SRM-AP All News
ALL News
- An Algorithm that Redefines Employee Attrition Prediction Technology March 21, 2025
Dr Vimal Babu, Associate Professor in the Department of Management along with his PhD scholar Ms Rukma R, have co-authored a research paper titled “Enhancement of New Random Forest Algorithm to Predict the Employee Attrition Rate.” Published in the International Journal of Enterprise Network Management (ABDC-B), the paper also includes contributions from Dr Vijaya Prabhagar M, Assistant Professor at IIM Jammu.
Their work focuses on improving machine learning techniques to better predict employee attrition, that is, the employees who are likely to leave the organisation. The study focuses on the impact of HR analytics adoption by applying algorithms to predict employee attrition. It uses the Random Forest algorithm to identify reasons for attrition. However, this algorithm can be slow due to the large number of decision trees it uses. To improve it, the study proposes a new method that selects the best decision trees using a technique called fractional factorial design, which outperforms all others in predicting employee attrition.
Abstract
The problem of employee attrition in every organisation concerns the employee turnover ratio, thereby increasing the cost of investment in human resources. Various factors are reasonable for the rapid attritions at different phases. The purpose of the current study is to predict the employees who are likely to leave the organization. The factors that lead to attrition are identified using the Random Forest algorithm. The Random Forest algorithm is a widely used supervised machine-learning technique for classification and prediction. However, the random forest algorithm has certain issue like it is too slow and ineffective for real time predictions. i.e., the large number of trees can make the algorithm, which results in a slower model. Therefore, the study proposes, a new alternative for choosing the appropriate decision trees based on the concept of fractional factorial design of experiments. The different performance criteria were compared across the modified random forest algorithm, existing random forest algorithm, Support Vector Machine (SVM), Logistic Regression (LR), Navie Bayes (NB), K – Nearest Neighbour (K-NN), Decision Tree, XG Boost tree and Neural Network (NN). It was found that the modified random forest algorithm excelled in all criteria and performed better than the existing ones.
Practical Implementation/Social Implications of the Research
Practical implication: It emphasises the importance of focusing on factors like Business Travel, Job Role, Over Time, Department, Marital Status, and Education to reduce employee attrition. Organisations should design retention programs that support frequent travellers, manage overtime effectively, and address specific departmental needs. Tailoring job roles, promoting work-life balance through flexible hours, and providing educational opportunities are key strategies for enhancing employee satisfaction and retention.
Social Implication: The measures of this study can transform work culture into a more supportive and inclusive environment, promote gender equality by supporting employees with family responsibilities, and contribute to economic stability through reduced attrition. By investing in employee well-being, organizations can also strengthen their community engagement and corporate social responsibility initiatives for both employees and the broader society.
Future Research Plans
Future research could explore other factors influencing employee attrition, such as organizational culture, leadership style, and employee engagement. Longitudinal studies could track changes over time to understand the long-term effects on attrition rates. Additionally, investigating the interplay between identified factors, such as how Job Role and Over Time influence attrition, could provide deeper insights. Expanding the study across different industries and locations may reveal specific trends, allowing for tailored retention strategies. Lastly, incorporating qualitative methods like interviews and focus groups could offer a richer understanding of employees’ experiences and perceptions, complementing the quantitative findings.
Continue reading →
- Expert Talk by Prof. Meenakshi Munshi March 21, 2025
The Department of Biological Sciences at SRM University-AP organised an Expert Talk on “Various Funding Opportunities for Departments, Scholars, Postdocs, and Faculty of Life Sciences”. The event featured Prof. Meenakshi Munshi, Former Adviser/Scientist-G and Head of HRD & Societal Program Division at the Department of Biotechnology, Government of India.
The session had a turnout of participants and faculty members from various departments. The event, organised under the guidance of Dr Anil K Suresh, aimed to provide comprehensive information about the diverse funding landscape available to support research and academic initiatives in the life sciences domain.
During her presentation, Prof. Munshi offered a detailed overview of numerous funding sources accessible to researchers at different career stages. She expertly navigated through the complexities of eligibility criteria and application procedures, empowering attendees with practical knowledge and to identify and pursue appropriate funding opportunities. Prof. Munshi stressed on the importance of developing well-crafted research proposals and realistic budgets that align with the priorities of funding agencies, significantly increasing the chances of securing financial support.
One of the highlights of the session was Prof. Munshi’s emphasis on the value of collaborative research networks. She explained how strategic partnerships can strengthen funding applications and expand the scope and impact of research projects. This perspective encouraged participants to think beyond individual pursuits and consider the benefits of interdisciplinary collaboration, a principle that aligns perfectly with SRM University-AP’s research philosophy.
The event fostered intellectual discussions among participants, creating an environment conducive to knowledge sharing and networking. Students and faculty alike engaged with Prof. Munshi, seeking clarification on specific aspects of the funding process and sharing their experiences and challenges.
The talk built confidence in the participants’ ability to navigate the funding landscape. Armed with practical strategies for identifying suitable funding sources, understanding application requirements, crafting compelling proposals, and building collaborative networks, attendees are now better positioned to advance their research endeavours.
Continue reading → - Dr Amit Chakraborty and Scholar Publish their Research in Nature Index Journal March 21, 2025
Dr Amit Chakraborty, Assistant Professor in the Department of Physics and Ms Shreecheta Chowdhury, PhD Scholar, have co-authored a research paper titled “Boosted top tagging through flavour-violating interactions at the LHC”, which has been published in the European Physical Journal C (Nature Index), Q1 Journal having an impact factor 4.2.
Their research focuses on identifying a rare process involving the top quark, one of the heaviest particles. In this rare decay, the top quark transforms into a charm quark and a Higgs boson, which then breaks down into two b quarks. The team uses the data collected at the Large Hadron Collider (LHC), the world’s largest particle smasher, and employs Machine Learning techniques to investigate the possibility of understanding these collision events and identifying signatures of physics Beyond the Standard Model.
Abstract
This paper describes a method for detecting a rare top quark decay into a charm quark and a Higgs boson (H), which decays further into b quarks, at the Large Hadron Collider (LHC), and introduces a tagging algorithm to identify boosted tops using large-R jets containing b- and c-tagged elements. We consider the associated production of the top quark with a W-boson and identify different observables to discriminate the signal from the Standard Model (SM) background events. Although our model with improved jet substructure methods outperforms existing approaches to tag such rare decay tops, the improvement in the New Physics reach in terms of t → cH branching ratio is marginal, even at the high luminosity run of LHC, compared to the existing limits from the LHC 13 TeV data. Additionally, the paper utilizes SHAP, a Game Theory-based method, to analyse the contribution of each observable to the classification of events, offering valuable insights into the classifier.
Future Research Plans
The team plans to explore Beyond Standard Model (BSM) physics through collider phenomenology. Leveraging the Higgs boson as a portal, they aim to investigate its potential role in dark matter interactions, neutrino mass generation, and possibly being part of a larger scalar sector. Additionally, Dr Chakraborty will delve into ultra-light particle searches and develop novel jet physics techniques using advanced Machine Learning (ML) algorithms for particle identification and classification. A crucial aspect of his work will be creating testable search strategies, ensuring direct comparison with experimental data from current and future colliders.
Continue reading →
- Film Gala 2025: Exploring Novel Media of Storytelling March 20, 2025
The Film Gala 2025, organised by the CineMates Club of SRM AP, was inaugurated with a formal ceremony that marked a prestigious two-day celebration dedicated to the art of cinema, narrative excellence, and creative expression. This distinguished event established a professional forum for filmmakers, artists, and cinema enthusiasts from across the nation to participate in intellectual discourse, competitive showcases, and cultural exhibitions.
The ceremony was honoured by the presence of Mrs Tejaswi Podapati Macharapu, Chairperson of the AP State Creativity and Culture Commission, Government of Andhra Pradesh, who served as the Chief Guest. She was accompanied by Mr Sujith Kalluri, Chief Club Advisors, distinguished faculty members, Founders and Alumni of CineMates, and official representatives from the organising committee.
The keynote address by Chief Guest Mrs Tejaswi Podapati Macharapu constituted the ceremony’s centrepiece. She delivered a comprehensive discourse on cinema’s transformative role in contemporary society. Drawing from her academic experiences, she emphasised the importance of integrating creative pursuits with scholastic endeavours. Mrs Tejaswi noted that India maintains its position as the world’s foremost film-producing nation, with an annual output exceeding 2,000 cinematic productions, thereby presenting substantial opportunities for aspiring filmmakers. She further emphasised that students from diverse academic disciplines, including engineering, possess the analytical acumen and creative capabilities necessary for success in the film industry.
To reinforce her message, Mrs Tejaswi referenced distinguished individuals from various professional domains, including politics, athletics, and the arts, underscoring how perseverance and passion are fundamental elements of professional achievement. She concluded her address by expressing admiration for the Film Gala’s established legacy and commended SRM AP for its institutional commitment to advancing artistic initiatives.
The ceremony featured classical dance performances by Ms. Preeti and Ms. Deepthi, who demonstrated the artistic interpretation of narrative through choreographed movement, exemplifying the intersection of traditional cultural expression and contemporary storytelling techniques.
A significant component of the inauguration was the formal announcement of the 24-Hour Filmmaking and Editing Challenges. The Visual Chase competition specified that participants create a two-minute video exploring the theme “Nature Speaks to Me,” while the Classic Cut competition challenged contestants to produce a trailer for the film ‘Kalki 2898 A.D.,’ with a maximum duration of 2 minutes and 30 seconds.
The inaugural ceremony concluded with a comprehensive presentation of the day’s scheduled activities, including curated short film screenings, a poetry recitation session, and an evening film presentation. The enthusiastic participation from attendees signified the successful launch of Film Gala 2025, establishing an auspicious foundation for what promised to be an intellectually stimulating and culturally enriching festival.
The event received generous sponsorship from esteemed organisations including Sastri Balm, AWEC Consultancy, IVY Overseas, ATHER, Vastrakala Shopping Mall, Picxy, Harivillu Promoters and Developers Pvt. Ltd., V1 Overseas Careers Pvt. Ltd., and GTR Solar Power. Their valued support facilitated the creation of a platform where emerging talents could demonstrate their artistic vision and technical expertise.
Continue reading →
- Global Immersion Programme at Middlesex University, Dubai March 17, 2025
The Directorate of International Relations and Higher Studies successfully organised a Winter Global Immersion Programme in collaboration with Immersion Global at Middlesex University Dubai in 2024. Two of our students, one from BBA. – Business Administration (Hons.) and another from the Department of Computer Science and Engineering (CSE), participated in this enriching experience from November 5 to November 16, 2024An incredible opportunity for Indian students to travel, explore, and learn! International University Immersion Programmes are thoughtfully curated at some of the world’s top universities and institutions to provide a global edge in learning and set students up for success.
In the Winter Immersion Programme 2024, organised by Immersion Global, SRM AP University students embarked on a transformative two-week journey. They had the unique privilege of participating in a prestigious programme at Middlesex University Dubai.
Our students immersed themselves in the vibrant technological hub of Dubai, UAE, gaining hands-on experience and valuable insights into cutting-edge advancements.
Programme Highlights:
- Explored innovative business models and entrepreneurship.
- Acquired skills in Design Thinking, Digital Marketing, and the fundamentals of Management & Financial Studies.
- Attended specialised courses on Accounting, Marketing Strategies, and Leading in a Cross-Cultural Context.
- Engaged in sessions on Business and Sustainability, Leading and Managing Change, and understanding the integration of AI in Business Leadership theories.
Alongside their academic endeavors, students were captivated by Dubai’s technological innovations and architectural marvels. Their journey also took them to the vibrant cities of the UAE—Dubai, Sharjah, and Abu Dhabi—where they embraced cultural diversity, explored local cuisines, and overcame barriers of tradition and innovation, further enriching their global outlook.
This exceptional experience reflects not only the outstanding leadership and technical expertise of our student Kesava but also the world-class education and unwavering support provided by SRM University-AP. We are incredibly proud of Kesava and his team and eagerly anticipate their future achievements in the realm of remote sensing and beyond.
Continue reading →
- Discover India 2025: SRM AP Host Delegates from Ryukoku University March 17, 2025
The Directorate of International Relations & Higher Studies welcomed the students and faculty from Ryukoku University, Japan for the “Discover India 2025 ” programme.A 4-day Discover India 2025 programme conducted by the Directorate of International Relations and Higher Studies was inaugurated by Dr K A Sunitha – Associate Professor and Head, Department of Electronics and Communication Engineering alongside Dr Mahesh Kumar Ravva – Associate Professor and Assistant Dean Research; Dr Ishita Sar – Assistant Professor from Paari School of Business and Prof. P Vivekananda Shanmuganathan – Professor, Mechanical Engineering. “Discover India 2025” is a flagship initiative of the university to promote India’s cultural and knowledge traditions.
Dr Sudeshna Saha, Assistant Director of International Relations and Higher Studies, received the international students at the grand inaugural ceremony of the programme. Students participated in various short courses on research area, visits were made to Electronic Cooling Lab, Computer Science and Engineering labs, Research Lab’s, Civil Engineering Labs and Drone and Centre for Geospatial Technologies.
A discussion was held with the IR & HS team and with the leadership team regarding various mobility programmes, including Student and Faculty Exchange, Transfer Programmes, Joint Research initiatives, and opportunities for mutual collaboration between Ryukoku University and SRM University-AP.
An interactive session was organised for Destination Japan students currently learning Japanese at SRM University-AP, supported by SRM Global. Professors Otsu Hirotaka & Prof. Kimura Mutsumi delivered an engaging presentation on Ryukaku University, highlighting job and internship opportunities in Japan. The session provided a platform for Destination Japan students to interact with peers learning Japanese. Over 52 students actively participated, making the event a resounding success.
As part of the “Discover India” programme, SRM University-AP organised an industrial visit to HCL Technologies Limited, Vijayawada, on February 26, 2025. A total of 15 participants, including professors, staff, and students from Ryukoku University, Forum Engineering, and SRM University-AP, attended. The Japanese group had a valuable experience, interacting with HCL’s Health Center and the Head of Training and Recruitment team.
Participants visited landmarks such as the Dhyana Buddha statue, Bhavani Island and the Kanaka Durga Temple in Vijayawada, deepening their appreciation of Indian culture.
Continue reading →
- Department of Management Hosts Event on Work life Balance March 17, 2025
SRM University-AP hosted the second edition of its flagship event, Trending Issues in Management organised by the Department of Management at the Paari School of Business. The theme of the event -“Work Life Balance”, was inspired by the provocative remarks from prominent corporate leaders such as Narayan Murthy and S N Subrahmanyan.The business event brought together industry experts, including Mr Krishna Repaka, Vice President Deloitte India; Dr Deepak Bidla, Director HR, Ex—Quadrant; Ms Roshni M J, Senior Director, Netenrich Inc., as panellists; Dr Chinta Doshi, Senior Director HR Nium, as the keynote Speaker; and Prof. Bharadwaj Sivakumaran, Dean Paari School of Business, as the moderator for the event.
Dr Chintan Doshi, set the tone for the event through his keynote address. He highlighted eight pointers that stressed on the fundamental topic of why one must work. Mr Doshi stated that money of course is one parameter for why one should work, but respect, prestige, being an inspiration to someone and working for credibility and reputation are other factors that surpass the monetary benefits.
During the panel discussion, the industry experts unanimously emphasised the need for work-life balance, but they also echoed that one must strike a balance between work and personal life. Ms Roshni emphasised that team and organisation are important factors that need to be brought into consideration. She stated team deadlines and individual interest are considering factors at times.
Mr Krishna Repaka, Vice President at Deloitte India, remarked, “As students, we have all dedicated those extra hours to hard work during our examinations when the need has risen, we never backed out because it disrupted our personal life balance. Similarly when need rises we all need to pitch in to put that extra effort.” Adding to this Mr Deepak Bidla stated, “Collaboration is key, but more than extended work hours productivity is what matters.”
The panellist discussed the impact of technology, which stimulated mixed responses. The panel stated that technology is an enabler, but how one consumes it is an important factor. The panel discussion also examined the COVID-19-induced work-from-home culture and its continuation post-COVID-19. The panel also agreed that the hybrid model of work has been a boon in many ways for those who can. While it is a boon, the mindset one has while working from home also matters.
The event concluded by emphasising a crucial balance between professional commitment and mental well being. While factors like the need to unwind and relax are important, it is also not important to consider factors such as commitment, productivity and accountability at work.
Continue reading →
- Celebrating Women: SRM AP Observes International Women’s Day March 17, 2025
Smt. Madhuri Nallapaneni, Group Director, Cadence-Invecas India graced the International Women’s Day celebration held at SRM University-AP. The celebration was organised by the Directorate of Student Affairs and featured esteemed dignitaries including SRM Group Advisor Prof. V S Rao alongside Vice Chancellor Prof. Manoj K Arora; Registrar Dr R Premkumar; Associate Directors Ms Revathi Balakrishnan and Dr Ramesh Vaddi; Deans of the 3 schools, Directors, Faculty, Staff and students.Vice Chancellor Prof. Manoj K Arora in his address stated, “A woman in her lifetime assumes many roles, the role of a mother, daughter, wife, sister, friend, a daughter-in-law, a mother-in-law and more. She is the ‘Janani’ (nurturer) and deserves utmost respect.”
He also referenced the recent conference on Population Dynamics, wherein the concept of population management emphasised the welfare of women to effectively manage population. Prof. Arora also stressed on the theme of this year’s women’s day celebration – “Accelerate Action”.
During her address, Ms Nalapaneni remarked that, “Women’s day celebration should not be just that, beyond mere celebration it should be a checkpoint for us to analyse the challenges women face and to overcome them.” She also added, our precursors have paved the way for us to be here today. She encouraged everyone present to be a lifetime learner, because life never stops teaching.
Ms Nalapaneni empahsised the need to continue advocating for women’s empowerment and support other women because when a woman is empowered the entire society is empowered. The celebration featured several engaging games including tug of war, push-up challenge, debate competition, cooking without fire and arm wrestling. The winners of the competition were felicitated.
The competition winners were presented with certificates. The highlight of the celebration was the presentation of the Uttama Mahila Prathibha Award, an initiative of Advisor Prof. V S Rao Foundation. The awards were presented across various categories such as landscaping, security, mess and so on. The event also featured a heart touching video featuring the women of SRM AP and honouring their achievements and contributions.SRM University-AP remains committed to empowering women and looks forward to organising more events that celebrate and support women’s contributions within the community.
Continue reading → - Discover India 2025: SRM AP Hosts Japanese Delegation March 13, 2025
The Directorate of International Relations & Higher Studies welcomed the students and faculty from Nihon University and Forum Engineering, Japan to the “Discover India 2025” programme.A 4-day event, the Discover India 2025 programme conducted by the Directorate of International Relations and Higher Studies was inaugurated by the honourable Vice Chancellor of SRM University-AP, Prof. Manoj K Arora, in the presence of Prof. C V Tomy, Dean – School of Engineering and Sciences; Prof. Vishnupad, Dean – Easwari School of Liberal Arts; Dr Raviteja KVNS, Assistant Professor & Head-Department of Civil Engineering; Prof. P Vivekananda Shanmuganathan, Professor-Mechanical Engineering; and Dr Pranav R T Peddinti, Assistant Professor-Department of Civil Engineering. “Discover India 2025” is a flagship initiative of the university to promote India’s cultural and knowledge traditions.
Dr Sudeshna Saha, Assistant Director of International Relations and Higher Studies, received the international students at the grand inaugural ceremony of the programme. Students participated in various short courses on research area introduction Mechanical Engineering/ Lab and Centre Visit, Electronic Cooling Lab, Computer Science and Engineering and visit to Research Lab’s, Civil Engineering Labs and Drone and Geospatial technologies. Dr Pranav R T Peddinti and Mr Balu from the department of Civil Engineering gave presentations on Robotics and Prof. Vivekanandan from the Department of Mechanical Engineering offered an overview on Additive Manufacturing & Bio Printing Materials.
Discussion were held with the IR & HS team and with the leadership team regarding various mobility programmes, including Student and Faculty Exchange, Transfer Programmes, Joint Research initiatives, and opportunities for mutual collaboration between Nihon University and SRM University-AP.
An interactive session was organised for Destination Japan students who are currently learning Japanese at SRM University-AP. Prof. Toriizuka Takashi & Prof. Kamei Yasuko delivered an engaging presentation on Nihon University, highlighting job and internship opportunities in Japan. The session provided a platform for Destination Japan students to interact with peers learning Japanese. Over 63 students actively participated, making the event a resounding success.
The industrial visit saw participation from a total of 13 members, including 2 professors, 1 staff member , and 6 students from Nihon University and Forum Engineering, as well as 2 staff members and 2 students from SRM University-AP. As part of the “Discover India” programme, SRM University AP organised an industrial visit on February 06, 2025, for the Japanese delegation from Nihon University and Forum Engineering. The group visited the Dr Narla Tata Rao Thermal Power Station in Ibrahimpatnam. The power plant is one of the coal-based power plants of APGENCO.
The visit began with a brief introduction of the team, followed by a presentation on the Ibrahimpatnam Coal-Based Power Station. After the presentation, the group toured the entire power station, including the coal heating and cooling units, gaining an understanding of the coal-based power generation process and how electricity is supplied to the Vijayawada region.
Continue reading →
- Honourable Chief Minister of AP Applauds SRM AP on Infrastructure Planning & Augmentation March 12, 2025
“SRM University-AP is a proof of concept of a visionary state, similar to Hitech Hyderabad a proof of united Andhra.” – Honourable Chief Minister of Andhra Pradesh, Shri Nara Chandrababu Naidu
SRM University-AP had the privilege of welcoming the Honourable Chief Minister of Andhra Pradesh, Shri Nara Chandrababu Naidu on campus on March 11, 2025. The Honourable CM, who visited the campus as the chief guest of the Conference of Population Dynamics and Development, organised under the auspices of the Planning Department, Government of Andhra Pradesh, held an exclusive interaction with the leadership and management of SRM University-AP on infrastructure planning, development and execution of the upcoming projects.
The leadership team of SRM AP, headed by the Chancellor Dr T R Paarivendhar, Pro-Chancellor Dr P Sathyanarayanan, Vice Chancellor Prof. Manoj K Arora, Executive Director – Research, SRM Group of Institutions, Prof. D Narayana Rao and Registrar, Dr R Premkumar, showcased the exemplary growth of the university emphasising the establishment of various new-age infrastructure and facilities catering to foster a future-ready academic community.
Prof. D Narayana Rao presented the Honourable CM with the university infrastructure planning and development plan and execution period for the same in the upcoming years. He gave a comprehensive overview of the future projects, including the proposed Centre for Green Hydrogen & Clean Energy Innovation, Centre for Quantum Computing, Centre for Interplanetary Exploration, SRM Medical College, AI Institute, Skilling Academy, etc. Prof. Rao assured that SRM AP would strive towards becoming a centre for transformative learning, research innovations and a successful startup incubator and sought the required support from the Government, by allocating the required resources.
In his interaction with the Honourable CM, Chancellor Dr T R Paarivendhar stated, “We follow our respected Chief Minister Shri Chandrababu Naidu’s vision to transform Amaravati into an innovation hub, and Green Co. SRM University-AP as a new-age holistic university align our strategic goals for development in cognisance to CM’s pioneering vision of Swarn Andhra Vision 2047.”
The Honourable CM congratulated the apex team of the university on its outstanding progress in the seven years, paving the path of learning and growth in Andhra Pradesh. He opined that the future is Internet of Things, Quantum Computing and Green Energy. With SRM AP being a leader in tertiary education, he advised that the university develop a strong workforce of designers, coders, and experts with skills in algorithms and hardware who are pivotal in building a progressive state. The Honourable CM recommended SRM AP to lead the startup ecosystem and produce more entrepreneurs by establishing a dedicated Centre for Innovation and Startup ecosystem.
The Honourable CM inaugurated two newly constructed buildings at SRM AP: C V Raman Block and Ganga Hostel Block (Residential facility for students). In addition, the Honourable CM laid the foundation stones for four new buildings: Industrial Research Park, Academic Cluster, Ganga-B Hostel Block, and Vedavathi-II Hostel Block.
The distinguished visit from the Honourable Chief Minister Shri Chandrababu Naidu is a testament to the relentless support and visionary direction he has offered to SRM University-AP throughout the years. Pro-Chancellor Dr P Sathyanarayanan remarked, “The perceptive insights of the Honourable Chief Minister on SRM University-AP’s initiatives and prospects have aided in aligning our development plans with the objectives of national education.”
SRM AP has made remarkable progress in its infrastructural, academic, and institutional student placement record. The unwavering support and resources from the Government of Andhra Pradesh encourage the university to become globally connected, regionally transformative, and nationally relevant.
Continue reading →
