. Circuits Syst. Comput. 33 (9) (2024)
Abhijit Anand, Jurek Leonhardt, Jaspreet Singh, Koustav Rudra, Avishek Anand
Data Augmentation for Sample Efficient and Robust Document Ranking. ACM Trans. Inf. Syst. 42 (5) (2024)
Abhishek Gupta, Jaspreet Singh
Data-Driven Security Framework for VANET using Firefly and ANN. Int. J. Perform. Eng. 20 (6) (2024)
Surinder Kaur, Jaspreet Singh, Vishal Bharti
An outline of swarm-based metaheuristic approaches for task scheduling in a cloud computing environment. Int. J. Cloud Comput. 13 (2) (2024)
Prithvipal Singh, Gurvinder Singh, Amritpal Singh, Jaspreet Singh
Intelligent Mental Depression Recognition Model with Ensemble Learning Through Social Media Tweet Resources. Cybern. Syst. 55 (2) (2024)
Shikha Rastogi, Jaspreet Singh
Performance enhancement of vision based fall detection using ensemble of machine learning model. Clust. Comput. 26 (6) (2023)
Jaspreet Singh, Chandan Singh, Ankur Rana
Orthogonal Transforms For Learning Invariant Representations In Equivariant Neural Networks. WACV (2023)
Jaspreet Singh, Andreas Muller
High-Precision Trace Hydrogen Sensing by Multipass Raman Scattering. Sensors 23 (11) (2023)
Adriel Abraham, Rejath Jose, Jawad Ahmad, Jai Joshi, Thomas Jacob, Aziz-ur-rahman Khalid, Hassam Ali, Pratik Patel, Jaspreet Singh, Milan Toma
Comparative Analysis of Machine Learning Models for Image Detection of Colonic Polyps vs. Resected Polyps. J. Imaging 9 (10) (2023)
Juan-Fernando Polanco, Alexis Esparza, Jaspreet Singh, Mario Salvador González-Rodríguez, Jean-Michel Clairand, Robert C. Nutter, Peter M. Dauenhauer
A New Toolkit for Energy Planning for Isolated Microgrids. IEEE Access 11 (2023)
Jaspreet Singh, Navpreet Kaur Walia
A Comprehensive Review of Cloud Computing Virtual Machine Consolidation. IEEE Access 11 (2023)
Gunbir Singh Baveja, Jaspreet Singh
Earthquake Magnitude and b value prediction model using Extreme Learning Machine. CoRR (2023)
Akshit Saxena, Jaspreet Singh
Review on Brain Tumor Detection using Custom CNN Layers and Transfer Learning on MRI images. ICCCNT (2023)
Jaspreet Singh, Chandan Singh
Color object classification using multi-channel Zernike moments-based rotation invariant bag-of-visual-words and deep convolutional neural networks. Inf. Fusion 97 (2023)
Mandeep Kaur Arora, Jaspreet Singh, Anju Singh
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. 14 (1) (2023)
Shashi Tanwar, Jaspreet Singh
ResNext50 based convolution neural network-long short term memory model for plant disease classification. Multim. Tools Appl. 82 (19) (2023)
Abhijit Anand, Jurek Leonhardt, Jaspreet Singh, Koustav Rudra, Avishek Anand
Data Augmentation for Sample Efficient and Robust Document Ranking. CoRR (2023)
Jaspreet Singh, Chandan Singh
Learning Invariant Representations for Equivariant Neural Networks Using Orthogonal Moments. IJCNN (2022)
Jaspreet Singh, Chandan Singh
Learning Invariant Representations for Equivariant Neural Networks Using Orthogonal Moments. CoRR (2022)
Aashiq Muhamed, Jaspreet Singh, Shuai Zheng, Iman Keivanloo, Sujan Perera, James Mracek, Yi Xu, Qingjun Cui, Santosh Rajagopalan, Belinda Zeng, Trishul Chilimbi
DCAF-BERT: A Distilled Cachable Adaptable Factorized Model For Improved Ads CTR Prediction. WWW (Companion Volume) (2022)
Jaswinder Singh, Kuldip K. Paliwal, Thomas Litfin, Jaspreet Singh, Yaoqi Zhou
Predicting RNA distance-based contact maps by integrated deep learning on physics-inferred secondary structure and evolutionary-derived mutational coupling. Bioinform. 38 (16) (2022)
Jaspreet Singh, Sarada Prasad Pradhan, Mahendra Singh, Bingxiang Yuan
Modified block shape characterization method for classification of fractured rock: A python-based GUI tool. Comput. Geosci. 164 (2022)
Weiyi Lu, Sunny Rajagopalan, Priyanka Nigam, Jaspreet Singh, Xiaodi Sun, Yi Xu, Belinda Zeng, Trishul Chilimbi
Asynchronous Convergence in Multi-Task Learning via Knowledge Distillation from Converged Tasks. NAACL-HLT (Industry Papers) (2022)
Jaspreet Singh, Thomas Litfin, Jaswinder Singh, Kuldip K. Paliwal, Yaoqi Zhou
SPOT-Contact-LM: improving single-sequence-based prediction of protein contact map using a transformer language model. Bioinform. 38 (7) (2022)
Shikha Rastogi, Jaspreet Singh
Human fall detection and activity monitoring: a comparative analysis of vision-based methods for classification and detection techniques. Soft Comput. 26 (8) (2022)
Michael Völske, Alexander Bondarenko, Maik Fröbe, Matthias Hagen, Benno Stein, Jaspreet Singh, Avishek Anand
Towards Axiomatic Explanations for Neural Ranking Models. CoRR (2021)
Jaspreet Singh, Jaswinder Singh, Kuldip K. Paliwal, Andrew Busch, Yaoqi Zhou
SPOT-1D2: Improving Protein Secondary Structure Prediction using High Sequence Identity Training Set and an Ensemble of Recurrent and Residual-convolutional Neural Networks. CIBCB (2021)
Jaswinder Singh, Kuldip K. Paliwal, Jaspreet Singh, Yaoqi Zhou
RNA Backbone Torsion and Pseudotorsion Angle Prediction Using Dilated Convolutional Neural Networks. J. Chem. Inf. Model. 61 (6) (2021)
Michael Völske, Alexander Bondarenko, Maik Fröbe, Benno Stein, Jaspreet Singh, Matthias Hagen, Avishek Anand
Towards Axiomatic Explanations for Neural Ranking Models. ICTIR (2021)
Shikha Rastogi, Jaspreet Singh
A systematic review on machine learning for fall detection system. Comput. Intell. 37 (2) (2021)
Jonas Wallat, Jaspreet Singh, Avishek Anand
BERTnesia: Investigating the capture and forgetting of knowledge in BERT. CoRR (2021)
Jaspreet Singh, Megha Khosla, Zhenye Wang, Avishek Anand
Extracting per Query Valid Explanations for Blackbox Learning-to-Rank Models. ICTIR (2021)
Anil Kumar Hanumanthappa, Jaswinder Singh, Kuldip K. Paliwal, Jaspreet Singh, Yaoqi Zhou
Single-sequence and profile-based prediction of RNA solvent accessibility using dilated convolutional neural network. Bioinform. 36 (21) (2021)
Jaspreet Singh, Thomas Litfin, Kuldip Paliwal, Jaswinder Singh, Anil Kumar Hanumanthappa, Yaoqi Zhou
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. 37 (20) (2021)
Jaswinder Singh, Kuldip K. Paliwal, Tongchuan Zhang, Jaspreet Singh, Thomas Litfin, Yaoqi Zhou
Improved RNA secondary structure and tertiary base-pairing prediction using evolutionary profile, mutational coupling and two-dimensional transfer learning. Bioinform. 37 (17) (2021)
Chandan Singh, Jaspreet Singh
A survey on rotation invariance of orthogonal moments and transforms. Signal Process. 185 (2021)
Jaspreet Singh, Chandan Singh
Bag of Groups of Convolutional Features Model for Visual Object Recognition. MLSP (2021)
Zijian Zhang, Jaspreet Singh, Ujwal Gadiraju, Avishek Anand
Dissonance Between Human and Machine Understanding. CoRR (2021)
Jaspreet Singh, Yahuza Bello, Ahmed Refaey Hussein, Aiman Erbad, Amr Mohamed
Hierarchical Security Paradigm for IoT Multiaccess Edge Computing. IEEE Internet Things J. 8 (7) (2021)
Jaspreet Singh, Gurvinder Singh, Rajinder Singh, Prithvipal Singh
Morphological evaluation and sentiment analysis of Punjabi text using deep learning classification. J. King Saud Univ. Comput. Inf. Sci. 33 (5) (2021)
Jaspreet Singh, Ranjit Kaur, Damanpreet Singh
A survey and taxonomy on energy management schemes in wireless sensor networks. J. Syst. Archit. 111 (2020)
Jaspreet Singh, Avishek Anand
Model agnostic interpretability of rankers via intent modelling. FAT* (2020)
Gaurav Kumar, Rishabh Joshi, Jaspreet Singh, Promod Yenigalla
AMUSED: A Multi-Stream Vector Representation Method for Use in Natural Dialogue. LREC (2020)
Jonas Wallat, Jaspreet Singh, Avishek Anand
BERTnesia: Investigating the capture and forgetting of knowledge in BERT. CoRR (2020)
Jaspreet Singh, Ajat Shatru Arora
Automated approaches for ROIs extraction in medical thermography: a review and future directions. Multim. Tools Appl. 79 (21-22) (2020)
Jaspreet Singh, Megha Khosla, Avishek Anand
Valid Explanations for Learning to Rank Models. CoRR (2020)
Jaspreet Singh, Ahmed Refaey, Abdallah Shami
Multilevel Security Framework for NFV Based on Software Defined Perimeter. IEEE Netw. 34 (5) (2020)
Jaspreet Singh, Jonas Wallat, Avishek Anand
BERTnesia: Investigating the capture and forgetting of knowledge in BERT. BlackboxNLP@EMNLP (2020)
Sumit Kumar, Jaspreet Singh
Internet of Vehicles over Vanets: Smart and Secure Communication using IoT. Scalable Comput. Pract. Exp. 21 (3) (2020)
Jaspreet Singh, Yahuza Bello, Ahmed Refaey, Amr Mohamed
Five-Layers SDP-Based Hierarchical Security Paradigm for Multi-access Edge Computing. CoRR (2020)
Jaspreet Singh, Marwan Dhuheir, Ahmed Refaey, Aiman Erbad, Amr Mohamed, Mohsen Guizani
Navigation and Obstacle Avoidance System in Unknown Environment. CCECE (2020)
Meghna Khaturia, Jaspreet Singh, Akshay Patil, Sarbani Banerjee Belur, Abhay Karandikar, Prasanna Chaporkar, Tejashri Ghadge
Towards Frugal 5G: A Case Study of Palghar Test-bed in India. WCNC Workshops (2019)
Chandan Singh, Jaspreet Singh
Geometrically invariant color, shape and texture features for object recognition using multiple kernel learning classification approach. Inf. Sci. 484 (2019)
Zeon Trevor Fernando, Jaspreet Singh, Avishek Anand
A study on the Interpretability of Neural Retrieval Models using DeepSHAP. CoRR (2019)
Zijian Zhang, Jaspreet Singh, Ujwal Gadiraju, Avishek Anand
Dissonance Between Human and Machine Understanding. Proc. ACM Hum. Comput. Interact. 3 (CSCW) (2019)
Zeon Trevor Fernando, Jaspreet Singh, Avishek Anand
A study on the Interpretability of Neural Retrieval Models using DeepSHAP. SIGIR (2019)
Gaurav Kumar, Rishabh Joshi, Jaspreet Singh, Promod Yenigalla
AMUSED: A Multi-Stream Vector Representation Method for Use in Natural Dialogue. CoRR (2019)
Abdul Karim, Jaspreet Singh, Avinash Mishra, Abdollah Dehzangi, M. A. Hakim Newton, Abdul Sattar
Toxicity Prediction by Multimodal Deep Learning. CoRR (2019)
Jaspreet Singh, Avishek Anand
EXS: Explainable Search Using Local Model Agnostic Interpretability. WSDM (2019)
Abdul Karim, Jaspreet Singh, Avinash Mishra, Abdollah Dehzangi, M. A. Hakim Newton, Abdul Sattar
Toxicity Prediction by Multimodal Deep Learning. PKAW (2019)
Avishek Anand, Megha Khosla, Jaspreet Singh, Jan-Hendrik Zab, Zijian Zhang
Asynchronous Training of Word Embeddings for Large Text Corpora. WSDM (2019)
Chandan Singh, Jaspreet Singh
Multi-channel versus quaternion orthogonal rotation invariant moments for color image representation. Digit. Signal Process. 78 (2018)
Jaspreet Singh, Avishek Anand
Designing Search Tasks for Archive Search. CoRR (2018)
Jaspreet Singh, Avishek Anand
EXS: Explainable Search Using Local Model Agnostic Interpretability. CoRR (2018)
Jaspreet Singh, Chandra Shekhar Rai
An efficient load balancing method for ad hoc networks. Int. J. Commun. Syst. 31 (5) (2018)
Jaspreet Singh, Avishek Anand
Posthoc Interpretability of Learning to Rank Models using Secondary Training Data. CoRR (2018)
Jaspreet Singh, Wolfgang Nejdl, Avishek Anand
Expedition: A Time-Aware Exploratory Search System Designed for Scholars. CoRR (2018)
Jaspreet Singh, Johannes Hoffart, Avishek Anand
Discovering Entities with Just a Little Help from You. CoRR (2018)
Avishek Anand, Megha Khosla, Jaspreet Singh, Jan-Hendrik Zab, Zijian Zhang
Asynchronous Training of Word Embeddings for Large Text Corpora. CoRR (2018)
Jaspreet Singh, Avishek Anand
Interpreting search result rankings through intent modeling. CoRR (2018)
Jaspreet Singh, Wolfgang Nejdl, Avishek Anand
History by Diversity: Helping Historians search News Archives. CoRR (2018)
Jaspreet Singh, Gurvinder Singh, Rajinder Singh
Optimization of sentiment analysis using machine learning classifiers. Hum. centric Comput. Inf. Sci. 7 (2017)
Mohammad Aliannejadi, Maram Hasanain, Jiaxin Mao, Jaspreet Singh, Johanne R. Trippas, Hamed Zamani, Laura Dietz
ACM SIGIR Student Liaison Program. SIGIR Forum 51 (3) (2017)
Jaspreet Singh, Sergej Zerr, Stefan Siersdorfer
Structure-Aware Visualization of Text Corpora. CHIIR (2017)
Jaspreet Singh, Chandan Singh
Multi-channel generalized pseudo-Jacobi-Fourier moments for color image reconstruction and object recognition. ICAPR (2017)
Jaspreet Singh, Avishek Anand
Designing Search Tasks for Archive Search. CHIIR (2017)
Rupal Bhargava, Jaspreet Singh, Shivangi Arora, Yashvardhan Sharma
Bits_Pilani@INLI-FIRE-2017: Indian Native Language Identification using Deep Learning. FIRE (Working Notes) (2017)
Jaspreet Singh, Lini Thomas
IIIT-H at CLEF eHealth 2017 Task 2: Technologically Assisted Reviews in Empirical Medicine. CLEF (Working Notes) (2017)
Laura Koesten, Jaspreet Singh
Searching Data Portals - More Complex than we Thought? SCST@CHIIR (2017)
Jabhera Matogoro, Nerey H. Mvungi, Justinian Anatory, Abhay Karandikar, Jaspreet Singh
Towards Affordable Broadband Communication: A Quantitative Assessment of TV White Space in Tanzania. ICT4DA (2017)
Jaspreet Singh, Wolfgang Nejdl, Avishek Anand
Expedition: A Time-Aware Exploratory Search System Designed for Scholars. SIGIR (2016)
Jaspreet Singh, Wolfgang Nejdl, Avishek Anand
History by Diversity: Helping Historians search News Archives. CHIIR (2016)
Jaspreet Singh, Chandra Shekhar Rai
An optimized prioritized load balancing approach to scalable routing (OPLBA). Wirel. Networks 22 (1) (2016)
Animesh Kumar, Abhay Karandikar, Gaurang Naik, Meghna Khaturia, Shubham Saha, Mahak Arora, Jaspreet Singh
Toward enabling broadband for a billion plus population with TV white spaces. IEEE Commun. Mag. 54 (7) (2016)
Jaspreet Singh, Johannes Hoffart, Avishek Anand
Discovering Entities with Just a Little Help from You. CIKM (2016)
Johannes Hoffart, Dragan Milchevski, Gerhard Weikum, Avishek Anand, Jaspreet Singh
The Knowledge Awakens: Keeping Knowledge Bases Fresh with Emerging Entities. WWW (Companion Volume) (2016)
Zeon Trevor Fernando, Jaspreet Singh, Avishek Anand
L3S at the NTCIR-12 Temporal Information Access (Temporalia-2) Task. NTCIR (2016)
Animesh Kumar, Abhay Karandikar, Gaurang Naik, Meghna Khaturia, Shubham Saha, Mahak Arora, Jaspreet Singh
Towards Enabling Broadband for a Billon Plus Population with TV White Spaces. CoRR (2016)
Jaspreet Singh, Zeon Trevor Fernando, Saniya Chawla
LearnWeb-OER: Improving Accessibility of Open Educational Resources. CoRR (2015)
Jaspreet Singh, Abhijit Anand, Vinay Setty, Avishek Anand
Exploring Long Running News Stories using Wikipedia. WebSci (2015)
Jaspreet Singh, Sudhir Ramakrishna
On the Feasibility of Codebook-Based Beamforming in Millimeter Wave Systems With Multiple Antenna Arrays. IEEE Trans. Wirel. Commun. 14 (5) (2015)
Jaspreet Singh, Sudhir Ramakrishna
On the feasibility of beamforming in millimeter wave communication systems with multiple antenna arrays. CoRR (2014)
Jaspreet Singh, Sudhir Ramakrishna
On the feasibility of beamforming in millimeter wave communication systems with multiple antenna arrays. GLOBECOM (2014)
Pilar Mata, Craig E. Kuziemsky, Jaspreet Singh, Aladdin Hussein Baarah, Liam Peyton
Engineering a Performance Management System to Support Community Care Delivery. FHIES/SEHC (2014)
Jaspreet Singh, Upamanyu Madhow
Phase-Quantized Block Noncoherent Communication. IEEE Trans. Commun. 61 (7) (2013)
Jaspreet Singh, Zhouyue Pi, Hoang Nguyen
Low-complexity optimal CSI feedback in LTE. CCNC (2013)
Jaspreet Singh, Ron Ruhl, Dale Lindskog
GSM OTA SIM Cloning Attack and Cloning Resistance in EAP-SIM and USIM. SocialCom (2013)
Dongwoon Bai, Cheolhee Park, Jungwon Lee, Hoang Nguyen, Jaspreet Singh, Ankit Gupta, Zhouyue Pi, Taeyoon Kim, Chaiman Lim, Min-Goo Kim, Inyup Kang
LTE-advanced modem design: challenges and perspectives. IEEE Commun. Mag. 50 (2) (2012)
Simen Kind Gulbrandsen, Eirik Fikkan, Emil Grunt, Kjetil Mehl, Safoura Shamsolketabi, Jaspreet Singh, Miso Vrucinic, Bjørn Magnus Mathisen, Anders Kofod-Petersen
Social Network for Elderly. IICS (2012)
Jaspreet Singh
Research Essay: Challenges and Considerations of Modern Day Portal Tooling. Int. J. Web Portals 3 (2) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jaspreet Singh