Publikasi Prof. Drs. Poltak Sihombing, M.kom., Ph.d | Fakultas Ilmu Komputer dan Teknologi Informasi Universitas Sumatera Utara

Diffusion2D and Anchored Inference for Asymptotic Stabilization of Diffusion-Convolutional Neural Networks in Multidomain Medical Image Classification

SUTARMAN , POLTAK SIHOMBING , MOHAMMAD ANDRI BUDIMAN

K-Cube Consensus Clustering with Centroid Improvement and Variance-Based Metrics on High-Dimensional Data

SUTARMAN , POLTAK SIHOMBING , MOHAMMAD ANDRI BUDIMAN

SAGOMECON: An Adaptive Îµ-Constraint-Based Optimization Method for Multi-Criteria Decision-Making in Collaborative Industrial Networks

POLTAK SIHOMBING

Advancements in Detection Top Influencer Marketing in the Airline Industry: A Combination of the Leiden Algorithm and Graph Coloring

POLTAK SIHOMBING

Two-Level Hierarchical Adaptive Dynamic Fusion for CNNâLSTM Integration in Fatigue Level Prediction

POLTAK SIHOMBING

Development of Distance Measurement Estimation Model for Specific Objects

FAHMI , POLTAK SIHOMBING , HERDIANTO , TULUS

Mathematical Modeling of Water Quality Dynamics in Aquaculture: A Foundation for IoT Integration and Machine Learning-Driven Predictive Analytics

POLTAK SIHOMBING

An IoT-Enabled Smart System Utilizing Linear Regression for Sheep Growth and Health Monitoring

POLTAK SIHOMBING

Portable Holter with Cloud-Based Learning Analytics for Real-Time Health Monitoring

POLTAK SIHOMBING

Development of distance formulation for high-dimensional data visualization in multidimensional scaling

PASKA MARTO HASUGIAN , HERMAN MAWENGKANG , POLTAK SIHOMBING

Improving Object Distance Measurement Based on Mono Camera Using Magnification and Yolo Methods

FAHMI , HERDIANTO , POLTAK SIHOMBING

Smart Home Design Based on IoT and Context Aware Model ICAM

POLTAK SIHOMBING , ARJON TURNIP

Design of smart farming communication and web interface using MQTT and Node.js

POLTAK SIHOMBING , ARJON TURNIP , ENDRA JOELIANTO , TUALAR SIMARMATA

Taxonomy early detection of brain cancer approach ridge polynomial neural network

POLTAK SIHOMBING

MEASURING THE ACCURACY OF SEARCH INTERVAL PARAMETERS ON RIDGE POLYNOMIAL NEURAL NETWORK IN EARLY DETECTION OF BRAIN CANCER

POLTAK SIHOMBING

Comparison Analysis of Weighting Using Fuzzy Logic and Centroid Order Rank (ROC) on Simple Additive Weighting (SAW) Method

POLTAK SIHOMBING

Analysis of the quantum perceptron algorithm for classification of bank marketing data

POLTAK SIHOMBING

Analysis of Several Quantum Encoding Methods Implemented on A Quantum Circuit Architecture to Improve Classification Accuracy

MUHAMMAD ZARLIS , RAHMAD FAUZI , HERMAN MAWENGKANG , POLTAK SIHOMBING

Optimisasi Quantum Circuit pada Arsitektur Quantum Perceptron untuk Klasifikasi Data

POLTAK SIHOMBING

Weighting Comparative Analysis Using Fuzzy Logic and Rank Order Centroid (ROC) in the Simple Additive Weighting (SAW) Method

POLTAK SIHOMBING

Analyzed New Design Data Driven Modelling of Piezoelectric Power Generating System

POLTAK SIHOMBING

MODELING OF THE OPTIMIZATION FOR DISTRIBUTED SQUENTIAL SCHEDULING IN SUSTAINABLE MANUFACTURING

POLTAK SIHOMBING

PENERAPAN RIDGE POLYNOMIAL NEURAL NETWORK UNTUK MENCEGAH PENYAKIT KANKER OTAK

POLTAK SIHOMBING

Optimization of the CNN model for smart agriculture

POLTAK SIHOMBING

New quantum circuit architecture for classifying big data

POLTAK SIHOMBING

Comparison of Distance Models on K-Nearest Neighbor Algorithm in Stroke Disease Detection

POLTAK SIHOMBING

A cryptocompression system with Multi-Factor RSA algorithm and Levenstein code algorithm

MOHAMMAD ANDRI BUDIMAN , POLTAK SIHOMBING

A cryptocompression system with Multi-Factor RSA algorithm and Levenstein code algorithm

POLTAK SIHOMBING

Implementation of Image Security using Elliptic Curve Cryptography RSA Algorithm and Least Significant Bit Algorithm

POLTAK SIHOMBING

Text File Compression Using Hybrid Run Length Encoding (Rle) Algorithm with even Rodeh Code (Erc) and Variable Length Binary Encoding (Vlbe) to Save Storage Space

POLTAK SIHOMBING

New Architecture Quantum Perceptron using Quantum Circuit

POLTAK SIHOMBING

Development Environment of Machine Learning for Image Classification

POLTAK SIHOMBING

Capacitated multi depot multi vehicle routing problem using genetic algorithm (case study: watering the medan city park)

POLTAK SIHOMBING

Raspberry-Pi as Portable Web Server E-Learning Moodle for Student Learning and Assignment

POLTAK SIHOMBING

Analysis of Attribute Reduction Effectiveness on the Naive Bayes Classifier Method

POLTAK SIHOMBING

Genetic Algorithm in Image Inserting with Modified Least Significant Bit Method to Find the Best MSE Value

POLTAK SIHOMBING

The Development of Heart Rate Detection Using Arduino Microcontroller and Android

POLTAK SIHOMBING

Ant Colony Optimization (ACO) Algorithm for Determining the Nearest Route Search in Distribution of Light Food Production

POLTAK SIHOMBING

Analysis of Accuracy Improvement in K-Nearest Neighbor using Principal Component Analysis (PCA)

POLTAK SIHOMBING

Implementation of Best First Search Algorithm in Determining Best Route Based on Traffic Jam Level in Medan City

POLTAK SIHOMBING

Implementation of the Greedy Algorithm to determine the nearest route Search in distributing food production

POLTAK SIHOMBING

Hybrid of Support Vector Machine Algorithm and K-Nearest Neighbor Algorithm to Optimize the Diagnosis of Eye Disease

POLTAK SIHOMBING

Robotic Arm Controlling Based on Fingers and Hand Gesture

POLTAK SIHOMBING

Expert System for Diagnosing Dental and Mouth Diseases with a Website-Based Certainty Factor (CF) Method

POLTAK SIHOMBING

Comparative Analysis of Fuzzy Inference Tsukamoto Mamdani and Sugeno in the Horticulture Export Selling Price

POLTAK SIHOMBING

Analysis of Face Recognition with Fuzzy C-Means Clustering Image Segmentation and Learning Vector Quantization

POLTAK SIHOMBING

Node-based versus Server-based Data Validations in Internet of Things

POLTAK SIHOMBING

Hierarchy of Grid Partition (HGP) Integrating data in Software Engineering and databases

POLTAK SIHOMBING

The Development of Document Similarity Detector by Jaccard Formulation

POLTAK SIHOMBING , EDWARD RAJAGUKGUK , DARWIS ROBINSON MANALU , RIMBUN SIRINGORINGO

Special issue on international conference on informatics, robotics, network, control and systems (IRONCONS)

POLTAK SIHOMBING

Optimization of K Value at the K-NN algorithm in clustering using the expectation maximization algorithm

POLTAK SIHOMBING

Performance of distance-based k-nearest neighbor classification method using local mean vector and harmonic distance

POLTAK SIHOMBING

Analysis SURF feature extraction and SVM classification for the facial image recognition from various angles

POLTAK SIHOMBING

Increased accuracy in the classification method of backpropagation neural network using principal component analysis

POLTAK SIHOMBING

Analysis of algorithm support vector machine learning and k-nearest neighbor in data accuracy

POLTAK SIHOMBING

Embedding the Operating System : A Case Study LMDE 3 on a USB Flash Drive

POLTAK SIHOMBING

Embedding the Operating System : a Case Study LMDE 3 on a USB Flash Drive

PAHALA SIRAIT , POLTAK SIHOMBING , IRWAN JANI TARIGAN

The Citrus Fruit Sorting Device Automatically Based On Color Method By Using Tcs320 Color Sensor And Arduino Uno Microcontroller

NOGAR SILITONGA , POLTAK SIHOMBING

Tools for Detecting and Control of Soil pH by Probe Sensor based on Android

POLTAK SIHOMBING

Collaboration of RSA Algorithm Using EM2B Key with Word Auto Key Encryption Cryptography Method in Encryption of SQL Plaintext Database

POLTAK SIHOMBING

Time Resolved Spectroscopy Using Boxcar Integrator

POLTAK SIHOMBING

Predictions of World Population Life Expectancy Using Cyclical Order Weight / Bias

POLTAK SIHOMBING

Tools for Detecting and Control of Hydroponic Nutrition Flows with Esp8266 Circuit Module

POLTAK SIHOMBING

Skin Diseases Classification Using Local Binary Pattern and Convolutional Neural Network

POLTAK SIHOMBING

Embedding the Operating System: A Case Study LMDE 3 on a USB Flash Drive

POLTAK SIHOMBING

Predictions of World Population Life Expectancy Using Cyclical Order Weight/Bias

POLTAK SIHOMBING

The Heart Attack Detection by ESP8266 Data Communication at a Real Time to Avoid Sudden Death

POLTAK SIHOMBING

The Student Attendance Controlling by Using RFID (Radio Frequency Identification) to Increase the Time Optimization and Accurate of Data

POLTAK SIHOMBING

Enhancement Clustering Evaluation Result of Davies-Bouldin Index with Determining Initial Centroid of K-Means Algorithm

POLTAK SIHOMBING

The Student Attendance Controlling Based on Face Recognition by using Learning Vectorization Quantization (LVQ) Algorithm

POLTAK SIHOMBING

Internet of Things based Nutrition Controlling System Development

POLTAK SIHOMBING

Optimizing the 802.11 hotspot performances by using load and resource balancing method

POLTAK SIHOMBING

Load balancing factor using greedy algorithm in the routing protocol for improving internet access

POLTAK SIHOMBING

Performance of BAM algorithm and Viterbi algorithm for lie detection system using voice

POLTAK SIHOMBING

A teaching media of using the busy bit and SDCC in displaying character string on LCD in MCU 8051 IDE

POLTAK SIHOMBING

Comparison AHP and SAW to promotion of head major department SMK Muhammadiyah 04 Medan

POLTAK SIHOMBING

Classification of ECG signal with Support Vector Machine Method for Arrhythmia Detection

POLTAK SIHOMBING

Development of building security integration system using sensors, microcontroller and GPS (Global Positioning System) based android smartphone

POLTAK SIHOMBING

Microcontroller based automatic temperature control for oyster mushroom plants

POLTAK SIHOMBING

Automated hydroponics nutrition plants systems using arduino uno microcontroller based on android

POLTAK SIHOMBING

Characterization of outdoor to indoor propagation in urban area by using a combination of COST231 Walfisch-Ikegami and COST231 multiwall models in 1800 Mhz and 2100 Mhz

POLTAK SIHOMBING

Analysis of combination of Kohonen algorithm and resilient Backpropagation in weighting process

POLTAK SIHOMBING

Design of extraction method of SSVEP brain activity with IIR Chebyshev

POLTAK SIHOMBING

Artifacts reduction of EEG-SSVEP signals for emotion detection with robust principal component analysis

POLTAK SIHOMBING

Backpropagation neural networks training for EEG-SSVEP classification of emotion recognition

POLTAK SIHOMBING

The Development of Document Similarity Detector by Jaccard Formulation

EDWARD RAJAGUKGUK , POLTAK SIHOMBING , DARWIS ROBINSON MANALU , RIMBUN SIRINGORINGO

DESIGNING A TTL VOLTAGE LEVEL LOGIC PROBE BY USING COMMON CATHODE SEVEN SEGMENT DISPLAY AND AN INVERTING LOGIC GATE ON PROTEUS ISIS 7 PROFESSIONAL [8]

POLTAK SIHOMBING

Comparison of document similarity in information retrieval system by different formulation

POLTAK SIHOMBING

Application of Genetic Algorithm to Determine a Document Similarity Level in IRS

POLTAK SIHOMBING

An Analysis Of Cash On Delivery (COD) Purchase Classification Using the C4. 5 and ID3 Algorithms

POLTAK SIHOMBING

ENHANCED OF ANALYSED OPTIMIZATION LEARNING MODEL FOR MULTI PRODUCT RETAIL AND DISTRIBUTION SYSTEM

POLTAK SIHOMBING

Erna Budhiarti Nababan, MIT Erwin Setiawan Panjaitan Esam Yassen F

POLTAK SIHOMBING

Secretary Chair

POLTAK SIHOMBING

Smart Farming Cabai Merah (Capsicum Annuum, L) pada Media Tanah dengan Sensor Soil Moisture dan Sensor PH Berbasis IOT

POLTAK SIHOMBING

Designing a Media of Active Learning (AL) Strategy of Micro Controller 8051 Multiple Interrupts Handling Teaching by Using the MCU 8051 IDE-Integrated Development EnvironmentÂ …

POLTAK SIHOMBING

Optimization Model for Integrating Traceability in a Sequential Process of Integrated Production–Distribution for Seafood Product

POLTAK SIHOMBING

Reduction of the dataset of Baitul Mal aid recipients using the principal component analysis (PCA) method to improve C5. 0 algorithm classification results

POLTAK SIHOMBING

Sentiment Analysis of Food Order Tweets to Find Out Demographic Customer Profile Using SVM

POLTAK SIHOMBING

Design of smart farming communication and web interface using MQTT and Node. js

POLTAK SIHOMBING

People Factors Influencing Project Success in Software Development: A Survey of Agile Development Teams in Indonesia

POLTAK SIHOMBING

Advisory Council Opim Salim Sitompul–Head of APTIKOM Region I Sumatera Utara–NAD Humuntal Rumapea–Rector of Universitas Methodist Indonesia

POLTAK SIHOMBING

Project Management Methodologies for Engineering KMS based on PMBOK Approach: A Systematic Literature Review

POLTAK SIHOMBING

The LCD Interfacing and Programming

POLTAK SIHOMBING

Optimization Model for Outpatient Services Capacity Management in Different Patient Conditions and Diseases.

POLTAK SIHOMBING

Discrete Sine Transform Analysis, Discrete Cosine Transform and Discrete Fourier Transform for Introduction to Voice Register

POLTAK SIHOMBING

Menguji Kemiripan Skripsi dengan Formulasi POSI (Percentage of Similarity) Tahun ke-2 dari Rencana 3 (tiga) Tahun

POLTAK SIHOMBING

Decision-Making Optimization Model Sequential Production Planning In Sustainable Manufacturing Industries

POLTAK SIHOMBING

Sutarman,“Analysis of Performance Cross Validation Method and K-Nearest Neighbor in Classification Data,”

POLTAK SIHOMBING

Enhanced Optimization Model for Operational Decision and Efficient Learning Multiproduct Retail

POLTAK SIHOMBING

Analisis Random Forest Menggunakan Principal Component Analysis Pada Data Berdimensi Tinggi

POLTAK SIHOMBING

APPLICATION OF SUPPORT VECTOR MACHINE ON DROUGHT CODE CLASSIFICATION IN NORTH SUMATRA INDONESIA

POLTAK SIHOMBING

Analysis of performance cross validation method and K-Nearest neighbor in classification data

POLTAK SIHOMBING

Security System Based on Vibration and Infra-Red Sensors Using Raspberry

POLTAK SIHOMBING

R12 Metamorphosis Reproduction (Metamorep) Theory In Creation Of The Universe With Dynic Paradigm And Economic Covid Era

POLTAK SIHOMBING

List of Reviewer

POLTAK SIHOMBING

Combination of Ant Colony Tabu Search Algorithm with Firefly Tabu Search Algorithm (ACTS-FATS) in Solving the Traveling Salesman Problem (TSP)

POLTAK SIHOMBING

Steering Committees

POLTAK SIHOMBING

Designing Learning Media Of Control Based On Micro Controller 8051 By Using The MCU 8051 Ide To Support The Implementation Of Active Learning In Higher Education-Alfhe (ActiveÂ …

POLTAK SIHOMBING