Personal information

Quantum Machine Learning, Deep Learning, Big Data Analytics
India, United States

Biography

I am currently working as a Postdoctoral Research Associate in the Department of Chemistry and Computer Science under Prof. Sabre Kais group. I completed my Ph.D. (December 2021) in the domain of Agriculture and Machine learning in Computer Science & Engineering Department under the supervision of Dr. Sushma Jain at Thapar Institute of Engineering and Technology, Patiala, India.
My current research interests are in the areas of Quantum Machine Learning, Machine Learning, Deep Learning, and Big Data with applications in various domains. I am interested in Computer Vision and Machine Learning, specifically, some of the problems I find interesting are classification, recognition, segmentation, and object detection. I previously worked in the areas of Machine Learning, Deep Learning, and Artificial Intelligence and their applications in Detection and Defence against Adversarial attacks, Vehicle-Traffic sign detection, Chem-informatics, Smart Agriculture, Irrigation Scheduling, and Multiomic- genomic Biology. I am keenly interested in the intersection of Genomics and Machine Learning, employing computational analysis for multi-omic data/image integration, classification, segmentation, and detection.
I envision my future research to span across some interrelated sub-areas of Computer vision, Bio-informatics, Climate Crop-soil modeling, and Medical imaging.

Activities

Employment (1)

Purdue University: West Lafayette, IN, US

2022-06-14 to present | Postdoctoral Research Associate
Employment
Source: Self-asserted source
Mandeep Kaur Saggi

Education and qualifications (2)

Thapar Institute of Engineering and Technology (Deemed to be University): Patiala, Punjab, IN

2016-01-05 to 2021-12-30 | Phd (Computer science Eng)
Education
Source: Self-asserted source
Mandeep Kaur Saggi

DAV University: Jalandhar, punjab, IN

2013-07-20 to 2015-07-13 | Mtech (Computer Science Eng)
Education
Source: Self-asserted source
Mandeep Kaur Saggi

Funding (1)

Decision Support System for On-Farm Crop Water Irrigation Scheduling using Machine Learning approaches

2019-04 to 2021-07 | Award
Council of Scientific and Industrial Research (New Delhi, IN)
GRANT_NUMBER:

09/677 (0040)/2019-EMR-I

Source: Self-asserted source
Mandeep Kaur Saggi

Works (18)

Quantum Machine Learning Predicting ADME-Tox Properties in Drug Discovery

Journal of Chemical Information and Modeling
2023-11-13 | Journal article
Contributors: Amandeep Singh Bhatia; Mandeep Kaur Saggi; Sabre Kais
Source: Self-asserted source
Mandeep Kaur Saggi

Proposition of new ensemble data-intelligence model for evapotranspiration process simulation

Journal of Ambient Intelligence and Humanized Computing
2023-07 | Journal article
Contributors: Mandeep Kaur Saggi; Sushma Jain; Amandeep Singh Bhatia; Rakesh Sharda
Source: Self-asserted source
Mandeep Kaur Saggi

Deep learning versus gradient boosting machine for pan evaporation prediction

Engineering Applications of Computational Fluid Mechanics
2022-12-31 | Journal article
Contributors: Anurag Malik; Mandeep Kaur Saggi; Sufia Rehman; Haroon Sajjad; Samed Inyurt; Amandeep Singh Bhatia; Aitazaz Ahsan Farooque; Atheer Y. Oudah; Zaher Mundher Yaseen
Source: Self-asserted source
Mandeep Kaur Saggi

Cyanobacteria blue-green algae prediction enhancement using hybrid machine learning–based gamma test variable selection and empirical wavelet transform

Environmental Science and Pollution Research
2022-11 | Journal article
Contributors: SALIM HEDDAM; Zaher Mundher Yaseen; Mayadah W. Falah; Leonardo Goliatt; Mou Leong Tan; Zulfaqar Sa’adi; Iman Ahmadianfar; Mandeep Saggi; Amandeep Bhatia; Pijush Samui
Source: Self-asserted source
Mandeep Kaur Saggi

A Survey Towards Decision Support System on Smart Irrigation Scheduling Using Machine Learning approaches

Archives of Computational Methods in Engineering
2022-10 | Journal article
Contributors: Mandeep Kaur Saggi; Sushma Jain
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Crossref
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Preferred source (of 2)‎

Quantum Machine Learning Algorithms

Emerging Computing Paradigms
2022-07-11 | Other
Contributors: Renata Wong; Tanya Garg; Ritu Thombre; Alberto Maldonado Romo; PN Niranjan; Pinaki Sen; Mandeep Kaur Saggi; Amandeep Singh Bhatia
Source: Self-asserted source
Mandeep Kaur Saggi

Reference evapotranspiration prediction using high-order response surface method

Theoretical and Applied Climatology
2022-04 | Journal article
Contributors: Behrooz Keshtegar; Shafika Sultan Abdullah; Yuk Feng Huang; Mandeep Kaur Saggi; Khaled Mohamed Khedher; Zaher Yaseen
Source: Self-asserted source
Mandeep Kaur Saggi

A Newly Developed Integrative Bio-Inspired Artificial Intelligence Model for Wind Speed Prediction

IEEE Access
2020 | Journal article
Contributors: Hai Tao; Sinan Q. Salih; Mandeep Kaur Saggi; Esmaeel Dodangeh; Cyril Voyant; Nadhir Al-Ansari; Zaher Mundher Yaseen; Shamsuddin Shahid
Source: check_circle
Crossref

Deep learning under H2O framework: A novel approach for quantitative analysis of discharge coefficient in sluice gates

Journal of Hydroinformatics
2020-11-01 | Journal article
Contributors: Mohammad Ali Ghorbani; Farzin Salmasi; Mandeep Kaur Saggi; Amandeep Singh Bhatia; Ercan Kahya; Reza Norouzi
Source: Self-asserted source
Mandeep Kaur Saggi

QPSO-CD: quantum-behaved particle swarm optimization algorithm with Cauchy distribution

Quantum Information Processing
2020-10 | Journal article
Contributors: Amandeep Singh Bhatia; Mandeep Kaur Saggi; Shenggen Zheng
Source: Self-asserted source
Mandeep Kaur Saggi

Continuous monitoring of suspended sediment concentrations using image analytics and deriving inherent correlations by machine learning

Scientific Reports
2020-05-22 | Journal article
Contributors: Mohammad Ali Ghorbani; Rahman Khatibi; Vijay P. Singh; Ercan Kahya; Heikki Ruskeepää; Mandeep Kaur Saggi; Bellie Sivakumar; Sungwon Kim; Farzin Salmasi; Mahsa Hasanpour Kashani et al.
Source: Self-asserted source
Mandeep Kaur Saggi

Application of fuzzy-genetic and regularization random forest (FG-RRF): Estimation of crop evapotranspiration (ET ) for maize and wheat crops

Agricultural Water Management
2020-02 | Journal article
Contributors: Mandeep Kaur Saggi; Sushma Jain
Source: Self-asserted source
Mandeep Kaur Saggi

Matrix Product State–Based Quantum Classifier

Neural Computation
2019-07 | Journal article
Contributors: Amandeep Singh Bhatia; Mandeep Kaur Saggi; Ajay Kumar; Sushma Jain
Source: Self-asserted source
Mandeep Kaur Saggi

Reference evapotranspiration estimation and modeling of the Punjab Northern India using deep learning

Computers and Electronics in Agriculture
2019-01 | Journal article
Contributors: Mandeep Kaur Saggi; Sushma Jain
Source: Self-asserted source
Mandeep Kaur Saggi

Implementation of evolutionary computing models for reference evapotranspiration modeling: short review, assessment and possible future research directions

Engineering Applications of Computational Fluid Mechanics
2019-01-01 | Journal article
Contributors: Wang Jing; Zaher Yaseen; Shahid, S; Mandeep Kaur Saggi; Hai Tao; Ozgur Kisi; Sinan Q. Salih; Nadhir Al-Ansari; Kwok-Wing Chau
Source: Self-asserted source
Mandeep Kaur Saggi

Viability of the advanced adaptive neuro-fuzzy inference system model on reservoir evaporation process simulation: case study of Nasser Lake in Egypt

Engineering Applications of Computational Fluid Mechanics
2019-01-01 | Journal article
Contributors: Sinan Q. Salih; Mohammed Falah Allawi; Ali A. Yousif; Asaad M. Armanuos; Mandeep Kaur Saggi; Mumtaz Ali; Shahid, S; Nadhir Al-Ansari; Zaher Yaseen; Kwok-Wing Chau
Source: Self-asserted source
Mandeep Kaur Saggi

A survey towards an integration of big data analytics to big insights for value-creation

Information Processing & Management
2018-09 | Journal article
Contributors: Mandeep Kaur Saggi; Sushma Jain
Source: Self-asserted source
Mandeep Kaur Saggi

Isolation of Sybil attack in VANET using neighboring information

2015 IEEE International Advance Computing Conference (IACC)
2015-06 | Conference paper
Contributors: Mandeep Kaur Saggi; Ranjeet Kaur
Source: Self-asserted source
Mandeep Kaur Saggi via Crossref Metadata Search

Peer review (6 reviews for 4 publications/grants)

Review activity for Communications chemistry. (1)
Review activity for Environmental modelling & software (1)
Review activity for Journal of hydrology. (2)
Review activity for Nature communications (2)