1. Antibacterial Effect Of The Liquid Culture Of Lentinus Edodes (Berk.) Sing. Collected From Kulik Forest, Raiganj, West Bengal, India
Snigdha Majumder, Trisha Paul, Sankar N Sinha
University of Kalyani, India.
PAGE NO: 1-5
DOI:20.18001.GSJ.2025.V12I4.25.4111072921
2. An Introductory Review On Floating Microspheres Used For Sparingly Soluble Drugs: Formulation And Evaluation
Priyanka Pandey, Pranav Kumar Upadhyay
SHEAT College of Pharmacy.
PAGE NO: 6-15
DOI:20.18001.GSJ.2025.V12I4.25.4111072922
3. Comparative Analysis Of Seasonal Municipal Solid Waste (Msw) Characterization Methods And Their Effectiveness
Salma Sultana, Dr. M. Inayathulla
Bangalore University, Jnana Bharathi, Bengaluru, India.
PAGE NO: 16-34
DOI:20.18001.GSJ.2025.V12I4.25.4111072923
4. Enhancing Bankruptcy Prediction Using Hybrid Machine Learning: Lessons From An Imbalanced Polish Dataset
J.Keerthi, Dr. P. Jyotheeswari
Sri Venkateswara College Of Engineering & Technology, Chittoor, Andhra Pradesh.
PAGE NO: 35-42
DOI:20.18001.GSJ.2025.V12I4.25.4111072924
5. An Advanced Approach For Detecting Behavior-Based Intranet Attacks Using Machine Learning
K. Sunitha, K. Thyagarajan
Sri Venkateswara College Of Engineering & Technology, Chittoor, Andhra Pradesh.
PAGE NO: 43-50
DOI:20.18001.GSJ.2025.V12I4.25.4111072925
6. Smart Cities-trafficmanagement By Leveraging 5g Technology In Edge Computing
Dr. Vasantha M, Dr. GirijaV, Dilip Shahi, Manish Kumar, Keerthi S V
Cambridge Institute of Technology,K R Puram Bangalore-560036, India.
PAGE NO: 51-61
DOI:20.18001.GSJ.2025.V12I4.25.4111072926
7. Phytochemical Screening Of Ocimum Gratissimum L
Krati Tiwari, Vandana Pathak
M.G.C.G.V., Chitrakoot, Satna (M.P.)
I.P. Tripathi
Raja Shankar Shah University, Chhindwara (M.P.).
PAGE NO: 62-67
DOI:20.18001.GSJ.2025.V12I4.25.4111072927
8. The Evolving Landscape Of Data Analytics: Trends, Challenges, And Opportunities
Ms. Sonali S. Mankar, Ms. Deepali V. Padghan, Ms. Trupti Singh, Ms. Ankita Meshram, T.P Raju
Tulsiramji Gaikwad-Patil College of Engineering & Technology, Nagpur.
PAGE NO: 68-80
DOI:20.18001.GSJ.2025.V12I4.25.4111072928
9. A Review On Facial Emotions Detection By Using Cnn
Simran S. Khatri, Dr. G. R. Bamnote, S. P. Akarte
Prof. Ram Meghe institute of technology and research, Badnera, Amravati.
PAGE NO: 81-84
DOI:20.18001.GSJ.2025.V12I4.25.4111072929
10. Proactive Train Collision Alert System
SALA RAJESH, RALLAPUDI CHANDRIKA, SESHAM VARSHA, BATCHU VIGNESH, CHATRAGADDA ROSHITH
SR Gudlavalleru Engineering College Gudlavalleru, India.
PAGE NO: 85-88
DOI:20.18001.GSJ.2025.V12I4.25.4111072930
11. Applications Of Artificial Intelligence In Textile Testing
Jakiya A. Alase, Dr. P.M. Katkar, Dr. S. M. Landage
D. K. T. E. Society’s,Textile and Engineering Institute, Ichalkaranji – 416115 Maharashtra, India.
PAGE NO: 89-92
DOI:20.18001.GSJ.2025.V12I4.25.4111072931
12. The Impact Of Digital Educational Games On Student’s Motivation For Learning
Lisa anand shiv, Khushbu manohar wahane, Aarti Brijendra Sharma, Tannu sheshrao shinde
Tulsiramaji Gaikwad Patil Collage Mohagaon Nagpur Maharashtra.
PAGE NO: 93-100
DOI:20.18001.GSJ.2025.V12I4.25.4111072932
13. Exploring Biopesticidal Potentials Of Family Capparaceae To Manage Early Blight Of Tomato (Solanum Lycopersicum L.)
Kirankumar Khandare
M.V.P.samaj’s Arts, Commerce and Science College Nandgaon, Dist. Nashik. 423106.
S.B. Andhale
M.V.P.samaj’s K.A.A.N.M.S. Arts, Commerce and Science College Satana, Dist. Nashik. 423301.
PAGE NO: 101-113
DOI:20.18001.GSJ.2025.V12I4.25.4111072933
14. Determination Of Qubit Entanglement In A Sequential Two-photon Double Ionization Process Of Kr Atom
S.Sen, Mohana Chakraborty
TrivenideviBhalotia College, Raniganj- 713347, India.
D. Sarnakar, M. Chakraborty
Asansol Girls’ College, Asansol -713304, India.
PAGE NO: 114-117
DOI:20.18001.GSJ.2025.V12I4.25.4111072934
15. Facial Emotions Detection By Using Haarcascade F.d. Algorithm
Simran S. Khatri, Dr. G. R. Bamnote, S. P. Akarte
Ram Meghe institute of technology and research , Badnera , Amravati.
PAGE NO: 118-124
DOI:20.18001.GSJ.2025.V12I4.25.4111072935
16. Navigating The Digital Era With Emotional Intelligence
Ms. Nisha Gurjar, Dr. Mallika Shekhar
Banasthali Vidyapith, Rajasthan (India).
PAGE NO: 125-135
DOI:20.18001.GSJ.2025.V12I4.25.4111072936
17. Price Negotiation Chatbot Using Ai-based Ensemble Machine Learning Techniques For E-commerce Website
Bhagyashree S. Metre, Dr. V. S. Gulhane, H. N. Datir
SIPNA COET, Amravati, India.
PAGE NO: 136-147
DOI:20.18001.GSJ.2025.V12I4.25.4111072937
18. Navigating the Pressure of Medical Education: Mental Health Challenges and Well-Being of Medical Students
Rajshree S. Vaishnav, Prit R. Badhiye, Saroj R. Pandey
RTM Nagpur University, Nagpur.
PAGE NO: 148-159
DOI:20.18001.GSJ.2025.V12I4.25.4111072938
19. Automated Billing Of Solar Based EV Charging System
D.Meenakshi Devi, P.Krupa Babu, K.Geethanjali, K.Kavitha, P.Pothu Raju
Seshadri Rao Gudlavalleru Engineering College, Gudlavalleru, Andhra Pradesh, India.
PAGE NO: 160-166
DOI:20.18001.GSJ.2025.V12I4.25.4111072939
20. Evaluating The Influence Of Digital Marketing On Tourism Purchases Using Soft Computing
Varsha Singh, Dr. Mukesh Kumar Singh
Armapur PG College, Kanpur, Uttar Pradesh.
Dr. Saurabh Srivastav
IILM University, Greater Noida.
PAGE NO: 167-180
DOI:20.18001.GSJ.2025.V12I4.25.4111072940
21. Hospital Management System: Enhancing Healthcare Efficiency Through Digitalization
Dr. Kishor Wagh, Dr. Sushama Telrandhe, Khushi Mukhare, Harsha Bhimte, Prajkta Deosarkar, Dixika Kothare
Guru Nanak Institute of Engineering and Technology, Nagpur Maharashtra, India.
PAGE NO: 181-185
DOI:20.18001.GSJ.2025.V12I4.25.4111072941
22. The Diatom Flora Of Waghur Dam, Jalgaon, Maharashtra
Vandana Narsing Rathod
MVP Samaj KTHM College and Research Centre of Nashik, Maharashtra-422002.
S. B. Andhale
K.A.A.N.M.S. Arts, Commerce and Science College Satana, Tal Baglan, Dist. Nashik, Maharshtra-423301.
PAGE NO: 186-198
DOI:20.18001.GSJ.2025.V12I4.25.4111072942
23. Evaluation And Selection Of Bituminous Mixes For High-performance Roads
Roshan Kumar Verma, Dr. Manoj Sharma
IPSCTM, Gwalior, Affiliated to RGPV, Bhopal (MP).
PAGE NO: 199-207
DOI:20.18001.GSJ.2025.V12I4.25.4111072943
24. Review On Predictive & Prescriptive Analytical Solutions For Optimizing Healthcare Services
Ali Ammar Kazmi, Nida Khan, Dr. Mohammad Suaib
Integral University, Lucknow, India.
PAGE NO: 208-217
DOI:20.18001.GSJ.2025.V12I4.25.4111072944
25. Pharmaceutical Study Of Shatavari Kalpa
Vd. Kiran R. Asarwale
Radhakisan Toshniwal Ayurved Mahavidyalaya, Akola.
Vd. Minal B Belsare
Government Ayurved College and Hospital, Nagpur.
PAGE NO: 218-228
DOI:20.18001.GSJ.2025.V12I4.25.4111072945
26. Analyze The Impact Of Digital Health And Telemedicine On Patient Outcomes And The Provision Of Healthcare
Dr. Satheesh S, Elavarasan P R
J.K.K.Nattaraja College of Pharmacy, Kumarapalayam, Namakkal- 638183.
PAGE NO: 229-242
DOI:20.18001.GSJ.2025.V12I4.25.4111072946
27. The Dark Side Of Immunotherapy: Immune-related Adverse Events And Their Long-term Toxicological Consequences
N. Venkateswaramurthy, N. Lokesh, K. Kamesh
J.K.K. Nattraja College of Pharmacy, Kumarapalayam, Namakkal-638183, Tamil Nadu, India.
PAGE NO: 243-251
DOI:20.18001.GSJ.2025.V12I4.25.4111072947
28. A Comparative Study On Psychodynamic Drug Therapy Among Unipolar Depressive Patients: A Cross-sectional Study
N. Venkateswaramurthy, A. Abinaya
JKKN College of Pharmacy, Kumarapalayam, 638183, Tamil Nadu, India.
PAGE NO: 252-265
DOI:20.18001.GSJ.2025.V12I4.25.4111072948
29. The Complexity Of Polydrug Abuse: Addressing The Growing Concern Of Xylazine And Fentanyl Co-use In India
Krishna Ravi, Dr. Lokesh Narayanan
J.K.K. Nattraja College of Pharmacy, Kumarapalayam, Namakkal-638183, Tamil Nadu, India.
PAGE NO: 266-280
DOI:20.18001.GSJ.2025.V12I4.25.4111072949
30. An Overview of Statistical Applications in the Textile Industry
Mahananda B Bhopale
D.K.T.E. Society’s Textile and Engineering Institute, Ichalkaranji-416115, Maharashtra, India.
PAGE NO: 281-286
DOI:20.18001.GSJ.2025.V12I4.25.4111072950
31. A Study Of Coconut Fiber In Concrete With Partial Replacement Of Course Aggregate
Mr. Nasarodin Kasimsab Shaikh, Kuldeep S Patil, Dr Yogesh R Suryawanshi
JSPM ICOER Wagholi Pune.
PAGE NO: 287-297
DOI:20.18001.GSJ.2025.V12I4.25.4111072951
32. Hapsco-tcs: A Hybrid Aco-pso Approach For Loadbalancing In Cloud Computing
Zainab Khan, Kavita Agrawal, Sheeba Parveen
Integral University, Lucknow.
PAGE NO: 298-316
DOI:20.18001.GSJ.2025.V12I4.25.4111072952
33. Smart Caption: Intelligent Image Description Using Transformer Decoder
Ms.Deepali Govindrao Navalkar, Dr. Nilesh .R.Wankhade
Late G. N.Sapkal College of Engineering, Nashik, India.
PAGE NO: 317-322
DOI:20.18001.GSJ.2025.V12I4.25.4111072953
34. Impact Of Foreign Trade On Economic Development Of India
Dr. Dinesh Prasad Gupta
L.N.M.U Darbhanga, Bihar.
PAGE NO: 323-328
DOI:20.18001.GSJ.2025.V12I4.25.4111072954
35. Ai Based Cost Optimized Waste Segregation System Using Image Processing
Vahid M. Jamadar, Hemant K. Shete, Suyash Nalawade, Pranita Shedage, Karan Chavare, Pranoti Thorat, Chaitanya Bhosale
AGTI’s Dr. Daulatrao Aher College of Engineering Karad, Maharashtra, India.
PAGE NO: 329-332
DOI:20.18001.GSJ.2025.V12I4.25.4111072955
36. Chronic Kidney Disease Prediction Using Machine Learning
Yash Jayant Ingole, Dr. M. A. Pund, Dr. R. A. Kale
Prof. Ram Meghe institute of technology and research Badnera, Amravati.
PAGE NO: 333-339
DOI:20.18001.GSJ.2025.V12I4.25.4111072956
37. Effect Of Environmental Pollution On Human Health
Dr. Ashok Kumar Singh
R.K.College, Madhubani, Bihar.
PAGE NO: 340-346
DOI:20.18001.GSJ.2025.V12I4.25.4111072957
38. Qualitative And Quantitative Determination Of Drotaverine In Bulk And Tablet Dosage Form By Validated Rp-hplc Method
MANEPALLI LOVAKUMARI, DR. KONAPALLI PUNNY
Kits College of Pharmacy for Womens, Divili, Peddapuram, Kakinada(M), East Godavari District, A.P.
PAGE NO: 347-355
DOI:20.18001.GSJ.2025.V12I4.25.4111072958
39. Disruptive Technologies And Consumer Insights: Analyzing The Impact Ofartificial Intelligence, Machine Learning, Blockchain, Iot, Industry 6.0, Business Intelligence And Fintech On Consumer Decision Making And Marketing Strategies – An Empirical Assessment
Dr. G. YOGANANDHAM
Thiruvalluvar University (A State University) Serkkadu, Vellore District, Tamil Nadu, India- 632 115.
PAGE NO: 356-370
DOI:20.18001.GSJ.2025.V12I4.25.4111072959
40. Ai-intelligent Transport System
Dr. Girija V, Dr. Vasantha M, Bindu M S, Sahana M, Sandhya S
Cambridge Institute of Technology An Autonomous Institution Affiliated to VTU K R Puram,Bangalore-560036, India.
PAGE NO: 371-378
DOI:20.18001.GSJ.2025.V12I4.25.4111072960
41. Acne Vulgaris And Medicinal Herbs – A Perspective View
R.Ramasubramania Raja, S.Sriram, M.Gopal Rao
Sri Ramakrishna Institute of Paramedical Sciences, Coimbatore-44, India.
PAGE NO: 379-388
DOI:20.18001.GSJ.2025.V12I4.25.4111072961
42. A Review On Synthesis Of Bioactive Pyranopyrazoles By One Pot Multicomponent Strategies
Ravindra Chigare, Siddharth Kamat, Yashovardhan Indi
D.K.T.E. TEI, Ichalkaranji-416115 India.
Arjun Kumbhar
Vivekanand College,Kolhapur-416003 India.
PAGE NO: 389-406
DOI:20.18001.GSJ.2025.V12I4.25.4111072962
43. Fingerprint and RFID Based Vehicle Access with GSM and GPS
Ms. CVP Supradeepthi, Akash C, G. Naga Chandu, S. Bhanu Prakash
Institute of Aeronautical Engineering.
PAGE NO: 407-412
DOI:20.18001.GSJ.2025.V12I4.25.4111072963
44. Lesion Logic: Ai-powered Convolutional Approaches To Dermatology
Dr.R. Prema, Vuppaladhadium Sai Samarth Saketh, Panguluru Sreesa Sarma
SCSVMV University, Enathur, Kancheepuram, India.
PAGE NO: 413-417
DOI:20.18001.GSJ.2025.V12I4.25.4111072964
45. Smart Strategies For Smart Markets: Machine Learning In E-commerce Investment Growth
Dr. R. Poorvadevi, Chalamcharla Bhavana Priya, Davu Manasa
SCSVMV University, Enathur, Kancheepuram, India.
PAGE NO: 418-424
DOI:20.18001.GSJ.2025.V12I4.25.4111072965
46. Supervised Machine Learning Techniques: A Primer For Pharmacy Students And Researchers
Sophia Alamanda
Aditya University, Surampalem, Andhra Pradesh, India.
Sravya Eluri, Pathi Sowjanya
Raghu Engineering College Dakkamarri Visakhapatnam, Andhra Pradesh, India.
PV Parvati Sai Arun
DMachine learning wing, Aditya AI Systems, 104, Adhya towers, Belagum, Parvatipuram Andhra Pradesh, India.
PAGE NO: 425-434
DOI:20.18001.GSJ.2025.V12I4.25.4111072966
47. Investigating The Compressive Performance Of Geopolymer Concrete: A Parametric Analysis.
Shyamal Mishra, Dr. Manoj Sharma
IPSCTM, Gwalior, Affiliated to RGPV, Bhopal (MP).
PAGE NO: 435-442
DOI:20.18001.GSJ.2025.V12I4.25.4111072967
48. 2-Dimensional Linear Feedback Shift Register for Built in Self-Test Design
V. Lakshman Varma, B. Ravi Kumar, P. Manik, S. Sai Kumar Reddy4
Institute of Aeronautical Engineering, India.
PAGE NO: 443-453
DOI:20.18001.GSJ.2025.V12I4.25.4111072968
49. Digital Image Watermarking Using Optimized DWT-DCTPBFO
Purum Lokesh, V Prasannanjaneya Reddy, Mahamani Nath, G Sanjay Kumar
Institute of Aeronautical Engineering, India.
PAGE NO: 454-464
DOI:20.18001.GSJ.2025.V12I4.25.4111072969
50. Relative Phase Features: Enhancing Shouted And Normal Speech
M. Manisha, K. Mahesh, K. Sai Srikar, DR. S China Venkateswarlu
Institute of Aeronautical Engineering(Autonomous).
PAGE NO: 465-471
DOI:20.18001.GSJ.2025.V12I4.25.4111072970
51. Tweet Fragmentation Technique: An Automatic Detection Of Malicious User On Social Networking Sites
Mr. Roshan Chanderkar, Ms. Neha Khobragade, Ms. Aarzoo Meshram, Ms. Pranali Paighan
TGPCET, Nagpur.
PAGE NO: 472-480
DOI:20.18001.GSJ.2025.V12I4.25.4111072971
52. Price Comparison For Online Shopping By Web Scraping
Mr. K. Venkaiah, V.krishna Prasad, P.Rajitha, M.Vinod
Joginpally B.R Engineering College,Moinabad, Telangana, India.
PAGE NO: 481-489
DOI:20.18001.GSJ.2025.V12I4.25.4111072972
53. Evaluation of in Vivo Antioxidant Potential of Garlic Derived Phytochemical Allicin in Different liver Cancer Cell Lines
Nayak Shyama Prasad Gopal, Dr. Shushovan Banik
L.N.Mithila University,Ddarbhanga, Bihar.
PAGE NO: 490-495
DOI:20.18001.GSJ.2025.V12I4.25.4111072973
54. IOT Based Real Time Power Line With Auditing System
Pradip B. Vyavahare, Tejas P. Adhatrao, Vijay D. Mane, Vishal R. Dupade, Aniruddha R. Birajdar
SKN Sinhgad College of Engineering Pandharpur, India.
PAGE NO: 496-497
DOI:20.18001.GSJ.2025.V12I4.25.4111072974
55. Ai-intelligent Transport System
Dr. Girija V, Dr. Vasantha M, Bindu M S, Sahana M, Sandhya S
Cambridge Institute of Technology An Autonomous Institution Affiliated to VTU K R Puram,Bangalore-560036, India.
PAGE NO: 498-505
DOI:20.18001.GSJ.2025.V12I4.25.4111072975
56. Face Recognition-based Automated Attendance System For Academic Institutions
V.Balu, Ch.K.Rishi, Pradeep YVSBK
Sri Chandrasekharendra Saraswathi Viswa Mahavidyalaya Kanchipuram, India.
PAGE NO: 506-509
DOI:20.18001.GSJ.2025.V12I4.25.4111072976
57. A Comprehensive Study On Music Recommendation System
Taushif Hasan, Rahul Ranjan, Rani Parween, Zishan Khan, Mohammad Tauheed
Integral University, Uttar Pradesh, India.
PAGE NO: 510-515
DOI:20.18001.GSJ.2025.V12I4.25.4111072977
58. Ai Based Mock Interview Web-application With Real-time Facial Expressions Recognition
Isha Wairagade, Chinmay Pawar, Akhil Jaiswal
HVPM College of Engineering & Technology Amravati, Maharashtra, India.,444606.
PAGE NO: 516-525
DOI:20.18001.GSJ.2025.V12I4.25.4111072978
59. Neural Wiener Filter For Efficient Multichannel Speech Enhancement
J. Jayasree, P. Karthik, M. Komal, DR. S China Venkateswarlu
Institute of Aeronautical Engineering(Autonomous).
PAGE NO: 526-532
DOI:20.18001.GSJ.2025.V12I4.25.4111072979
60. Industrial Equipment Fault Monitoring System
P.Munaswamy, Sriram Sravani, M.Santhoshi Priya, N.Sri Naga Priya Vardhini
Institute of Aeronautical Engineering Hyderabad,500043, India.
PAGE NO: 533-536
DOI:20.18001.GSJ.2025.V12I4.25.4111072980