Sourabh Joshi - Academia.edu (original) (raw)

Papers by Sourabh Joshi

In recent years much of the attention has been attracted by the Wireless Sensor Networks (WSNs) w... more In recent years much of the attention has been attracted by the Wireless Sensor Networks (WSNs) with immense applications that are used for collecting, sharing and storing the sensed data. They are increasingly being applied to wide variety of applications including habitat monitoring, agriculture, nuclear reactor control and security. The Wireless Sensor Networks used in this paper for use in food sustainability at each stage of the food cycle. Libelium’s Waspmote and Meshlium sensors are used for sensing and taking control decisions based on real time data of climatologically and other environmental properties to modify them. Keywords—GPS/GPRS, Libelium Waspmote and Meshlium Wirelss Sensor Networks, RFID, Waspmote Agriculture Board, ZigBee.

World Academy of Science, Engineering and Technology, International Journal of Computer and Information Engineering, 2014

2015 2nd International Conference on Computing for Sustainable Global Development (INDIACom), 2015

Nearest Insertion Algorithm is heuristic algorithm which has been proven a successful technique a... more Nearest Insertion Algorithm is heuristic algorithm which has been proven a successful technique applied on number of combinatorial optimization problems. Nearest Neighbor Insertion Algorithm is taken as one of the efficient computing method for vehicle routing problem. We study a possibility of finding the optimal solution of vehicle routing problem and offer a practical implementation of the method used for solving this problem. We have taken a scenario in which different college buses takes the students from different bus stops. The experiments and result graphics shows how we effectively complete the route and generates the optimal solution.

Journal of clinical and diagnostic research : JCDR, 2017

Recent studies have reported the incorporation of modifiers with conventional Glass Ionomer Cemen... more Recent studies have reported the incorporation of modifiers with conventional Glass Ionomer Cement (GIC) to enhance its antibacterial effect. One such modification being the addition of Chitosan (CH). However, these modifiers might affect the physical properties of the restorations. The aim of the present study was to investigate the effect of modifying the liquid phase of conventional GIC with 10% v/v CH on the antibacterial properties and adhesion to enamel in comparison to conventional GIC. The liquid of commercially available restorative GIC (Fuji IX, GC Industrial Corporation, Japan) was modified with 10% v/v CH solution (Everest Biotech, Bengaluru). GIC powders were mixed with the unmodified and the CH-modified liquids at the desired powder/liquid ratio. Fourier Transform Infrared Spectroscopy (FTIR) was used to determine the setting reaction between the conventional and CH modified GIC liquid with GIC powder. For evaluation of the antibacterial properties, biofilms of Strepto...

Emerging Research in Computing, Information, Communication and Applications, 2016

Ant colony optimisation is a population-based advanced approach for finding the solution of diffi... more Ant colony optimisation is a population-based advanced approach for finding the solution of difficult problems with the help of a bioinspired approach from the behaviour of natural ants. The ant colony algorithm is a propelled optimisation method which is utilised to take care of combinatorial optimisation problems. The significant features of this algorithm are the utilisation of a mixture of preinformation and postinformation for organizing great solutions. The ant colony algorithm is used in this paper for solving the travelling salesman problem of the real set of data and getting the optimal results on graphs. This algorithm is an meta-heuristic algorithm in which we used the 2-opt local search method for tour construction and roulette wheel selection method for selection of nodes while constructing the route. The results show that this algorithm can efficiently find the optimal path of the hundred cities with minimum time and cost.

Revista Portuguesa De Cirurgia, 2010

General anesthesia was used in all patients and epidural analgesia was added in pelvic surgery. T... more General anesthesia was used in all patients and epidural analgesia was added in pelvic surgery. The Incision A standard 2 cm peri-umbilical skin incision was used in all patients, the incision being supra-umbilical for cholecystectomies and infra-umbilical for surgeries in the pelvis. Pneumoperitoneum In the initial few procedures the open technique was used to insert the 10 mm trocar into the superior or inferior umbilical tube as per the procedure. In the subsequent procedures Veress needle was used through the same incision, followed by trocar entry. METHODS. Patients undergoing laparoscopic surgery at our center were selected for participation in this study after

2015 Second International Conference on Advances in Computing and Communication Engineering, 2015

Vehicle routing problem (VRP) is realistic optimization problem used to find the best feasible ro... more Vehicle routing problem (VRP) is realistic optimization problem used to find the best feasible route of a vehicle. VRP is mostly used for sorting the different routes of vehicles to provide efficient services to the customers. In this paper, we implement two different heuristics, nearest neighbor insertion and ant colony optimization for solving vehicle routing problem and their respective results are shown by using graphical implementation. While performing the experiment we analyzed both the heuristics and depict which heuristic solve the problem efficiently with respect to cost and time.

2015 International Conference on Advances in Computer Engineering and Applications, 2015

Travelling Salesman Problem is well - known and extensively studied problem which plays an import... more Travelling Salesman Problem is well - known and extensively studied problem which plays an important role in combinatorial optimization and in context of ACO. Ant Colony Optimization is heuristic Algorithm which was initially applied on TSP and is an advance technique applied on various other optimization problems. In the research we study two different kinds of Ant Colony algorithms named as Ant System and the improved version of Ant system known as Max-Min Ant System performed in MATLAB to solve travelling Salesman Problem and their respective results are shown by using graphical implementation. In this paper both systems are analyzed by solving the same example of TSP and depict which system solve the problem efficiently with respect to cost and time.

International Conference on Computing, Communication & Automation, 2015

The new optimization approach based on bio-inspired algorithms is the Cuckoo Search which is insp... more The new optimization approach based on bio-inspired algorithms is the Cuckoo Search which is inspired from the life style of Cuckoo bird. In this paper, we explain the cuckoo search algorithm which comes under the evolutionary algorithms for virtual machine consolidation that focuses on minimum power consumption and resource wastage in cloud data centers. As the VM consolidation problem is similar to bin packing problem and is NP-hard problem, so we explain this approach for solving the VM consolidation problem.

The Journal of Thoracic and Cardiovascular Surgery, 2011

Journal of Robotic Surgery, 2011

Minimally invasive surgery for diseases in the pelvic region is gaining popularity due to advance... more Minimally invasive surgery for diseases in the pelvic region is gaining popularity due to advances in technology and increased benefit to the patient. As indications for such surgeries increase, the known boundaries for minimal access are being extended by a few teams. We report a patient who underwent robotic-assisted transabdominal repair of a high rectovaginal fistula which developed following a vaginal hysterectomy. Vaginography revealed a communication between the vaginal vault and the upper rectum. After evaluation of the colon and the vagina, the patient was planned for a robotic-assisted rectovaginal fistula repair. The three-arm daVinci(®) surgical robot was used. A total of five ports were used to complete the entire procedure, which included adhesiolysis, re-creation of the vaginal vault, repair of the fistula and omental interposition. This is the first robotic-assisted rectovaginal fistula repair reported to date. Besides the advantages of minimally invasive surgery for the patient, the surgeon benefits from the ease of suturing deep in the pelvis afforded by the articulated robotic arms.

Journal of Laparoendoscopic & Advanced Surgical Techniques, 2010

Objectives: The aim of this study was to evaluate the feasibility, complications, margin status, ... more Objectives: The aim of this study was to evaluate the feasibility, complications, margin status, and functional outcome (on urinary and sexual functions) of nerve-sparing radical hysterectomy (NSRH) performed laparoscopically. Methods: Patients with cervical carcinoma of stage Ia2 and Ib1 underwent laparoscopic NSRH along with pelvic lymphadenectomy. We performed the technique in simple comprehensible steps with anatomic delineation of the autonomic nerves and selective cutting of the uterine and cervical branches. Results: Laparoscopic NSRH was feasible in 85.7% of patients. Mean operative time was 160 minutes and all 7 patients had clear surgical margins. There were no complications and no blood transfusions were required. The median hospital stay was 3 days. The median return time for normal bladder function was 2 days and none of them required catheterization beyond 2 weeks. The mean residual urine volume was <50 mL. Urodynamic studies performed at 3 weeks after the operation showed no impairment of maximum flow rate (maximal flow rate: 20 AE 2 mL). The postoperative results of sexual dysfunction were inconclusive. Conclusion: Understanding this technique and the knowledge of laparoscopic anatomy of pelvic autonomic nerves is important in both benign and malignant pelvic surgeries. These preliminary results indicate that nerve sparing is easier done laparoscopically and its results are comparable to that of conventional laparoscopic radical hysterectomy in terms of lateral margin status and lymph node yield. Whether quality of life can be benefited by L-NRSH technique and its long-term oncological sequelae need further evaluation.

The field of information extraction and retrieval has grown exponentially in the last decade. Sen... more The field of information extraction and retrieval has grown exponentially in the last decade. Sentiment analysis is a task in which you identify the polarity of given text using text processing and classification. There are various approaches in the task of classification of text into various classes. Use of particular algorithms depends on the kind of input provided. Analyzing and understanding when to use which algorithm is an important aspect and can help in improving accuracy of results. Keywords— Sentiment Analysis, Classification Algorithms, Naïve Bayes, Max Entropy, Boosted Trees, Random Forest.